Baining Guo

Distinguished Scientist

Publications

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- Continue or Replan? Bernoulli-Continuation Policy Learning for Adaptive Horizon Execution
  
  Weichen Xu, Zhenhua Liu, Lin Luo, Yaobo Liang, Chengtang Yao, Qingyu Mei, Jian Cao, Xixin Cao, Xingyi Zhang, Jiaolong Yang, Baining Guo
  
  August 2026
  
  arXiv | August 2026
  
  Publication
- XL-DocBench: Benchmarking Evidence-Grounded Extra-Long Document Understanding
  
  Hongchen Wei, Yuanzhe Wang, Bei Liu, Yifan Yang, Qi Dai, Ruichun Ma, Kai Qiu, Yunsheng Li, Dongdong Chen, Chong Luo, Zhenzhong Chen, Baining Guo
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- FM-VLA: Force-based Memory for Vision-Language-Action Models in Contact-Rich Manipulation
  
  Ruicheng Li, Qixiu Li, Ruichun Ma, Yu Deng, Lin Luo, Zhiying Du, Jianfeng Xiang, Huizhi Liang, Ruicheng Wang, Jiaolong Yang, Baining Guo
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- Real-Time Generation of Streamable Talking Portrait Video with Reference-Guided Deep Compression VAEs
  
  Sicheng Xu, Yunhao Deng, Shoukang Hu, Yichuan Wang, Yizhong Zhang, Zhanglu Chen, Jiaolong Yang, Baining Guo
  
  CVPR 2026 | June 2026
  
  Publication
- Lens: Rethinking Training Efficiency for Foundational Text-to-Image Models
  
  Dong Chen, Fangyun Wei, Ziyu Wan, Dongdong Chen, Jiawei Zhang, Jinjing Zhao, Sirui Zhang, Yang Yue, Zhiyang Liang, Baining Guo, Chong Luo, Jianmin Bao, Ji Li, Lei Shi, Qinhong Yang, Xiuyu Wu, Xuelu Feng, Yan Lu, Yanchen Dong, Yitong Wang, Yun Chen
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- TaskGround: Structured Executable Task Inference for Full-Scene Household Reasoning
  
  Zhiyuan Feng, Yu Deng, Ruichuan An, Zhenhua Liu, Qixiu Li, Keming Wu, Zhiying Du, Weijie Wang, Haoxiao Wang, Shuang Chen, Sicheng Xu, Yaobo Liang, Jiaolong Yang, Baining Guo
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- Beyond Sunk Costs: Boosting LLM Pre-training Efficiency via Orthogonal Growth of Mixture-of-Experts
  
  Ruizhe Wang, Yucheng Ding, Xiao Liu, Yaoxiang Wang, Peng Cheng, Baining Guo, Zhengjun Zha, Yeyun Gong
  
  ICML 2026 | May 2026
  
  Publication
- Covering Human Action Space for Computer Use: Data Synthesis and Benchmark
  
  Miaosen Zhang, Xiaohan Zhao, Zhihong Tan, Huoshen Zhou, Yijia Fan, Yifan Yang, Kai Qiu, Bei Liu, Justin Wagle, Chenzhong Yin, Mingxi Cheng, Ji Li, Qi Dai, Chong Luo, Xu Yang, Xin Geng, Baining Guo
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- Towards On-Policy SFT: Distribution Discriminant Theory and its Applications in LLM Training
  
  Miaosen Zhang, Yishan Liu, Shuxia Lin, Xu Yang, Qi Dai, Chong Luo, Wei Jiang, Peng-Fei Hou, Anxiang Zeng, Xin Geng, Baining Guo
  
  ICML 2026 | March 2026
  
  Preprint
- RE-TRAC: REcursive TRAjectory Compression for Deep Search Agents
  
  Jialiang Zhu, Gongrui Zhang, Xiaolong Ma, Lin Xu, Miaosen Zhang, Ruiqi Yang, Song Wang, Kai Qiu, Zhirong Wu, Qi Dai, Rui Ma, Bei Liu, Yifan Yang, Chong Luo, Zhengyuan Yang, Linjie Li, Lijuan Wang, Weizhu Chen, Xin Geng, Baining Guo
  
  ICML 2026 | February 2026
  
  Publication
- Controlled LLM Training on Spectral Sphere
  
  Tian Xie, Haoming Luo, Haoyu Tang, Yiwen Hu, Jason Klein Liu, Qingnan Ren, Yang Wang, Wayne Xin Zhao, Rui Yan, Bing Su, Chong Luo, Baining Guo
  
  ICML 2026 | January 2026
  
  Publication
- LoLA: Long Horizon Latent Action Learning for General Robot Manipulation
  
  Xiaofan Wang, Xingyu Gao, Jianlong Fu, Zuolei Li, Dean Fortier, Galen Mullins, Andrey Kolobov, Baining Guo
  
  December 2025
  
  arXiv | December 2025
  
  Publication
- Seeing Across Views: Benchmarking Spatial Reasoning of Vision-Language Models in Robotic Scenes
  
  Zhiyuan Feng, Zhaolu Kang, Qijie Wang, Zhiying Du, Jiongrui Yan, Shubin Shi, Chengbo Yuan, Huizhi Liang, Yu Deng, Qixiu Li, Rushuai Yang, Arctanx An, Leqi Zheng, Weijie Wang, Shawn Chen, Sicheng Xu, Yaobo Liang, Jiaolong Yang, Baining Guo
  
  ICLR 2026 | October 2025
  
  DOI
- RoboSeer: Video Generators Can Be Generalizable Robot Manipulators
  
  Yichao Shen, Fangyun Wei, Zhiying Du, Yaobo Liang, Yan Lu, Jiaolong Yang, Nanning Zheng, Baining Guo
  
  NeurIPS 2025 | October 2025
  
  Publication
- VASA-3D: Lifelike Audio-Driven Gaussian Head Avatars from a Single Image
  
  Sicheng Xu, Guojun Chen, Jiaolong Yang, Yu Deng, Yizhong Zhang, Stephen Lin, Baining Guo
  
  NeurIPS 2025 | October 2025
  
  Publication Project
- Phi-Ground Tech Report: Advancing Perception in GUI Grounding
  
  Miaosen Zhang, Ziqiang Xu, Jialiang Zhu, Qi Dai, Kai Qiu, Yifan Yang, Chong Luo, Tianyi Chen, Justin Wagle, Tim Franklin, Baining Guo
  
  MSR-TR-2025-63 | July 2025
  
  Published by Microsoft
  
  Publication Access
- ART: Anonymous Region Transformer for Variable Multi-Layer Transparent Image Generation
  
  Yifan Pu, Yiming Zhao, Zhicong Tang, Ruihong Yin, Haoxing Ye, Yuhui Yuan, Dong Chen, Jianmin Bao, Sirui Zhang, Yanbin Wang, Lin Liang, Lijuan Wang, Ji Li, Xiu Li, Zhouhui Lian, Gao Huang, Baining Guo
  
  CVPR 2025 | February 2025
  
  Publication
- Optimizing Large Language Model Training Using FP4 Quantization
  
  Ruizhe Wang, Yeyun Gong, Xiao Liu, Guoshuai Zhao, Ziyue Yang, Baining Guo, Zhengjun Zha, Peng Cheng
  
  ICML 2025 | January 2025
  
  DOI Publication Publication
- UniGraspTransformer: Simplified Policy Distillation for Scalable Dexterous Robotic Grasping
  
  Wenbo Wang, Fangyun Wei, Lei Zhou, Xi Chen, Lin Luo, Xiaohan Yi, Yizhong Zhang, Yaobo Liang, Chang Xu, Yan Lu, Jiaolong Yang, Baining Guo
  
  CVPR 2025 | December 2024
  
  DOI Publication Publication
- CogACT: A Foundational Vision-Language-Action Model for Synergizing Cognition and Action in Robotic Manipulation
  
  Qixiu Li, Yaobo Liang, Zeyu Wang, Lin Luo, Xi Chen, Mozheng Liao, Fangyun Wei, Yu Deng, Sicheng Xu, Yizhong Zhang, Xiaofan Wang, Bei Liu, Jianlong Fu, Jianmin Bao, Dong Chen, Yuanchun Shi, Jiaolong Yang, Baining Guo
  
  November 2024
  
  arXiv | November 2024
  
  DOI Publication Publication
- IRGen: Generative Modeling for Image Retrieval
  
  Yidan Zhang, Ting Zhang, Dong Chen, Yujing Wang, Qi Chen, Xing Xie, Hao Sun, Weiwei Deng, Qi Zhang, Fan Yang, Mao Yang, Qingmin Liao, Jingdong Wang, Baining Guo
  
  ECCV'24 | October 2024
  
  DOI Publication Publication Publication
- VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time
  
  Sicheng Xu, Guojun Chen, Yu-Xiao Guo, Jiaolong Yang, Chong Li, Zhenyu Zang, Yizhong Zhang, Xin Tong, Baining Guo
  
  NeurIPS 2024 | April 2024
  
  Publication PDF Project
- GaussianCube: A Structured and Explicit Radiance Representation for 3D Generative Modeling
  
  Bowen Zhang, Yiji Cheng, Jiaolong Yang, Chunyu Wang, Feng Zhao, Yansong Tang, Dong Chen, Baining Guo
  
  NeurIPS 2024 | March 2024
  
  Publication
- MicroCinema: A Divide-and-Conquer Approach for Text-to-Video Generation
  
  Yanhui Wang, Jianmin Bao, Wenming Weng, Ruoyu Feng, Dacheng Yin, Tao Yang, Jingxu Zhang, Qi Dai, Chunyu Wang, Kai Qiu, Yuhui Yuan, Xiaoyan Sun, Chong Luo, Baining Guo
  
  CVPR 2024 | November 2023
  
  DOI Publication Publication
- COLE: A Hierarchical Generation Framework for Multi-Layered and Editable Graphic Design
  
  Peidong Jia, Chenxuan Li, Yuhui Yuan, Zeyu Liu, Yichao Shen, Bohan Chen, Xingru Chen, Yinglin Zheng, Dong Chen, Ji Li, Xiaodong Xie, Shanghang Zhang, Baining Guo
  
  November 2023
  
  arXiv | November 2023
  
  Publication
- CCEdit: Creative and Controllable Video Editing via Diffusion Models
  
  Ruoyu Feng, Wenming Weng, Yuhui Yuan, Yuhui Yuan, Jianmin Bao, Chong Luo, Zhibo Chen, Baining Guo
  
  CVPR 2024 | September 2023
  
  DOI Publication Publication Publication
- InstructDiffusion: A Generalist Modeling Interface for Vision Tasks
  
  Zigang Geng, Binxin Yang, Tiankai Hang, Chen Li, Shuyang Gu, Ting Zhang, Jianmin Bao, Zheng Zhang, Han Hu, Dongdong Chen, Baining Guo
  
  CVPR 2024 | September 2023
  
  DOI Publication Publication Publication
- V-DETR: DETR with Vertex Relative Position Encoding for 3D Object Detection
  
  Yichao Shen, Zigang Geng, Yuhui Yuan, Yutong Lin, Ze Liu, Chunyu Wang, Han Hu, Nanning Zheng, Baining Guo
  
  ICLR 2024 | August 2023
  
  DOI PDF
- iCLIP: Bridging Image Classification and Contrastive Language-Image Pre-training for Visual Recognition
  
  Yixuan Wei, Yue Cao, Zheng Zhang, Houwen Peng, Zhuliang Yao, Zhenda Xie, Han Hu, Baining Guo
  
  CVPR 2023 | June 2023
  
  PDF Publication
- MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation
  
  Ludan Ruan, Yiyang Ma, Huan Yang, Huiguo He, Bei Liu, Jianlong Fu, Nicholas Jing Yuan, Qin Jin, Baining Guo
  
  arXiv | December 2022
  
  Publication Project
- Rodin: A Generative Model for Sculpting 3D Digital Avatars Using Diffusion
  
  Tengfei Wang, Bo Zhang, Ting Zhang, Shuyang Gu, Jianmin Bao, Tadas Baltrusaitis, Jingjing Shen, Dong Chen, Fang Wen, Qifeng Chen, Baining Guo
  
  December 2022
  
  arXiv | December 2022
  
  Publication Project
- Advancing High-Resolution Video-Language Representation with Large-Scale Video Transcriptions
  
  Hongwei Xue, Tiankai Hang, Yanhong Zeng, Yuchong Sun, Bei Liu, Huan Yang, Jianlong Fu, Baining Guo
  
  CVPR 2022 | June 2022
  
  Publication Project
- VirtualCube: An Immersive 3D Video Communication System
  
  Yizhong Zhang, Jiaolong Yang, Zhen Liu, Ruicheng Wang, Guojun Chen, Xin Tong, Baining Guo
  
  December 2021
  
  arXiv | December 2021
  
  Publication Project
- Swin Transformer: Hierarchical Vision Transformer Using Shifted Windows
  
  Ze Liu, Yutong Lin, Yue Cao, Han Hu, Yixuan Wei, Zheng Zhang, Stephen Lin, Baining Guo
  
  ICCV 2021 | October 2021
  
  Marr Prize – Best Paper Prize
  
  Publication
- CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows
  
  Xiaoyi Dong, Jianmin Bao, Dong Chen, Weiming Zhang, Nenghai Yu, Lu Yuan, Baining Guo
  
  Computer Vision and Pattern Recognition | June 2021
  
  Publication Publication
- Face X-ray for More General Face Forgery Detection
  
  Lingzhi Li, Jianmin Bao, Ting Zhang, Hao Yang, Dong Chen, Fang Wen, Baining Guo
  
  CVPR 2020 | June 2020
  
  Publication PDF
- Learning Texture Transformer Network for Image Super-Resolution
  
  Fuzhi Yang, Huan Yang, Jianlong Fu, Hongtao Lu, Baining Guo
  
  CVPR 2020 | June 2020
  
  Publication Project
- Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting
  
  Jianlong Fu, Baining Guo
  
  CVPR | July 2019
  
  Editor(s): Yanhong Zeng, Jianlong Fu,Hongyang Chao, Baining Guo
  
  Publication Project
- TopicPanorama: A Full Picture of Relevant Topics (TVCG Spotlight Article for Dec. 2016)
  
  Xiting Wang, Shixia Liu, Junlin Liu, Jianfei Chen, Jun Zhu, Baining Guo
  
  IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG) | December 2016
  
  Publication PDF DOI
- How Ideas Flow across Multiple Social Groups
  
  Xiting Wang, Shixia Liu, Yang Chen, Tai-Quan Peng, Jing Su, Jing Yang, Baining Guo
  
  IEEE Conference on Visual Analytics Science and Technology (IEEE VAST) | October 2016
  
  Publication PDF DOI
- 3D Cartoon Face Generation by Local Deformation Mapping
  
  Jingyong Zhou, Xin Tong, Zicheng Liu, Baining Guo
  
  The Visual Computer | June 2016, Vol 32: pp. 717-727
  
  Publication Publication
- Unsupervised Extraction of Video Highlights via Robust Recurrent Auto-Encoders
  
  Huan Yang, Baoyuan Wang, Stephen Lin, David Wipf, Minyi Guo, Baining Guo
  
  ICCV 2015 | December 2015
  
  Publication
- Evolutionary Bayesian Rose Trees
  
  Shixia Liu, Xiting Wang, Yangqiu Song, Baining Guo
  
  IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) | June 2015
  
  Publication PDF DOI
- Evolutionary Bayesian Rose Trees
  
  Shixia Liu, Xiting Wang, Yangqiu Song, Baining Guo
  
  IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) | June 2015
  
  Publication PDF DOI
- A Visual Evaluation Framework for In-Home Physical Evaluation
  
  Naimul Mefraz Khan, Stephen Lin, Ling Guan, Baining Guo
  
  International Symposium on Multimedia (ISM) | December 2014
  
  Publication
- TopicPanorama: a Full Picture of Relevant Topics
  
  Shixia Liu, Xiting Wang, Junlin Liu, Jianfei Chen, Jun Zhu, Baining Guo
  
  IEEE Conference on Visual Analytics Science and Technology (IEEE VAST) | October 2014
  
  Publication PDF DOI
- Let It Flow: a Static Method for Exploring Dynamic Graphs
  
  Weiwei Cui, Xiting Wang, Shixia Liu, Nathalie Henry Riche, Tara M. Madhyastha, Kwan-Liu Ma, Baining Guo
  
  IEEE Pacific Visualization Symposium (IEEE PacificVis) | March 2014
  
  Publication PDF DOI
- Let It Flow: a Static Method for Exploring Dynamic Graphs
  
  Weiwei Cui, Xiting Wang, Shixia Liu, Nathalie Henry Riche, Tara M. Madhyastha, Kwan-Liu Ma, Baining Guo
  
  PACIFICVIS '14 Proceedings of the 2014 IEEE Pacific Visualization Symposium | March 2014
  
  PDF Publication
- Orientational Pyramid Matching for Recognizing Indoor Scenes
  
  Lingxi Xie, Jingdong Wang, Baining Guo, Bo Zhang, Qi Tian
  
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR14) | January 2014
  
  PDF
- Mining Evolutionary Multi-Branch Trees from Text Streams
  
  Xiting Wang, Shixia Liu, Yangqiu Song, Baining Guo
  
  ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (ACM SIGKDD) | August 2013
  
  Publication PDF
- Material Appearance Modeling: A Data-Coherent Approach
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Published by Springer-Verlag Berlin Heidelberg 2013 | August 2013
  
  ISBN: 978-3-642-35776-3
  
  Publication Publication
- Global Illumination with Radiance Regression Functions
  
  Peiran Ren, Jinpeng Wang, Minmin Gong, Stephen Lin, Xin Tong, Baining Guo
  
  ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings | July 2013, Vol 32
  
  Publication Publication Video
- Fabricating Spatially-Varying Subsurface Scattering
  
  Yue Dong, Jinpeng Wang, Fabio Pellacini, Xin Tong, Baining Guo, Stephen Lin
  
  Material Appearance Modeling: A Data-Coherent Approach | Published by Springer Berlin Heidelberg | 2013, Vol 29
  
  ISBN: 978-3-642-35776-3
  
  PDF Publication Publication
- Interactive SVBRDF Modeling from a Single Image
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | 2013
  
  Publication
- Modeling Subsurface Light Transport with the Kernel NystrÃ¶m Method
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | 2013
  
  Publication
- Modeling Textured Translucent Materials with Lazy Solid Texture Synthesis
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | 2013
  
  Publication
- Overview of Material Fabrication
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Physical Review B Material Appearance Modeling: A Data-Coherent Approach | May 2013, pp. 143-151
  
  Publication
- Overview of Subsurface Light Transport
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | May 2013, pp. 75-78
  
  Publication
- Surface Reflectance Overview
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | 2013
  
  Publication
- Efficient SVBRDF Acquisition with Manifold Bootstrapping
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | April 2013, pp. 27-48
  
  Publication
- Fast Neighborhood Graph Search Using Cartesian Concatenation
  
  Jing Wang, Jingdong Wang, Gang Zeng, Rui Gan, Shipeng Li, Baining Guo
  
  The Fourteenth IEEE International Conference on Computer Vision (ICCV13) | January 2013
  
  PDF
- An Interactive Approach to Semantic Modeling of Indoor Scenes with an RGBD Camera
  
  Tianjia Shao, Weiwei Xu, Kun Zhou, Jingdong Wang, Dongping Li, Baining Guo
  
  ACM Transactions on Graphics (TOG) | November 2012
  
  Publication Publication
- Modeling and rendering of heterogeneous translucent materials using the diffusion equation
  
  Jiaping Wang, Stephen Lin, Baining Guo
  
  August 2012
  
  August 2012 | US Patent 8243071 B2 edition edition
  
  US Patent 8243071 B2
  
  Publication
- Diffusion Curve Textures for Resolution Independent Texture Mapping
  
  Xin Sun, Guofu Xie, Stephen Lin, Weiwei Xu, Wencheng Wang, Xin Tong, Baining Guo, Yue Dong
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2012 | August 2012, Vol 31
  
  PDF Publication Publication Video
- Rendering global light transport in real-time using machine learning
  
  Jiaping Wang, Peiran Ren, Baining Guo, Minmin Gong, Xin Tong, Stephen Lin
  
  June 2012
  
  June 2012 | US Patent 9684996 B2 edition edition
  
  US Patent 9684996 B2
  
  Publication
- TransCut: Interactive Rendering of Translucent Cutouts
  
  Dongping Li, Xin Sun, Zhong Ren, Stephen Lin, Yiying Tong, Baining Guo, Kun Zhou
  
  IEEE Transactions on Visualization and Computer Graphics | May 2012, Vol 19(3): pp. 484-494
  
  Publication Publication
- Single-View Hair Modeling for Portrait Manipulation
  
  Menglei Chai, Lvdi Wang, Yanlin Weng, Yizhou Yu, Baining Guo, Kun Zhou
  
  ACM Transactions on Graphics | January 2012, Vol 37(7)
  
  PDF
- AppGen: Interactive Material Modeling from a Single Image
  
  Yue Dong, Xin Tong, Fabio Pellacini, Baining Guo
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2011 | December 2011, Vol 30
  
  ISBN: 978-1-4503-0807-6
  
  PDF Publication Publication Video
- Real-time rendering of light-scattering media
  
  Kun Zhou, Zhong Ren, Stephen Lin, Baining Guo, Harry Shum
  
  US Patent 8009168 B2 | August 2011
  
  Publication
- Line space gathering for single scattering in large scenes
  
  Sun Xin, Stephen Lin, Baining Guo
  
  April 2011
  
  April 2011 | US Patent 8922556 B2 edition edition
  
  US Patent 8922556 B2
  
  Publication
- Interactive relighting with dynamic reflectance
  
  Kun Zhou, Yanyun Chen, Stephen Lin, Baining Guo
  
  February 2011
  
  February 2011 | US Patent 7884820 B2 edition edition
  
  US Patent 7884820 B2
  
  Publication
- Condenser-Based Instant Reflectometry
  
  Yanxiang Lan, Yue Dong, Jiaping Wang, Xin Tong, Baining Guo
  
  Computer Graphics Forum | September 2010, Vol 29: pp. 2091-2098
  
  PDF Publication
- Line space gathering for single scattering in large scenes
  
  Xin Sun, Kun Zhou, Stephen Lin, Baining Guo
  
  ACM Transactions on Graphics (TOG) | June 2010, Vol 29(4)
  
  Publication Publication
- RenderAnts: Interactive Reyes Rendering on GPUs
  
  Kun Zhou, Qiming Hou, Zhong Ren, Minmin Gong, Xin Sun, Baining Guo
  
  ACM Transactions on Graphics | December 2009
  
  to appear
  
  PDF
- Edit Propagation on Bidirectional Texture Functions
  
  Kun Xu, Jinpeng Wang, Xin Tong, Shi-Min Hu, Baining Guo
  
  Computer Graphics Forum | October 2009, Vol 28: pp. 1871-1877
  
  PDF Publication Publication Video
- Sketch and Match: Scene Montage Using a Huge Image Collection
  
  Yiming Liu, Dong Xu, Jiaping wang, Chi-Keung Tang, Haoda Huang, Xin Tong, Baining Guo
  
  MSR-TR-2009-134 | September 2009
  
  PDF PDF
- Kernel NystrÃ¶m Method for Light Transport
  
  Jiaping Wang, Yue Dong, Xin Tong, Zhouchen Lin, Baining Guo
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2009 | July 2009, Vol 28
  
  ISBN: 978-1-60558-726-4
  
  PDF Publication Video
- SVBRDF Bootstrapping
  
  Jiaping Wang, Yue Dong, Xin Tong, John Snyder, Moshe Ben-Ezra, Yanxiang Lan, Baining Guo
  
  MSR-TR-2009-2016 | May 2009
  
  PDF
- Rendering in scattering media
  
  Zhong Ren, Kun Zhou, Stephen Lin, Baining Guo
  
  October 2008
  
  October 2008 | US Patent 20100085360 A1 edition edition
  
  US Patent 20100085360 A1
  
  Publication
- Gradient-based Interpolation and Sampling for Real-time Rendering of Inhomogeneous, Single-scattering Media
  
  Zhong Ren, Kun Zhou, Stephen Lin, Baining Guo
  
  Computer Graphics Forum | October 2008, Vol 27(7): pp. 1945-1953
  
  Publication Publication
- Gradient-based Interpolation and Sampling for Real-Time Rendering of Inhomogeneous, Single-Scattering Media
  
  Zhong Ren, Kun Zhou, Stephen Lin, Baining Guo
  
  MSR-TR-2008-51 | April 2008
  
  PDF
- Highly Parallel Surface Reconstruction
  
  Kun Zhou, Minmin Gong, Xin Huang, Baining Guo
  
  MSR-TR-2008-53 | April 2008
  
  PDF
- Real-Time KD-Tree Construction on Graphics Hardware
  
  Kun Zhou, Qiming Hou, Rui Wang, Baining Guo
  
  MSR-TR-2008-52 | April 2008
  
  PDF
- Filtering and Rendering of Resolution-Dependent Reflectance Models
  
  Ping Tan, Long Quan, Stephen Lin, Baining Guo, Harry Shum
  
  IEEE Transactions on Visualization and Computer Graphics | January 2008, Vol 14(2): pp. 412-425
  
  Publication Publication
- Interactive Relighting of Dynamic Refractive Objects
  
  Xin Sun, Kun Zhou, Eric Stollnitz, Jiaoying Shi, Baining Guo
  
  SIGGRAPH '08 Conference Proceedings | January 2008
  
  PDF
- Keyframe-Based Video Object Deformation
  
  Yanlin Weng, Weiwei Xu, Shichao Hu, Jun Zhang, Baining Guo
  
  MSR-TR-2007-163 | October 2007
  
  PDF PDF
- Real-Time Smoke Rendering Using Compensated Ray Marching
  
  Kun Zhou, Zhong Ren, Stephen Lin, Hujun Bao, Baining Guo, Harry Shum
  
  MSR-TR-2007-142 | September 2007
  
  PDF
- Interactive relighting with dynamic BRDFs
  
  Xin Sun, Kun Zhou, Stephen Lin, Yanyun Chen, Jiaoying Shi, Baining Guo
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2007 | July 2007, Vol 26(3)
  
  Publication Publication
- Modeling and Rendering of Heterogeneous Translucent Materials Using the Diffusion Equation
  
  Jiaping Wang, Shuang Zhao, Xin Tong, Stephen Lin, Zhouchen Lin, Yue Dong, Baining Guo, Harry Shum
  
  ACM Transactions on Graphics (TOG) | May 2007, Vol 27
  
  PDF Publication Publication
- Rendering from Compressed High Dynamic Range Textures on Programmable Graphics Hardware
  
  Lvdi Wang, Xi Wang, Peter-Pike Sloan, Li-Yi Wei, Xin Tong, Baining Guo
  
  April 2007
  
  ISBN: 978-1-59593-628-8
  
  PDF Publication
- Fogshop: Real-Time Design and Rendering of Inhomogeneous, Single-Scattering Media
  
  Kun Zhou, Qiming Hou, Minmin Gong, John Snyder, Baining Guo, Harry Shum
  
  MSR-TR-2007-37 | March 2007
  
  PDF
- Real-time texture rendering using generalized displacement maps
  
  Xi Wang, Xin Tong, Stephen Lin, Baining Guo, Harry Shum
  
  US Patent 7184052 B2 | February 2007
  
  Publication
- All-Frequency Rendering of Dynamic, Spatially-Varying Reï¬‚ectance
  
  Jiaping Wang, Minmin Gong, John Snyder, Baining Guo, Peiran Ren
  
  ACM Transactions on Graphics | January 2007
  
  PDF PDF Video
- Spherical Harmonics Scaling
  
  Kun Zhou, Jiaping Wang, Stephen Lin, Baining Guo
  
  December 2006, Vol 22(9-11): pp. 713-720
  
  December 2006 | US Patent 7,663,623 B2 edition edition
  
  US Patent 7,663,623 B2
  
  Publication
- Variational Sphere set Approximation for Solid Objects
  
  Rui Wang, Kun Zhou, John Snyder, Xinguo Liu, Hujun Bao, Qunsheng Peng, Baining Guo
  
  The Visual Computer | August 2006
  
  PDF Publication
- Real-Time Soft Shadows in Dynamic Scenes Using Spherical Harmonic Exponentiation
  
  Zhong Ren, Rui Wang, John Snyder, Kun Zhou, Xinguo Liu, Bo Sun, Peter-Pike Sloan, Hujun Bao, Qunsheng Peng, Baining Guo
  
  ACM Transaction on Graphics | August 2006, pp. 977-986
  
  ISBN: 1-59593-364-6
  
  PDF PDF PDF Publication Video
- Appearance Manifolds for Modeling Time-Variant Appearance of Materials
  
  Jiaping Wang, Xin Tong, Stephen Lin, Minghao Pan, Chao Wang, Hujun Bao, Baining Guo, Harry Shum
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2006 | July 2006, Vol 25: pp. 754-761
  
  ISBN: 1-59593-364-6
  
  PDF PDF Publication Publication Video
- Mesh Quilting For Geometric Texture Synthesis
  
  Kun Zhou, Xin Huang, Xi Wang, Yiying Tong, Mathieu Desbrun, Baining Guo, Heung-Yeung Shum
  
  July 2006
  
  PDF
- Real-time Multi-perspective Rendering on Graphics Hardware
  
  Li-Yi Wei, Xianyou Hou, Heung-Yeung Shum, Baining Guo
  
  EGSR 2006 | July 2006
  
  PDF
- Silhouette Texture
  
  Hongzhi Wu, Li-Yi Wei, Xi Wang, Baining Guo
  
  July 2006
  
  PDF
- Subspace Gradient Domain Mesh Deformation
  
  Jin Huang, Xiaohan Shi, Xinguo Liu, Kun Zhou, Li-Yi Wei, Shang-Hua Teng, Hujun Bao, Baining Guo, Heung-Yeung Shum
  
  July 2006
  
  PDF Publication
- Real-Time Facial Expression Mapping for High Resolution 3D Meshes
  
  Mingli Song, Zicheng Liu, Baining Guo
  
  24th Computer Graphics International Conference | June 2006
  
  Publication Publication
- Surface detail rendering using leap textures
  
  Xin Wang, Xin Tong, Stephen Lin, Baining Guo
  
  March 2006
  
  March 2006 | US Patent 7586494 B2 edition edition
  
  US Patent 7586494 B2
  
  Publication
- Clustering Method for Fast Deformation with Constraints
  
  Jin Huang, Xinguo Liu, Hujun Bao, Baining Guo, Heung-Yeung Shum
  
  November 2005
  
  PDF
- Decorating Surfaces with Bidirectional Texture Functions
  
  Kun Zhou, Peng Du, Lifeng Wang, Yasuyuki Matsushita, Jiaoying Shi, Baining Guo, Heung-Yeung Shum
  
  IEEE Transactions on Visualization and Computer Graphics | November 2005, Vol 11: pp. 519-528
  
  PDF PDF Publication
- Capturing and Rendering Geometry Details for BTF-mapped Surfaces
  
  Jinpeng Wang, Xin Tong, John Snyder, Yanyun Chen, Baining Guo, Heung-Yeung Shum
  
  The Visual Computer | September 2005, Vol 21: pp. 559-568
  
  Publication Publication Video
- Large Mesh Deformation Using the Volumetric Graph Laplacian
  
  Kun Zhou, Jin Huang, John Snyder, Xinguo Liu, Hujun Bao, Baining Guo, Heung-Yeung Shum
  
  August 2005
  
  PDF PDF Publication Video
- Precomputed Shadow Fields for Dynamic Scenes
  
  Kun Zhou, Yaohua Hu, Stephen Lin, Baining Guo, Heung-Yeung Shum
  
  August 2005
  
  PDF PDF Publication
- Real-Time Rendering of Plant Leaves
  
  Lifeng Wang, Wenle Wang, Julie Dorsey, Xu Yang, Baining Guo, Heung-Yeung Shum
  
  August 2005
  
  PDF PDF Document Publication
- TextureMontage: Seamless Texturing of Arbitrary Surfaces From Multiple Images
  
  Kun Zhou, Xi Wang, Yiying Tong, Mathieu Desbrun, Baining Guo, Heung-Yeung Shum
  
  August 2005
  
  PDF PDF Publication
- Visual Simulation of Weathering By Î³-ton Tracing
  
  Yanyun Chen, Lin Xia, Tien-Tsin Wong, Xin Tong, Hujun Bao, Baining Guo, Heung-Yeung Shum
  
  August 2005
  
  PDF PDF Publication
- Modeling and Rendering of Quasi-Homogeneous Materials
  
  Xin Tong, Jiaping Wang, Stephen Lin, Baining Guo, Harry Shum
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2005 | July 2005, Vol 24
  
  PDF PDF Publication Publication
- Shadow Fields for Deformable Objects
  
  Kun Zhou, Stephen Lin, Baining Guo, Heung-Yeung Shum
  
  MSR-TR-2005-96 | July 2005
  
  PDF
- Multiresolution Reflectance Filtering
  
  Ping Tan, Stephen Lin, Long Quan, Baining Guo, Harry Shum
  
  EGSR '05 Proceedings of the Sixteenth Eurographics conference on Rendering Techniques | June 2005
  
  Publication Publication
- Representing quasi-homogenous materials
  
  Xin Tong, Jiaping Wang, Stephen Lin, Baining Guo, Harry Shum
  
  June 2005
  
  June 2005 | US Patent 7312797 B2 edition edition
  
  US Patent 7312797 B2
  
  Publication
- Light field morphing using 2D features
  
  Lifeng Wang, Stephen Lin, Seungyong Lee, Baining Guo, Harry Shum
  
  IEEE Transactions on Visualization and Computer Graphics | January 2005, pp. 25-34
  
  Publication Publication
- Real-time environment map interpolation
  
  Wenle Wang, Lifeng Wang, Stephen Lin, Jianmin Wang, Baining Guo
  
  International Conference on Image and Graphics (ICIG) | December 2004
  
  Publication
- Optimizing real-time rendering of texture mapped object models relative to adjustable distortion thresholds
  
  Xi Wang, Xin Tong, Stephen Lin, Baining Guo, Heung-Yeung Shum
  
  November 2004
  
  November 2004
  
  US Patent 7286135 B2
  
  Publication
- System and method for generating generalized displacement maps from mesostructure geometries
  
  Xi Wang, Xin Tong, Stephen Lin, Baining Guo, Heung-Yeung Shum
  
  November 2004
  
  November 2004
  
  US Patent 7310101 B2
  
  Publication
- Perceptually Based Approach for Planar Shape Morphing
  
  Ligang Liu, Guopu Wang1y, Bruce Zhang, Baining Guo, Heung-Yeung Shum
  
  October 2004
  
  PDF Publication
- Shell Texture Functions
  
  Yanyun Chen, Xin Tong, Jinpeng Wang, Stephen Lin, Baining Guo, Heung-Yeung Shum
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2004 | August 2004, pp. 343-353
  
  Publication Publication
- Iso-Charts: Stretch-Driven Mesh Parameterization using Spectral Analysis
  
  Kun Zhou, John Snyder, Baining Guo, Heung-Yeung Shum
  
  SGP '04 Proceedings of the 2004 Eurographics/ACM SIGGRAPH symposium on Geometry processing | July 2004
  
  ISBN: 3-905673-13-4
  
  PDF PDF PDF Publication Publication Video
- Generalized Displacement Maps
  
  Xi Wang, Xin Tong, Stephen Lin, Shimin Hu, Baining Guo, Heung-Yeung Shum
  
  Eurographics Symposium on Rendering (EGSR) | June 2004
  
  Publication Publication
- Synthesis and Rendering of Bidirectional Texture Functions on Arbitrary Surfaces
  
  Xinguo Liu, Yaohua Hu, Jingdan Zhang, Xin Tong, Baining Guo, Heung-Yeung Shum
  
  June 2004
  
  PDF Publication Publication
- Mesh Editing with Gradient Field Manipulation
  
  Yizhou Yu, Kun Zhou, Dong Xu, Xiaohan Shi, Hujun Bao, Baining Guo, Heung-Yeung Shum
  
  MSR-TR-2004-39 | April 2004
  
  PDF Publication
- Face Synthesis
  
  Zicheng Liu, Baining Guo
  
  Handbook of Face Recognition | Published by Springer London | 2004 | Handbook of Face Recognition edition
  
  Publication Publication
- Photo-realistic conversation agent
  
  Bo Zhang, Zicheng Liu, Baining Guo
  
  Integrated image and graphics technologies | Published by ACM | 2004
  
  ISBN: 1-4020-7774-2
  
  Publication
- Interactive Modeling of Tree Bark
  
  Xi Wang, Lifeng Wang, Ligang Liu Shimin Hu, Baining Guo
  
  11th Pacific Conference onComputer Graphics and Applications | October 2003
  
  PDF Publication
- View-Dependent Displacement Mapping
  
  Lifeng Wang, Xi Wang, Xin Tong, Stephen Lin, Shimin Hu, Baining Guo, Heung-Yeung Shum
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2003 | July 2003, Vol 22(3): pp. 334-339
  
  Publication Publication
- Correction and Rectification of Light Fields
  
  Ke Deng, Lifeng Wang, Zhouchen Lin, Tao Feng, Zhidong Deng, Baining Guo
  
  April 2003
  
  PDF Publication
- Realistic Rendering and Animation of Knitwear
  
  Yanyun Chen, Stephen Lin, Hua Zhong, Ying-Qing Xu, Baining Guo, Heung-Yeung Shum
  
  IEEE Transactions on Visualization and Computer Graphics (TVCG) | February 2003, Vol 9(1): pp. 43-55
  
  Publication Publication
- A Geometry-Driven Photorealisitc Facial Expression Synthesis
  
  Qingshan Zhang, Zicheng Liu, Baining Guo, Demetri Terzopoulos, Heung-Yeung Shum
  
  IEEE Transactions on Visualization and Computer Graphics | January 2003
  
  PDF
- Synthesis of Progressively-Variant Textures on Arbitrary Surfaces
  
  Jingdan Zhang, Kun Zhou, Luiz Velho, Baining Guo, Heung-Yeung Shum
  
  ACM Trans. Graph. | January 2003, Vol 22(3): pp. 295-302
  
  PDF
- System and Method for Real Time Lip Synchronization
  
  Ying Huang, Stephen Lin, Baining Guo, Heung-Yeung Shum
  
  December 2002
  
  December 2002
  
  US Patent 7,133,535
  
  Publication
- Real-time Lip Synchronization Based on Hidden Markov Models
  
  Ying Huang, Stephen Lin, Xiaoqing Ding, Baining Guo, Heung-Yeung Shum
  
  Asian Conference on Computer Vision (ACCV) | October 2002
  
  Publication
- Macrostructure modeling with microstructure reflectance slices
  
  Baining Guo, Stephen Lin, Heung-Yeung Shum, Ying-Qing Xu, Yanyun Chen
  
  August 2001
  
  August 2001
  
  US Patent 6961058 B2
  
  Publication
- Photorealistic rendering of knitwear using the lumislice
  
  Ying-Qing Xu, Yanyun Chen, Stephen Lin, Hua Zhong, Enhua Wu, Baining Guo, Heung-Yeung Shum
  
  SIGGRAPH '01: Proceedings of the 28th annual conference on Computer graphics and interactive techniques | August 2001
  
  Publication
- Real-Time Texture Synthesis By Patch-Based Sampling
  
  Lin Liang, Ce Liu, Ying-Qing Xu, Baining Guo, Heung-Yeung Shum
  
  MSR-TR-2001-40 | March 2001
  
  PDF
- Chaos Mosaic: Fast and Memory Efficient Texture Synthesis
  
  Baining Guo, Harry Shum, Ying-Qing Xu
  
  MSR-TR-2000-32 | April 2000
  
  PDF
- Realistic and Efficient Rendering of Free-form Knitwear
  
  Hua Zhong, Ying-Qing Xu, Baining Guo, Harry Shum
  
  MSR-TR-2000-33 | April 2000
  
  PDF

- Continue or Replan? Bernoulli-Continuation Policy Learning for Adaptive Horizon Execution
  
  Weichen Xu, Zhenhua Liu, Lin Luo, Yaobo Liang, Chengtang Yao, Qingyu Mei, Jian Cao, Xixin Cao, Xingyi Zhang, Jiaolong Yang, Baining Guo
  
  August 2026
  
  arXiv | August 2026
  
  Publication
- XL-DocBench: Benchmarking Evidence-Grounded Extra-Long Document Understanding
  
  Hongchen Wei, Yuanzhe Wang, Bei Liu, Yifan Yang, Qi Dai, Ruichun Ma, Kai Qiu, Yunsheng Li, Dongdong Chen, Chong Luo, Zhenzhong Chen, Baining Guo
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- FM-VLA: Force-based Memory for Vision-Language-Action Models in Contact-Rich Manipulation
  
  Ruicheng Li, Qixiu Li, Ruichun Ma, Yu Deng, Lin Luo, Zhiying Du, Jianfeng Xiang, Huizhi Liang, Ruicheng Wang, Jiaolong Yang, Baining Guo
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- TaskGround: Structured Executable Task Inference for Full-Scene Household Reasoning
  
  Zhiyuan Feng, Yu Deng, Ruichuan An, Zhenhua Liu, Qixiu Li, Keming Wu, Zhiying Du, Weijie Wang, Haoxiao Wang, Shuang Chen, Sicheng Xu, Yaobo Liang, Jiaolong Yang, Baining Guo
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- Beyond Sunk Costs: Boosting LLM Pre-training Efficiency via Orthogonal Growth of Mixture-of-Experts
  
  Ruizhe Wang, Yucheng Ding, Xiao Liu, Yaoxiang Wang, Peng Cheng, Baining Guo, Zhengjun Zha, Yeyun Gong
  
  ICML 2026 | May 2026
  
  Publication
- Covering Human Action Space for Computer Use: Data Synthesis and Benchmark
  
  Miaosen Zhang, Xiaohan Zhao, Zhihong Tan, Huoshen Zhou, Yijia Fan, Yifan Yang, Kai Qiu, Bei Liu, Justin Wagle, Chenzhong Yin, Mingxi Cheng, Ji Li, Qi Dai, Chong Luo, Xu Yang, Xin Geng, Baining Guo
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- Towards On-Policy SFT: Distribution Discriminant Theory and its Applications in LLM Training
  
  Miaosen Zhang, Yishan Liu, Shuxia Lin, Xu Yang, Qi Dai, Chong Luo, Wei Jiang, Peng-Fei Hou, Anxiang Zeng, Xin Geng, Baining Guo
  
  ICML 2026 | March 2026
  
  Preprint
- RE-TRAC: REcursive TRAjectory Compression for Deep Search Agents
  
  Jialiang Zhu, Gongrui Zhang, Xiaolong Ma, Lin Xu, Miaosen Zhang, Ruiqi Yang, Song Wang, Kai Qiu, Zhirong Wu, Qi Dai, Rui Ma, Bei Liu, Yifan Yang, Chong Luo, Zhengyuan Yang, Linjie Li, Lijuan Wang, Weizhu Chen, Xin Geng, Baining Guo
  
  ICML 2026 | February 2026
  
  Publication
- Controlled LLM Training on Spectral Sphere
  
  Tian Xie, Haoming Luo, Haoyu Tang, Yiwen Hu, Jason Klein Liu, Qingnan Ren, Yang Wang, Wayne Xin Zhao, Rui Yan, Bing Su, Chong Luo, Baining Guo
  
  ICML 2026 | January 2026
  
  Publication
- Seeing Across Views: Benchmarking Spatial Reasoning of Vision-Language Models in Robotic Scenes
  
  Zhiyuan Feng, Zhaolu Kang, Qijie Wang, Zhiying Du, Jiongrui Yan, Shubin Shi, Chengbo Yuan, Huizhi Liang, Yu Deng, Qixiu Li, Rushuai Yang, Arctanx An, Leqi Zheng, Weijie Wang, Shawn Chen, Sicheng Xu, Yaobo Liang, Jiaolong Yang, Baining Guo
  
  ICLR 2026 | October 2025
  
  DOI
- RoboSeer: Video Generators Can Be Generalizable Robot Manipulators
  
  Yichao Shen, Fangyun Wei, Zhiying Du, Yaobo Liang, Yan Lu, Jiaolong Yang, Nanning Zheng, Baining Guo
  
  NeurIPS 2025 | October 2025
  
  Publication
- VASA-3D: Lifelike Audio-Driven Gaussian Head Avatars from a Single Image
  
  Sicheng Xu, Guojun Chen, Jiaolong Yang, Yu Deng, Yizhong Zhang, Stephen Lin, Baining Guo
  
  NeurIPS 2025 | October 2025
  
  Publication Project
- Phi-Ground Tech Report: Advancing Perception in GUI Grounding
  
  Miaosen Zhang, Ziqiang Xu, Jialiang Zhu, Qi Dai, Kai Qiu, Yifan Yang, Chong Luo, Tianyi Chen, Justin Wagle, Tim Franklin, Baining Guo
  
  MSR-TR-2025-63 | July 2025
  
  Published by Microsoft
  
  Publication Access
- ART: Anonymous Region Transformer for Variable Multi-Layer Transparent Image Generation
  
  Yifan Pu, Yiming Zhao, Zhicong Tang, Ruihong Yin, Haoxing Ye, Yuhui Yuan, Dong Chen, Jianmin Bao, Sirui Zhang, Yanbin Wang, Lin Liang, Lijuan Wang, Ji Li, Xiu Li, Zhouhui Lian, Gao Huang, Baining Guo
  
  CVPR 2025 | February 2025
  
  Publication
- Optimizing Large Language Model Training Using FP4 Quantization
  
  Ruizhe Wang, Yeyun Gong, Xiao Liu, Guoshuai Zhao, Ziyue Yang, Baining Guo, Zhengjun Zha, Peng Cheng
  
  ICML 2025 | January 2025
  
  DOI Publication Publication
- UniGraspTransformer: Simplified Policy Distillation for Scalable Dexterous Robotic Grasping
  
  Wenbo Wang, Fangyun Wei, Lei Zhou, Xi Chen, Lin Luo, Xiaohan Yi, Yizhong Zhang, Yaobo Liang, Chang Xu, Yan Lu, Jiaolong Yang, Baining Guo
  
  CVPR 2025 | December 2024
  
  DOI Publication Publication
- CogACT: A Foundational Vision-Language-Action Model for Synergizing Cognition and Action in Robotic Manipulation
  
  Qixiu Li, Yaobo Liang, Zeyu Wang, Lin Luo, Xi Chen, Mozheng Liao, Fangyun Wei, Yu Deng, Sicheng Xu, Yizhong Zhang, Xiaofan Wang, Bei Liu, Jianlong Fu, Jianmin Bao, Dong Chen, Yuanchun Shi, Jiaolong Yang, Baining Guo
  
  November 2024
  
  arXiv | November 2024
  
  DOI Publication Publication
- IRGen: Generative Modeling for Image Retrieval
  
  Yidan Zhang, Ting Zhang, Dong Chen, Yujing Wang, Qi Chen, Xing Xie, Hao Sun, Weiwei Deng, Qi Zhang, Fan Yang, Mao Yang, Qingmin Liao, Jingdong Wang, Baining Guo
  
  ECCV'24 | October 2024
  
  DOI Publication Publication Publication
- GaussianCube: A Structured and Explicit Radiance Representation for 3D Generative Modeling
  
  Bowen Zhang, Yiji Cheng, Jiaolong Yang, Chunyu Wang, Feng Zhao, Yansong Tang, Dong Chen, Baining Guo
  
  NeurIPS 2024 | March 2024
  
  Publication
- COLE: A Hierarchical Generation Framework for Multi-Layered and Editable Graphic Design
  
  Peidong Jia, Chenxuan Li, Yuhui Yuan, Zeyu Liu, Yichao Shen, Bohan Chen, Xingru Chen, Yinglin Zheng, Dong Chen, Ji Li, Xiaodong Xie, Shanghang Zhang, Baining Guo
  
  November 2023
  
  arXiv | November 2023
  
  Publication
- V-DETR: DETR with Vertex Relative Position Encoding for 3D Object Detection
  
  Yichao Shen, Zigang Geng, Yuhui Yuan, Yutong Lin, Ze Liu, Chunyu Wang, Han Hu, Nanning Zheng, Baining Guo
  
  ICLR 2024 | August 2023
  
  DOI PDF
- Unsupervised Extraction of Video Highlights via Robust Recurrent Auto-Encoders
  
  Huan Yang, Baoyuan Wang, Stephen Lin, David Wipf, Minyi Guo, Baining Guo
  
  ICCV 2015 | December 2015
  
  Publication
- Evolutionary Bayesian Rose Trees
  
  Shixia Liu, Xiting Wang, Yangqiu Song, Baining Guo
  
  IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) | June 2015
  
  Publication PDF DOI
- Evolutionary Bayesian Rose Trees
  
  Shixia Liu, Xiting Wang, Yangqiu Song, Baining Guo
  
  IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) | June 2015
  
  Publication PDF DOI
- Mining Evolutionary Multi-Branch Trees from Text Streams
  
  Xiting Wang, Shixia Liu, Yangqiu Song, Baining Guo
  
  ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (ACM SIGKDD) | August 2013
  
  Publication PDF
- Real-Time Facial Expression Mapping for High Resolution 3D Meshes
  
  Mingli Song, Zicheng Liu, Baining Guo
  
  24th Computer Graphics International Conference | June 2006
  
  Publication Publication
- Photo-realistic conversation agent
  
  Bo Zhang, Zicheng Liu, Baining Guo
  
  Integrated image and graphics technologies | Published by ACM | 2004
  
  ISBN: 1-4020-7774-2
  
  Publication
- Face Synthesis
  
  Zicheng Liu, Baining Guo
  
  Handbook of Face Recognition | Published by Springer London | 2004 | Handbook of Face Recognition edition
  
  Publication Publication
- Continue or Replan? Bernoulli-Continuation Policy Learning for Adaptive Horizon Execution
  
  Weichen Xu, Zhenhua Liu, Lin Luo, Yaobo Liang, Chengtang Yao, Qingyu Mei, Jian Cao, Xixin Cao, Xingyi Zhang, Jiaolong Yang, Baining Guo
  
  August 2026
  
  arXiv | August 2026
  
  Publication
- FM-VLA: Force-based Memory for Vision-Language-Action Models in Contact-Rich Manipulation
  
  Ruicheng Li, Qixiu Li, Ruichun Ma, Yu Deng, Lin Luo, Zhiying Du, Jianfeng Xiang, Huizhi Liang, Ruicheng Wang, Jiaolong Yang, Baining Guo
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- Fabricating Spatially-Varying Subsurface Scattering
  
  Yue Dong, Jinpeng Wang, Fabio Pellacini, Xin Tong, Baining Guo, Stephen Lin
  
  Material Appearance Modeling: A Data-Coherent Approach | Published by Springer Berlin Heidelberg | 2013, Vol 29
  
  ISBN: 978-3-642-35776-3
  
  PDF Publication Publication
- RenderAnts: Interactive Reyes Rendering on GPUs
  
  Kun Zhou, Qiming Hou, Zhong Ren, Minmin Gong, Xin Sun, Baining Guo
  
  ACM Transactions on Graphics | December 2009
  
  to appear
  
  PDF
- Fogshop: Real-Time Design and Rendering of Inhomogeneous, Single-Scattering Media
  
  Kun Zhou, Qiming Hou, Minmin Gong, John Snyder, Baining Guo, Harry Shum
  
  MSR-TR-2007-37 | March 2007
  
  PDF
- Real-Time Texture Synthesis By Patch-Based Sampling
  
  Lin Liang, Ce Liu, Ying-Qing Xu, Baining Guo, Heung-Yeung Shum
  
  MSR-TR-2001-40 | March 2001
  
  PDF
- Real-Time Generation of Streamable Talking Portrait Video with Reference-Guided Deep Compression VAEs
  
  Sicheng Xu, Yunhao Deng, Shoukang Hu, Yichuan Wang, Yizhong Zhang, Zhanglu Chen, Jiaolong Yang, Baining Guo
  
  CVPR 2026 | June 2026
  
  Publication
- Lens: Rethinking Training Efficiency for Foundational Text-to-Image Models
  
  Dong Chen, Fangyun Wei, Ziyu Wan, Dongdong Chen, Jiawei Zhang, Jinjing Zhao, Sirui Zhang, Yang Yue, Zhiyang Liang, Baining Guo, Chong Luo, Jianmin Bao, Ji Li, Lei Shi, Qinhong Yang, Xiuyu Wu, Xuelu Feng, Yan Lu, Yanchen Dong, Yitong Wang, Yun Chen
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- TaskGround: Structured Executable Task Inference for Full-Scene Household Reasoning
  
  Zhiyuan Feng, Yu Deng, Ruichuan An, Zhenhua Liu, Qixiu Li, Keming Wu, Zhiying Du, Weijie Wang, Haoxiao Wang, Shuang Chen, Sicheng Xu, Yaobo Liang, Jiaolong Yang, Baining Guo
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- Towards On-Policy SFT: Distribution Discriminant Theory and its Applications in LLM Training
  
  Miaosen Zhang, Yishan Liu, Shuxia Lin, Xu Yang, Qi Dai, Chong Luo, Wei Jiang, Peng-Fei Hou, Anxiang Zeng, Xin Geng, Baining Guo
  
  ICML 2026 | March 2026
  
  Preprint
- LoLA: Long Horizon Latent Action Learning for General Robot Manipulation
  
  Xiaofan Wang, Xingyu Gao, Jianlong Fu, Zuolei Li, Dean Fortier, Galen Mullins, Andrey Kolobov, Baining Guo
  
  December 2025
  
  arXiv | December 2025
  
  Publication
- Phi-Ground Tech Report: Advancing Perception in GUI Grounding
  
  Miaosen Zhang, Ziqiang Xu, Jialiang Zhu, Qi Dai, Kai Qiu, Yifan Yang, Chong Luo, Tianyi Chen, Justin Wagle, Tim Franklin, Baining Guo
  
  MSR-TR-2025-63 | July 2025
  
  Published by Microsoft
  
  Publication Access
- UniGraspTransformer: Simplified Policy Distillation for Scalable Dexterous Robotic Grasping
  
  Wenbo Wang, Fangyun Wei, Lei Zhou, Xi Chen, Lin Luo, Xiaohan Yi, Yizhong Zhang, Yaobo Liang, Chang Xu, Yan Lu, Jiaolong Yang, Baining Guo
  
  CVPR 2025 | December 2024
  
  DOI Publication Publication
- CogACT: A Foundational Vision-Language-Action Model for Synergizing Cognition and Action in Robotic Manipulation
  
  Qixiu Li, Yaobo Liang, Zeyu Wang, Lin Luo, Xi Chen, Mozheng Liao, Fangyun Wei, Yu Deng, Sicheng Xu, Yizhong Zhang, Xiaofan Wang, Bei Liu, Jianlong Fu, Jianmin Bao, Dong Chen, Yuanchun Shi, Jiaolong Yang, Baining Guo
  
  November 2024
  
  arXiv | November 2024
  
  DOI Publication Publication
- VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time
  
  Sicheng Xu, Guojun Chen, Yu-Xiao Guo, Jiaolong Yang, Chong Li, Zhenyu Zang, Yizhong Zhang, Xin Tong, Baining Guo
  
  NeurIPS 2024 | April 2024
  
  Publication PDF Project
- MicroCinema: A Divide-and-Conquer Approach for Text-to-Video Generation
  
  Yanhui Wang, Jianmin Bao, Wenming Weng, Ruoyu Feng, Dacheng Yin, Tao Yang, Jingxu Zhang, Qi Dai, Chunyu Wang, Kai Qiu, Yuhui Yuan, Xiaoyan Sun, Chong Luo, Baining Guo
  
  CVPR 2024 | November 2023
  
  DOI Publication Publication
- CCEdit: Creative and Controllable Video Editing via Diffusion Models
  
  Ruoyu Feng, Wenming Weng, Yuhui Yuan, Yuhui Yuan, Jianmin Bao, Chong Luo, Zhibo Chen, Baining Guo
  
  CVPR 2024 | September 2023
  
  DOI Publication Publication Publication
- InstructDiffusion: A Generalist Modeling Interface for Vision Tasks
  
  Zigang Geng, Binxin Yang, Tiankai Hang, Chen Li, Shuyang Gu, Ting Zhang, Jianmin Bao, Zheng Zhang, Han Hu, Dongdong Chen, Baining Guo
  
  CVPR 2024 | September 2023
  
  DOI Publication Publication Publication
- iCLIP: Bridging Image Classification and Contrastive Language-Image Pre-training for Visual Recognition
  
  Yixuan Wei, Yue Cao, Zheng Zhang, Houwen Peng, Zhuliang Yao, Zhenda Xie, Han Hu, Baining Guo
  
  CVPR 2023 | June 2023
  
  PDF Publication
- MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation
  
  Ludan Ruan, Yiyang Ma, Huan Yang, Huiguo He, Bei Liu, Jianlong Fu, Nicholas Jing Yuan, Qin Jin, Baining Guo
  
  arXiv | December 2022
  
  Publication Project
- Rodin: A Generative Model for Sculpting 3D Digital Avatars Using Diffusion
  
  Tengfei Wang, Bo Zhang, Ting Zhang, Shuyang Gu, Jianmin Bao, Tadas Baltrusaitis, Jingjing Shen, Dong Chen, Fang Wen, Qifeng Chen, Baining Guo
  
  December 2022
  
  arXiv | December 2022
  
  Publication Project
- Advancing High-Resolution Video-Language Representation with Large-Scale Video Transcriptions
  
  Hongwei Xue, Tiankai Hang, Yanhong Zeng, Yuchong Sun, Bei Liu, Huan Yang, Jianlong Fu, Baining Guo
  
  CVPR 2022 | June 2022
  
  Publication Project
- VirtualCube: An Immersive 3D Video Communication System
  
  Yizhong Zhang, Jiaolong Yang, Zhen Liu, Ruicheng Wang, Guojun Chen, Xin Tong, Baining Guo
  
  December 2021
  
  arXiv | December 2021
  
  Publication Project
- Swin Transformer: Hierarchical Vision Transformer Using Shifted Windows
  
  Ze Liu, Yutong Lin, Yue Cao, Han Hu, Yixuan Wei, Zheng Zhang, Stephen Lin, Baining Guo
  
  ICCV 2021 | October 2021
  
  Marr Prize – Best Paper Prize
  
  Publication
- CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows
  
  Xiaoyi Dong, Jianmin Bao, Dong Chen, Weiming Zhang, Nenghai Yu, Lu Yuan, Baining Guo
  
  Computer Vision and Pattern Recognition | June 2021
  
  Publication Publication
- Face X-ray for More General Face Forgery Detection
  
  Lingzhi Li, Jianmin Bao, Ting Zhang, Hao Yang, Dong Chen, Fang Wen, Baining Guo
  
  CVPR 2020 | June 2020
  
  Publication PDF
- Learning Texture Transformer Network for Image Super-Resolution
  
  Fuzhi Yang, Huan Yang, Jianlong Fu, Hongtao Lu, Baining Guo
  
  CVPR 2020 | June 2020
  
  Publication Project
- Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting
  
  Jianlong Fu, Baining Guo
  
  CVPR | July 2019
  
  Editor(s): Yanhong Zeng, Jianlong Fu,Hongyang Chao, Baining Guo
  
  Publication Project
- Unsupervised Extraction of Video Highlights via Robust Recurrent Auto-Encoders
  
  Huan Yang, Baoyuan Wang, Stephen Lin, David Wipf, Minyi Guo, Baining Guo
  
  ICCV 2015 | December 2015
  
  Publication
- A Visual Evaluation Framework for In-Home Physical Evaluation
  
  Naimul Mefraz Khan, Stephen Lin, Ling Guan, Baining Guo
  
  International Symposium on Multimedia (ISM) | December 2014
  
  Publication
- Orientational Pyramid Matching for Recognizing Indoor Scenes
  
  Lingxi Xie, Jingdong Wang, Baining Guo, Bo Zhang, Qi Tian
  
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR14) | January 2014
  
  PDF
- Material Appearance Modeling: A Data-Coherent Approach
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Published by Springer-Verlag Berlin Heidelberg 2013 | August 2013
  
  ISBN: 978-3-642-35776-3
  
  Publication Publication
- Interactive SVBRDF Modeling from a Single Image
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | 2013
  
  Publication
- Modeling Textured Translucent Materials with Lazy Solid Texture Synthesis
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | 2013
  
  Publication
- Modeling Subsurface Light Transport with the Kernel NystrÃ¶m Method
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | 2013
  
  Publication
- Surface Reflectance Overview
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | 2013
  
  Publication
- Overview of Material Fabrication
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Physical Review B Material Appearance Modeling: A Data-Coherent Approach | May 2013, pp. 143-151
  
  Publication
- Overview of Subsurface Light Transport
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | May 2013, pp. 75-78
  
  Publication
- Efficient SVBRDF Acquisition with Manifold Bootstrapping
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | April 2013, pp. 27-48
  
  Publication
- Fast Neighborhood Graph Search Using Cartesian Concatenation
  
  Jing Wang, Jingdong Wang, Gang Zeng, Rui Gan, Shipeng Li, Baining Guo
  
  The Fourteenth IEEE International Conference on Computer Vision (ICCV13) | January 2013
  
  PDF
- An Interactive Approach to Semantic Modeling of Indoor Scenes with an RGBD Camera
  
  Tianjia Shao, Weiwei Xu, Kun Zhou, Jingdong Wang, Dongping Li, Baining Guo
  
  ACM Transactions on Graphics (TOG) | November 2012
  
  Publication Publication
- Modeling and rendering of heterogeneous translucent materials using the diffusion equation
  
  Jiaping Wang, Stephen Lin, Baining Guo
  
  August 2012
  
  August 2012 | US Patent 8243071 B2 edition edition
  
  US Patent 8243071 B2
  
  Publication
- Rendering global light transport in real-time using machine learning
  
  Jiaping Wang, Peiran Ren, Baining Guo, Minmin Gong, Xin Tong, Stephen Lin
  
  June 2012
  
  June 2012 | US Patent 9684996 B2 edition edition
  
  US Patent 9684996 B2
  
  Publication
- TransCut: Interactive Rendering of Translucent Cutouts
  
  Dongping Li, Xin Sun, Zhong Ren, Stephen Lin, Yiying Tong, Baining Guo, Kun Zhou
  
  IEEE Transactions on Visualization and Computer Graphics | May 2012, Vol 19(3): pp. 484-494
  
  Publication Publication
- AppGen: Interactive Material Modeling from a Single Image
  
  Yue Dong, Xin Tong, Fabio Pellacini, Baining Guo
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2011 | December 2011, Vol 30
  
  ISBN: 978-1-4503-0807-6
  
  PDF Publication Publication Video
- Real-time rendering of light-scattering media
  
  Kun Zhou, Zhong Ren, Stephen Lin, Baining Guo, Harry Shum
  
  US Patent 8009168 B2 | August 2011
  
  Publication
- Line space gathering for single scattering in large scenes
  
  Sun Xin, Stephen Lin, Baining Guo
  
  April 2011
  
  April 2011 | US Patent 8922556 B2 edition edition
  
  US Patent 8922556 B2
  
  Publication
- Interactive relighting with dynamic reflectance
  
  Kun Zhou, Yanyun Chen, Stephen Lin, Baining Guo
  
  February 2011
  
  February 2011 | US Patent 7884820 B2 edition edition
  
  US Patent 7884820 B2
  
  Publication
- Condenser-Based Instant Reflectometry
  
  Yanxiang Lan, Yue Dong, Jiaping Wang, Xin Tong, Baining Guo
  
  Computer Graphics Forum | September 2010, Vol 29: pp. 2091-2098
  
  PDF Publication
- Line space gathering for single scattering in large scenes
  
  Xin Sun, Kun Zhou, Stephen Lin, Baining Guo
  
  ACM Transactions on Graphics (TOG) | June 2010, Vol 29(4)
  
  Publication Publication
- Sketch and Match: Scene Montage Using a Huge Image Collection
  
  Yiming Liu, Dong Xu, Jiaping wang, Chi-Keung Tang, Haoda Huang, Xin Tong, Baining Guo
  
  MSR-TR-2009-134 | September 2009
  
  PDF PDF
- SVBRDF Bootstrapping
  
  Jiaping Wang, Yue Dong, Xin Tong, John Snyder, Moshe Ben-Ezra, Yanxiang Lan, Baining Guo
  
  MSR-TR-2009-2016 | May 2009
  
  PDF
- Rendering in scattering media
  
  Zhong Ren, Kun Zhou, Stephen Lin, Baining Guo
  
  October 2008
  
  October 2008 | US Patent 20100085360 A1 edition edition
  
  US Patent 20100085360 A1
  
  Publication
- Gradient-based Interpolation and Sampling for Real-time Rendering of Inhomogeneous, Single-scattering Media
  
  Zhong Ren, Kun Zhou, Stephen Lin, Baining Guo
  
  Computer Graphics Forum | October 2008, Vol 27(7): pp. 1945-1953
  
  Publication Publication
- Filtering and Rendering of Resolution-Dependent Reflectance Models
  
  Ping Tan, Long Quan, Stephen Lin, Baining Guo, Harry Shum
  
  IEEE Transactions on Visualization and Computer Graphics | January 2008, Vol 14(2): pp. 412-425
  
  Publication Publication
- Interactive relighting with dynamic BRDFs
  
  Xin Sun, Kun Zhou, Stephen Lin, Yanyun Chen, Jiaoying Shi, Baining Guo
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2007 | July 2007, Vol 26(3)
  
  Publication Publication
- Modeling and Rendering of Heterogeneous Translucent Materials Using the Diffusion Equation
  
  Jiaping Wang, Shuang Zhao, Xin Tong, Stephen Lin, Zhouchen Lin, Yue Dong, Baining Guo, Harry Shum
  
  ACM Transactions on Graphics (TOG) | May 2007, Vol 27
  
  PDF Publication Publication
- Real-time texture rendering using generalized displacement maps
  
  Xi Wang, Xin Tong, Stephen Lin, Baining Guo, Harry Shum
  
  US Patent 7184052 B2 | February 2007
  
  Publication
- All-Frequency Rendering of Dynamic, Spatially-Varying Reï¬‚ectance
  
  Jiaping Wang, Minmin Gong, John Snyder, Baining Guo, Peiran Ren
  
  ACM Transactions on Graphics | January 2007
  
  PDF PDF Video
- Spherical Harmonics Scaling
  
  Kun Zhou, Jiaping Wang, Stephen Lin, Baining Guo
  
  December 2006, Vol 22(9-11): pp. 713-720
  
  December 2006 | US Patent 7,663,623 B2 edition edition
  
  US Patent 7,663,623 B2
  
  Publication
- Appearance Manifolds for Modeling Time-Variant Appearance of Materials
  
  Jiaping Wang, Xin Tong, Stephen Lin, Minghao Pan, Chao Wang, Hujun Bao, Baining Guo, Harry Shum
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2006 | July 2006, Vol 25: pp. 754-761
  
  ISBN: 1-59593-364-6
  
  PDF PDF Publication Publication Video
- Real-Time Facial Expression Mapping for High Resolution 3D Meshes
  
  Mingli Song, Zicheng Liu, Baining Guo
  
  24th Computer Graphics International Conference | June 2006
  
  Publication Publication
- Surface detail rendering using leap textures
  
  Xin Wang, Xin Tong, Stephen Lin, Baining Guo
  
  March 2006
  
  March 2006 | US Patent 7586494 B2 edition edition
  
  US Patent 7586494 B2
  
  Publication
- Modeling and Rendering of Quasi-Homogeneous Materials
  
  Xin Tong, Jiaping Wang, Stephen Lin, Baining Guo, Harry Shum
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2005 | July 2005, Vol 24
  
  PDF PDF Publication Publication
- Multiresolution Reflectance Filtering
  
  Ping Tan, Stephen Lin, Long Quan, Baining Guo, Harry Shum
  
  EGSR '05 Proceedings of the Sixteenth Eurographics conference on Rendering Techniques | June 2005
  
  Publication Publication
- Representing quasi-homogenous materials
  
  Xin Tong, Jiaping Wang, Stephen Lin, Baining Guo, Harry Shum
  
  June 2005
  
  June 2005 | US Patent 7312797 B2 edition edition
  
  US Patent 7312797 B2
  
  Publication
- Light field morphing using 2D features
  
  Lifeng Wang, Stephen Lin, Seungyong Lee, Baining Guo, Harry Shum
  
  IEEE Transactions on Visualization and Computer Graphics | January 2005, pp. 25-34
  
  Publication Publication
- Photo-realistic conversation agent
  
  Bo Zhang, Zicheng Liu, Baining Guo
  
  Integrated image and graphics technologies | Published by ACM | 2004
  
  ISBN: 1-4020-7774-2
  
  Publication
- Face Synthesis
  
  Zicheng Liu, Baining Guo
  
  Handbook of Face Recognition | Published by Springer London | 2004 | Handbook of Face Recognition edition
  
  Publication Publication
- A Geometry-Driven Photorealisitc Facial Expression Synthesis
  
  Qingshan Zhang, Zicheng Liu, Baining Guo, Demetri Terzopoulos, Heung-Yeung Shum
  
  IEEE Transactions on Visualization and Computer Graphics | January 2003
  
  PDF
- System and Method for Real Time Lip Synchronization
  
  Ying Huang, Stephen Lin, Baining Guo, Heung-Yeung Shum
  
  December 2002
  
  December 2002
  
  US Patent 7,133,535
  
  Publication
- Real-time Lip Synchronization Based on Hidden Markov Models
  
  Ying Huang, Stephen Lin, Xiaoqing Ding, Baining Guo, Heung-Yeung Shum
  
  Asian Conference on Computer Vision (ACCV) | October 2002
  
  Publication
- Covering Human Action Space for Computer Use: Data Synthesis and Benchmark
  
  Miaosen Zhang, Xiaohan Zhao, Zhihong Tan, Huoshen Zhou, Yijia Fan, Yifan Yang, Kai Qiu, Bei Liu, Justin Wagle, Chenzhong Yin, Mingxi Cheng, Ji Li, Qi Dai, Chong Luo, Xu Yang, Xin Geng, Baining Guo
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- TopicPanorama: A Full Picture of Relevant Topics (TVCG Spotlight Article for Dec. 2016)
  
  Xiting Wang, Shixia Liu, Junlin Liu, Jianfei Chen, Jun Zhu, Baining Guo
  
  IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG) | December 2016
  
  Publication PDF DOI
- How Ideas Flow across Multiple Social Groups
  
  Xiting Wang, Shixia Liu, Yang Chen, Tai-Quan Peng, Jing Su, Jing Yang, Baining Guo
  
  IEEE Conference on Visual Analytics Science and Technology (IEEE VAST) | October 2016
  
  Publication PDF DOI
- TopicPanorama: a Full Picture of Relevant Topics
  
  Shixia Liu, Xiting Wang, Junlin Liu, Jianfei Chen, Jun Zhu, Baining Guo
  
  IEEE Conference on Visual Analytics Science and Technology (IEEE VAST) | October 2014
  
  Publication PDF DOI
- Let It Flow: a Static Method for Exploring Dynamic Graphs
  
  Weiwei Cui, Xiting Wang, Shixia Liu, Nathalie Henry Riche, Tara M. Madhyastha, Kwan-Liu Ma, Baining Guo
  
  IEEE Pacific Visualization Symposium (IEEE PacificVis) | March 2014
  
  Publication PDF DOI
- Let It Flow: a Static Method for Exploring Dynamic Graphs
  
  Weiwei Cui, Xiting Wang, Shixia Liu, Nathalie Henry Riche, Tara M. Madhyastha, Kwan-Liu Ma, Baining Guo
  
  PACIFICVIS '14 Proceedings of the 2014 IEEE Pacific Visualization Symposium | March 2014
  
  PDF Publication
- All-Frequency Rendering of Dynamic, Spatially-Varying Reï¬‚ectance
  
  Jiaping Wang, Minmin Gong, John Snyder, Baining Guo, Peiran Ren
  
  ACM Transactions on Graphics | January 2007
  
  PDF PDF Video
- Variational Sphere set Approximation for Solid Objects
  
  Rui Wang, Kun Zhou, John Snyder, Xinguo Liu, Hujun Bao, Qunsheng Peng, Baining Guo
  
  The Visual Computer | August 2006
  
  PDF Publication
- Silhouette Texture
  
  Hongzhi Wu, Li-Yi Wei, Xi Wang, Baining Guo
  
  July 2006
  
  PDF
- UniGraspTransformer: Simplified Policy Distillation for Scalable Dexterous Robotic Grasping
  
  Wenbo Wang, Fangyun Wei, Lei Zhou, Xi Chen, Lin Luo, Xiaohan Yi, Yizhong Zhang, Yaobo Liang, Chang Xu, Yan Lu, Jiaolong Yang, Baining Guo
  
  CVPR 2025 | December 2024
  
  DOI Publication Publication
- CogACT: A Foundational Vision-Language-Action Model for Synergizing Cognition and Action in Robotic Manipulation
  
  Qixiu Li, Yaobo Liang, Zeyu Wang, Lin Luo, Xi Chen, Mozheng Liao, Fangyun Wei, Yu Deng, Sicheng Xu, Yizhong Zhang, Xiaofan Wang, Bei Liu, Jianlong Fu, Jianmin Bao, Dong Chen, Yuanchun Shi, Jiaolong Yang, Baining Guo
  
  November 2024
  
  arXiv | November 2024
  
  DOI Publication Publication
- Macrostructure modeling with microstructure reflectance slices
  
  Baining Guo, Stephen Lin, Heung-Yeung Shum, Ying-Qing Xu, Yanyun Chen
  
  August 2001
  
  August 2001
  
  US Patent 6961058 B2
  
  Publication
- Photorealistic rendering of knitwear using the lumislice
  
  Ying-Qing Xu, Yanyun Chen, Stephen Lin, Hua Zhong, Enhua Wu, Baining Guo, Heung-Yeung Shum
  
  SIGGRAPH '01: Proceedings of the 28th annual conference on Computer graphics and interactive techniques | August 2001
  
  Publication
- Realistic and Efficient Rendering of Free-form Knitwear
  
  Hua Zhong, Ying-Qing Xu, Baining Guo, Harry Shum
  
  MSR-TR-2000-33 | April 2000
  
  PDF
- COLE: A Hierarchical Generation Framework for Multi-Layered and Editable Graphic Design
  
  Peidong Jia, Chenxuan Li, Yuhui Yuan, Zeyu Liu, Yichao Shen, Bohan Chen, Xingru Chen, Yinglin Zheng, Dong Chen, Ji Li, Xiaodong Xie, Shanghang Zhang, Baining Guo
  
  November 2023
  
  arXiv | November 2023
  
  Publication
- Rodin: A Generative Model for Sculpting 3D Digital Avatars Using Diffusion
  
  Tengfei Wang, Bo Zhang, Ting Zhang, Shuyang Gu, Jianmin Bao, Tadas Baltrusaitis, Jingjing Shen, Dong Chen, Fang Wen, Qifeng Chen, Baining Guo
  
  December 2022
  
  arXiv | December 2022
  
  Publication Project
- VirtualCube: An Immersive 3D Video Communication System
  
  Yizhong Zhang, Jiaolong Yang, Zhen Liu, Ruicheng Wang, Guojun Chen, Xin Tong, Baining Guo
  
  December 2021
  
  arXiv | December 2021
  
  Publication Project
- 3D Cartoon Face Generation by Local Deformation Mapping
  
  Jingyong Zhou, Xin Tong, Zicheng Liu, Baining Guo
  
  The Visual Computer | June 2016, Vol 32: pp. 717-727
  
  Publication Publication
- Global Illumination with Radiance Regression Functions
  
  Peiran Ren, Jinpeng Wang, Minmin Gong, Stephen Lin, Xin Tong, Baining Guo
  
  ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings | July 2013, Vol 32
  
  Publication Publication Video
- Diffusion Curve Textures for Resolution Independent Texture Mapping
  
  Xin Sun, Guofu Xie, Stephen Lin, Weiwei Xu, Wencheng Wang, Xin Tong, Baining Guo, Yue Dong
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2012 | August 2012, Vol 31
  
  PDF Publication Publication Video
- Single-View Hair Modeling for Portrait Manipulation
  
  Menglei Chai, Lvdi Wang, Yanlin Weng, Yizhou Yu, Baining Guo, Kun Zhou
  
  ACM Transactions on Graphics | January 2012, Vol 37(7)
  
  PDF
- AppGen: Interactive Material Modeling from a Single Image
  
  Yue Dong, Xin Tong, Fabio Pellacini, Baining Guo
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2011 | December 2011, Vol 30
  
  ISBN: 978-1-4503-0807-6
  
  PDF Publication Publication Video
- Condenser-Based Instant Reflectometry
  
  Yanxiang Lan, Yue Dong, Jiaping Wang, Xin Tong, Baining Guo
  
  Computer Graphics Forum | September 2010, Vol 29: pp. 2091-2098
  
  PDF Publication
- RenderAnts: Interactive Reyes Rendering on GPUs
  
  Kun Zhou, Qiming Hou, Zhong Ren, Minmin Gong, Xin Sun, Baining Guo
  
  ACM Transactions on Graphics | December 2009
  
  to appear
  
  PDF
- Edit Propagation on Bidirectional Texture Functions
  
  Kun Xu, Jinpeng Wang, Xin Tong, Shi-Min Hu, Baining Guo
  
  Computer Graphics Forum | October 2009, Vol 28: pp. 1871-1877
  
  PDF Publication Publication Video
- Kernel NystrÃ¶m Method for Light Transport
  
  Jiaping Wang, Yue Dong, Xin Tong, Zhouchen Lin, Baining Guo
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2009 | July 2009, Vol 28
  
  ISBN: 978-1-60558-726-4
  
  PDF Publication Video
- Interactive Relighting of Dynamic Refractive Objects
  
  Xin Sun, Kun Zhou, Eric Stollnitz, Jiaoying Shi, Baining Guo
  
  SIGGRAPH '08 Conference Proceedings | January 2008
  
  PDF
- Keyframe-Based Video Object Deformation
  
  Yanlin Weng, Weiwei Xu, Shichao Hu, Jun Zhang, Baining Guo
  
  MSR-TR-2007-163 | October 2007
  
  PDF PDF
- Real-Time Smoke Rendering Using Compensated Ray Marching
  
  Kun Zhou, Zhong Ren, Stephen Lin, Hujun Bao, Baining Guo, Harry Shum
  
  MSR-TR-2007-142 | September 2007
  
  PDF
- Rendering from Compressed High Dynamic Range Textures on Programmable Graphics Hardware
  
  Lvdi Wang, Xi Wang, Peter-Pike Sloan, Li-Yi Wei, Xin Tong, Baining Guo
  
  April 2007
  
  ISBN: 978-1-59593-628-8
  
  PDF Publication
- Real-Time Soft Shadows in Dynamic Scenes Using Spherical Harmonic Exponentiation
  
  Zhong Ren, Rui Wang, John Snyder, Kun Zhou, Xinguo Liu, Bo Sun, Peter-Pike Sloan, Hujun Bao, Qunsheng Peng, Baining Guo
  
  ACM Transaction on Graphics | August 2006, pp. 977-986
  
  ISBN: 1-59593-364-6
  
  PDF PDF PDF Publication Video
- Mesh Quilting For Geometric Texture Synthesis
  
  Kun Zhou, Xin Huang, Xi Wang, Yiying Tong, Mathieu Desbrun, Baining Guo, Heung-Yeung Shum
  
  July 2006
  
  PDF
- Real-time Multi-perspective Rendering on Graphics Hardware
  
  Li-Yi Wei, Xianyou Hou, Heung-Yeung Shum, Baining Guo
  
  EGSR 2006 | July 2006
  
  PDF
- Capturing and Rendering Geometry Details for BTF-mapped Surfaces
  
  Jinpeng Wang, Xin Tong, John Snyder, Yanyun Chen, Baining Guo, Heung-Yeung Shum
  
  The Visual Computer | September 2005, Vol 21: pp. 559-568
  
  Publication Publication Video
- Visual Simulation of Weathering By Î³-ton Tracing
  
  Yanyun Chen, Lin Xia, Tien-Tsin Wong, Xin Tong, Hujun Bao, Baining Guo, Heung-Yeung Shum
  
  August 2005
  
  PDF PDF Publication
- Precomputed Shadow Fields for Dynamic Scenes
  
  Kun Zhou, Yaohua Hu, Stephen Lin, Baining Guo, Heung-Yeung Shum
  
  August 2005
  
  PDF PDF Publication
- TextureMontage: Seamless Texturing of Arbitrary Surfaces From Multiple Images
  
  Kun Zhou, Xi Wang, Yiying Tong, Mathieu Desbrun, Baining Guo, Heung-Yeung Shum
  
  August 2005
  
  PDF PDF Publication
- Modeling and Rendering of Quasi-Homogeneous Materials
  
  Xin Tong, Jiaping Wang, Stephen Lin, Baining Guo, Harry Shum
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2005 | July 2005, Vol 24
  
  PDF PDF Publication Publication
- Shadow Fields for Deformable Objects
  
  Kun Zhou, Stephen Lin, Baining Guo, Heung-Yeung Shum
  
  MSR-TR-2005-96 | July 2005
  
  PDF
- Real-time environment map interpolation
  
  Wenle Wang, Lifeng Wang, Stephen Lin, Jianmin Wang, Baining Guo
  
  International Conference on Image and Graphics (ICIG) | December 2004
  
  Publication
- Optimizing real-time rendering of texture mapped object models relative to adjustable distortion thresholds
  
  Xi Wang, Xin Tong, Stephen Lin, Baining Guo, Heung-Yeung Shum
  
  November 2004
  
  November 2004
  
  US Patent 7286135 B2
  
  Publication
- System and method for generating generalized displacement maps from mesostructure geometries
  
  Xi Wang, Xin Tong, Stephen Lin, Baining Guo, Heung-Yeung Shum
  
  November 2004
  
  November 2004
  
  US Patent 7310101 B2
  
  Publication
- Shell Texture Functions
  
  Yanyun Chen, Xin Tong, Jinpeng Wang, Stephen Lin, Baining Guo, Heung-Yeung Shum
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2004 | August 2004, pp. 343-353
  
  Publication Publication
- Iso-Charts: Stretch-Driven Mesh Parameterization using Spectral Analysis
  
  Kun Zhou, John Snyder, Baining Guo, Heung-Yeung Shum
  
  SGP '04 Proceedings of the 2004 Eurographics/ACM SIGGRAPH symposium on Geometry processing | July 2004
  
  ISBN: 3-905673-13-4
  
  PDF PDF PDF Publication Publication Video
- Generalized Displacement Maps
  
  Xi Wang, Xin Tong, Stephen Lin, Shimin Hu, Baining Guo, Heung-Yeung Shum
  
  Eurographics Symposium on Rendering (EGSR) | June 2004
  
  Publication Publication
- Synthesis and Rendering of Bidirectional Texture Functions on Arbitrary Surfaces
  
  Xinguo Liu, Yaohua Hu, Jingdan Zhang, Xin Tong, Baining Guo, Heung-Yeung Shum
  
  June 2004
  
  PDF Publication Publication
- Mesh Editing with Gradient Field Manipulation
  
  Yizhou Yu, Kun Zhou, Dong Xu, Xiaohan Shi, Hujun Bao, Baining Guo, Heung-Yeung Shum
  
  MSR-TR-2004-39 | April 2004
  
  PDF Publication
- Interactive Modeling of Tree Bark
  
  Xi Wang, Lifeng Wang, Ligang Liu Shimin Hu, Baining Guo
  
  11th Pacific Conference onComputer Graphics and Applications | October 2003
  
  PDF Publication
- View-Dependent Displacement Mapping
  
  Lifeng Wang, Xi Wang, Xin Tong, Stephen Lin, Shimin Hu, Baining Guo, Heung-Yeung Shum
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2003 | July 2003, Vol 22(3): pp. 334-339
  
  Publication Publication
- Correction and Rectification of Light Fields
  
  Ke Deng, Lifeng Wang, Zhouchen Lin, Tao Feng, Zhidong Deng, Baining Guo
  
  April 2003
  
  PDF Publication
- Realistic Rendering and Animation of Knitwear
  
  Yanyun Chen, Stephen Lin, Hua Zhong, Ying-Qing Xu, Baining Guo, Heung-Yeung Shum
  
  IEEE Transactions on Visualization and Computer Graphics (TVCG) | February 2003, Vol 9(1): pp. 43-55
  
  Publication Publication
- Synthesis of Progressively-Variant Textures on Arbitrary Surfaces
  
  Jingdan Zhang, Kun Zhou, Luiz Velho, Baining Guo, Heung-Yeung Shum
  
  ACM Trans. Graph. | January 2003, Vol 22(3): pp. 295-302
  
  PDF
- Chaos Mosaic: Fast and Memory Efficient Texture Synthesis
  
  Baining Guo, Harry Shum, Ying-Qing Xu
  
  MSR-TR-2000-32 | April 2000
  
  PDF
- Evolutionary Bayesian Rose Trees
  
  Shixia Liu, Xiting Wang, Yangqiu Song, Baining Guo
  
  IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) | June 2015
  
  Publication PDF DOI
- Evolutionary Bayesian Rose Trees
  
  Shixia Liu, Xiting Wang, Yangqiu Song, Baining Guo
  
  IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) | June 2015
  
  Publication PDF DOI
- Mining Evolutionary Multi-Branch Trees from Text Streams
  
  Xiting Wang, Shixia Liu, Yangqiu Song, Baining Guo
  
  ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (ACM SIGKDD) | August 2013
  
  Publication PDF
- Fabricating Spatially-Varying Subsurface Scattering
  
  Yue Dong, Jinpeng Wang, Fabio Pellacini, Xin Tong, Baining Guo, Stephen Lin
  
  Material Appearance Modeling: A Data-Coherent Approach | Published by Springer Berlin Heidelberg | 2013, Vol 29
  
  ISBN: 978-3-642-35776-3
  
  PDF Publication Publication
- Diffusion Curve Textures for Resolution Independent Texture Mapping
  
  Xin Sun, Guofu Xie, Stephen Lin, Weiwei Xu, Wencheng Wang, Xin Tong, Baining Guo, Yue Dong
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2012 | August 2012, Vol 31
  
  PDF Publication Publication Video
- Real-Time KD-Tree Construction on Graphics Hardware
  
  Kun Zhou, Qiming Hou, Rui Wang, Baining Guo
  
  MSR-TR-2008-52 | April 2008
  
  PDF
- Modeling and Rendering of Heterogeneous Translucent Materials Using the Diffusion Equation
  
  Jiaping Wang, Shuang Zhao, Xin Tong, Stephen Lin, Zhouchen Lin, Yue Dong, Baining Guo, Harry Shum
  
  ACM Transactions on Graphics (TOG) | May 2007, Vol 27
  
  PDF Publication Publication
- Real-Time Facial Expression Mapping for High Resolution 3D Meshes
  
  Mingli Song, Zicheng Liu, Baining Guo
  
  24th Computer Graphics International Conference | June 2006
  
  Publication Publication
- Decorating Surfaces with Bidirectional Texture Functions
  
  Kun Zhou, Peng Du, Lifeng Wang, Yasuyuki Matsushita, Jiaoying Shi, Baining Guo, Heung-Yeung Shum
  
  IEEE Transactions on Visualization and Computer Graphics | November 2005, Vol 11: pp. 519-528
  
  PDF PDF Publication
- Gradient-based Interpolation and Sampling for Real-Time Rendering of Inhomogeneous, Single-Scattering Media
  
  Zhong Ren, Kun Zhou, Stephen Lin, Baining Guo
  
  MSR-TR-2008-51 | April 2008
  
  PDF
- Highly Parallel Surface Reconstruction
  
  Kun Zhou, Minmin Gong, Xin Huang, Baining Guo
  
  MSR-TR-2008-53 | April 2008
  
  PDF
- Subspace Gradient Domain Mesh Deformation
  
  Jin Huang, Xiaohan Shi, Xinguo Liu, Kun Zhou, Li-Yi Wei, Shang-Hua Teng, Hujun Bao, Baining Guo, Heung-Yeung Shum
  
  July 2006
  
  PDF Publication
- Clustering Method for Fast Deformation with Constraints
  
  Jin Huang, Xinguo Liu, Hujun Bao, Baining Guo, Heung-Yeung Shum
  
  November 2005
  
  PDF
- Perceptually Based Approach for Planar Shape Morphing
  
  Ligang Liu, Guopu Wang1y, Bruce Zhang, Baining Guo, Heung-Yeung Shum
  
  October 2004
  
  PDF Publication
- Large Mesh Deformation Using the Volumetric Graph Laplacian
  
  Kun Zhou, Jin Huang, John Snyder, Xinguo Liu, Hujun Bao, Baining Guo, Heung-Yeung Shum
  
  August 2005
  
  PDF PDF Publication Video
- Real-Time Rendering of Plant Leaves
  
  Lifeng Wang, Wenle Wang, Julie Dorsey, Xu Yang, Baining Guo, Heung-Yeung Shum
  
  August 2005
  
  PDF PDF Document Publication

- Macrostructure modeling with microstructure reflectance slices
  
  Baining Guo, Stephen Lin, Heung-Yeung Shum, Ying-Qing Xu, Yanyun Chen
  
  August 2001
  
  August 2001
  
  US Patent 6961058 B2
  
  Publication
- Continue or Replan? Bernoulli-Continuation Policy Learning for Adaptive Horizon Execution
  
  Weichen Xu, Zhenhua Liu, Lin Luo, Yaobo Liang, Chengtang Yao, Qingyu Mei, Jian Cao, Xixin Cao, Xingyi Zhang, Jiaolong Yang, Baining Guo
  
  August 2026
  
  arXiv | August 2026
  
  Publication
- XL-DocBench: Benchmarking Evidence-Grounded Extra-Long Document Understanding
  
  Hongchen Wei, Yuanzhe Wang, Bei Liu, Yifan Yang, Qi Dai, Ruichun Ma, Kai Qiu, Yunsheng Li, Dongdong Chen, Chong Luo, Zhenzhong Chen, Baining Guo
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- FM-VLA: Force-based Memory for Vision-Language-Action Models in Contact-Rich Manipulation
  
  Ruicheng Li, Qixiu Li, Ruichun Ma, Yu Deng, Lin Luo, Zhiying Du, Jianfeng Xiang, Huizhi Liang, Ruicheng Wang, Jiaolong Yang, Baining Guo
  
  July 2026
  
  arXiv | July 2026
  
  Publication
- Lens: Rethinking Training Efficiency for Foundational Text-to-Image Models
  
  Dong Chen, Fangyun Wei, Ziyu Wan, Dongdong Chen, Jiawei Zhang, Jinjing Zhao, Sirui Zhang, Yang Yue, Zhiyang Liang, Baining Guo, Chong Luo, Jianmin Bao, Ji Li, Lei Shi, Qinhong Yang, Xiuyu Wu, Xuelu Feng, Yan Lu, Yanchen Dong, Yitong Wang, Yun Chen
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- TaskGround: Structured Executable Task Inference for Full-Scene Household Reasoning
  
  Zhiyuan Feng, Yu Deng, Ruichuan An, Zhenhua Liu, Qixiu Li, Keming Wu, Zhiying Du, Weijie Wang, Haoxiao Wang, Shuang Chen, Sicheng Xu, Yaobo Liang, Jiaolong Yang, Baining Guo
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- Covering Human Action Space for Computer Use: Data Synthesis and Benchmark
  
  Miaosen Zhang, Xiaohan Zhao, Zhihong Tan, Huoshen Zhou, Yijia Fan, Yifan Yang, Kai Qiu, Bei Liu, Justin Wagle, Chenzhong Yin, Mingxi Cheng, Ji Li, Qi Dai, Chong Luo, Xu Yang, Xin Geng, Baining Guo
  
  May 2026
  
  arXiv | May 2026
  
  Publication
- LoLA: Long Horizon Latent Action Learning for General Robot Manipulation
  
  Xiaofan Wang, Xingyu Gao, Jianlong Fu, Zuolei Li, Dean Fortier, Galen Mullins, Andrey Kolobov, Baining Guo
  
  December 2025
  
  arXiv | December 2025
  
  Publication
- CogACT: A Foundational Vision-Language-Action Model for Synergizing Cognition and Action in Robotic Manipulation
  
  Qixiu Li, Yaobo Liang, Zeyu Wang, Lin Luo, Xi Chen, Mozheng Liao, Fangyun Wei, Yu Deng, Sicheng Xu, Yizhong Zhang, Xiaofan Wang, Bei Liu, Jianlong Fu, Jianmin Bao, Dong Chen, Yuanchun Shi, Jiaolong Yang, Baining Guo
  
  November 2024
  
  arXiv | November 2024
  
  DOI Publication Publication
- COLE: A Hierarchical Generation Framework for Multi-Layered and Editable Graphic Design
  
  Peidong Jia, Chenxuan Li, Yuhui Yuan, Zeyu Liu, Yichao Shen, Bohan Chen, Xingru Chen, Yinglin Zheng, Dong Chen, Ji Li, Xiaodong Xie, Shanghang Zhang, Baining Guo
  
  November 2023
  
  arXiv | November 2023
  
  Publication
- Rodin: A Generative Model for Sculpting 3D Digital Avatars Using Diffusion
  
  Tengfei Wang, Bo Zhang, Ting Zhang, Shuyang Gu, Jianmin Bao, Tadas Baltrusaitis, Jingjing Shen, Dong Chen, Fang Wen, Qifeng Chen, Baining Guo
  
  December 2022
  
  arXiv | December 2022
  
  Publication Project
- VirtualCube: An Immersive 3D Video Communication System
  
  Yizhong Zhang, Jiaolong Yang, Zhen Liu, Ruicheng Wang, Guojun Chen, Xin Tong, Baining Guo
  
  December 2021
  
  arXiv | December 2021
  
  Publication Project
- Modeling and rendering of heterogeneous translucent materials using the diffusion equation
  
  Jiaping Wang, Stephen Lin, Baining Guo
  
  August 2012
  
  August 2012 | US Patent 8243071 B2 edition edition
  
  US Patent 8243071 B2
  
  Publication
- Rendering global light transport in real-time using machine learning
  
  Jiaping Wang, Peiran Ren, Baining Guo, Minmin Gong, Xin Tong, Stephen Lin
  
  June 2012
  
  June 2012 | US Patent 9684996 B2 edition edition
  
  US Patent 9684996 B2
  
  Publication
- Line space gathering for single scattering in large scenes
  
  Sun Xin, Stephen Lin, Baining Guo
  
  April 2011
  
  April 2011 | US Patent 8922556 B2 edition edition
  
  US Patent 8922556 B2
  
  Publication
- Interactive relighting with dynamic reflectance
  
  Kun Zhou, Yanyun Chen, Stephen Lin, Baining Guo
  
  February 2011
  
  February 2011 | US Patent 7884820 B2 edition edition
  
  US Patent 7884820 B2
  
  Publication
- Rendering in scattering media
  
  Zhong Ren, Kun Zhou, Stephen Lin, Baining Guo
  
  October 2008
  
  October 2008 | US Patent 20100085360 A1 edition edition
  
  US Patent 20100085360 A1
  
  Publication
- Spherical Harmonics Scaling
  
  Kun Zhou, Jiaping Wang, Stephen Lin, Baining Guo
  
  December 2006, Vol 22(9-11): pp. 713-720
  
  December 2006 | US Patent 7,663,623 B2 edition edition
  
  US Patent 7,663,623 B2
  
  Publication
- Surface detail rendering using leap textures
  
  Xin Wang, Xin Tong, Stephen Lin, Baining Guo
  
  March 2006
  
  March 2006 | US Patent 7586494 B2 edition edition
  
  US Patent 7586494 B2
  
  Publication
- Representing quasi-homogenous materials
  
  Xin Tong, Jiaping Wang, Stephen Lin, Baining Guo, Harry Shum
  
  June 2005
  
  June 2005 | US Patent 7312797 B2 edition edition
  
  US Patent 7312797 B2
  
  Publication
- Optimizing real-time rendering of texture mapped object models relative to adjustable distortion thresholds
  
  Xi Wang, Xin Tong, Stephen Lin, Baining Guo, Heung-Yeung Shum
  
  November 2004
  
  November 2004
  
  US Patent 7286135 B2
  
  Publication
- System and method for generating generalized displacement maps from mesostructure geometries
  
  Xi Wang, Xin Tong, Stephen Lin, Baining Guo, Heung-Yeung Shum
  
  November 2004
  
  November 2004
  
  US Patent 7310101 B2
  
  Publication
- System and Method for Real Time Lip Synchronization
  
  Ying Huang, Stephen Lin, Baining Guo, Heung-Yeung Shum
  
  December 2002
  
  December 2002
  
  US Patent 7,133,535
  
  Publication
- Photorealistic rendering of knitwear using the lumislice
  
  Ying-Qing Xu, Yanyun Chen, Stephen Lin, Hua Zhong, Enhua Wu, Baining Guo, Heung-Yeung Shum
  
  SIGGRAPH '01: Proceedings of the 28th annual conference on Computer graphics and interactive techniques | August 2001
  
  Publication
- Real-Time Generation of Streamable Talking Portrait Video with Reference-Guided Deep Compression VAEs
  
  Sicheng Xu, Yunhao Deng, Shoukang Hu, Yichuan Wang, Yizhong Zhang, Zhanglu Chen, Jiaolong Yang, Baining Guo
  
  CVPR 2026 | June 2026
  
  Publication
- Beyond Sunk Costs: Boosting LLM Pre-training Efficiency via Orthogonal Growth of Mixture-of-Experts
  
  Ruizhe Wang, Yucheng Ding, Xiao Liu, Yaoxiang Wang, Peng Cheng, Baining Guo, Zhengjun Zha, Yeyun Gong
  
  ICML 2026 | May 2026
  
  Publication
- Towards On-Policy SFT: Distribution Discriminant Theory and its Applications in LLM Training
  
  Miaosen Zhang, Yishan Liu, Shuxia Lin, Xu Yang, Qi Dai, Chong Luo, Wei Jiang, Peng-Fei Hou, Anxiang Zeng, Xin Geng, Baining Guo
  
  ICML 2026 | March 2026
  
  Preprint
- RE-TRAC: REcursive TRAjectory Compression for Deep Search Agents
  
  Jialiang Zhu, Gongrui Zhang, Xiaolong Ma, Lin Xu, Miaosen Zhang, Ruiqi Yang, Song Wang, Kai Qiu, Zhirong Wu, Qi Dai, Rui Ma, Bei Liu, Yifan Yang, Chong Luo, Zhengyuan Yang, Linjie Li, Lijuan Wang, Weizhu Chen, Xin Geng, Baining Guo
  
  ICML 2026 | February 2026
  
  Publication
- Controlled LLM Training on Spectral Sphere
  
  Tian Xie, Haoming Luo, Haoyu Tang, Yiwen Hu, Jason Klein Liu, Qingnan Ren, Yang Wang, Wayne Xin Zhao, Rui Yan, Bing Su, Chong Luo, Baining Guo
  
  ICML 2026 | January 2026
  
  Publication
- Seeing Across Views: Benchmarking Spatial Reasoning of Vision-Language Models in Robotic Scenes
  
  Zhiyuan Feng, Zhaolu Kang, Qijie Wang, Zhiying Du, Jiongrui Yan, Shubin Shi, Chengbo Yuan, Huizhi Liang, Yu Deng, Qixiu Li, Rushuai Yang, Arctanx An, Leqi Zheng, Weijie Wang, Shawn Chen, Sicheng Xu, Yaobo Liang, Jiaolong Yang, Baining Guo
  
  ICLR 2026 | October 2025
  
  DOI
- RoboSeer: Video Generators Can Be Generalizable Robot Manipulators
  
  Yichao Shen, Fangyun Wei, Zhiying Du, Yaobo Liang, Yan Lu, Jiaolong Yang, Nanning Zheng, Baining Guo
  
  NeurIPS 2025 | October 2025
  
  Publication
- VASA-3D: Lifelike Audio-Driven Gaussian Head Avatars from a Single Image
  
  Sicheng Xu, Guojun Chen, Jiaolong Yang, Yu Deng, Yizhong Zhang, Stephen Lin, Baining Guo
  
  NeurIPS 2025 | October 2025
  
  Publication Project
- ART: Anonymous Region Transformer for Variable Multi-Layer Transparent Image Generation
  
  Yifan Pu, Yiming Zhao, Zhicong Tang, Ruihong Yin, Haoxing Ye, Yuhui Yuan, Dong Chen, Jianmin Bao, Sirui Zhang, Yanbin Wang, Lin Liang, Lijuan Wang, Ji Li, Xiu Li, Zhouhui Lian, Gao Huang, Baining Guo
  
  CVPR 2025 | February 2025
  
  Publication
- Optimizing Large Language Model Training Using FP4 Quantization
  
  Ruizhe Wang, Yeyun Gong, Xiao Liu, Guoshuai Zhao, Ziyue Yang, Baining Guo, Zhengjun Zha, Peng Cheng
  
  ICML 2025 | January 2025
  
  DOI Publication Publication
- UniGraspTransformer: Simplified Policy Distillation for Scalable Dexterous Robotic Grasping
  
  Wenbo Wang, Fangyun Wei, Lei Zhou, Xi Chen, Lin Luo, Xiaohan Yi, Yizhong Zhang, Yaobo Liang, Chang Xu, Yan Lu, Jiaolong Yang, Baining Guo
  
  CVPR 2025 | December 2024
  
  DOI Publication Publication
- IRGen: Generative Modeling for Image Retrieval
  
  Yidan Zhang, Ting Zhang, Dong Chen, Yujing Wang, Qi Chen, Xing Xie, Hao Sun, Weiwei Deng, Qi Zhang, Fan Yang, Mao Yang, Qingmin Liao, Jingdong Wang, Baining Guo
  
  ECCV'24 | October 2024
  
  DOI Publication Publication Publication
- VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time
  
  Sicheng Xu, Guojun Chen, Yu-Xiao Guo, Jiaolong Yang, Chong Li, Zhenyu Zang, Yizhong Zhang, Xin Tong, Baining Guo
  
  NeurIPS 2024 | April 2024
  
  Publication PDF Project
- GaussianCube: A Structured and Explicit Radiance Representation for 3D Generative Modeling
  
  Bowen Zhang, Yiji Cheng, Jiaolong Yang, Chunyu Wang, Feng Zhao, Yansong Tang, Dong Chen, Baining Guo
  
  NeurIPS 2024 | March 2024
  
  Publication
- MicroCinema: A Divide-and-Conquer Approach for Text-to-Video Generation
  
  Yanhui Wang, Jianmin Bao, Wenming Weng, Ruoyu Feng, Dacheng Yin, Tao Yang, Jingxu Zhang, Qi Dai, Chunyu Wang, Kai Qiu, Yuhui Yuan, Xiaoyan Sun, Chong Luo, Baining Guo
  
  CVPR 2024 | November 2023
  
  DOI Publication Publication
- CCEdit: Creative and Controllable Video Editing via Diffusion Models
  
  Ruoyu Feng, Wenming Weng, Yuhui Yuan, Yuhui Yuan, Jianmin Bao, Chong Luo, Zhibo Chen, Baining Guo
  
  CVPR 2024 | September 2023
  
  DOI Publication Publication Publication
- InstructDiffusion: A Generalist Modeling Interface for Vision Tasks
  
  Zigang Geng, Binxin Yang, Tiankai Hang, Chen Li, Shuyang Gu, Ting Zhang, Jianmin Bao, Zheng Zhang, Han Hu, Dongdong Chen, Baining Guo
  
  CVPR 2024 | September 2023
  
  DOI Publication Publication Publication
- V-DETR: DETR with Vertex Relative Position Encoding for 3D Object Detection
  
  Yichao Shen, Zigang Geng, Yuhui Yuan, Yutong Lin, Ze Liu, Chunyu Wang, Han Hu, Nanning Zheng, Baining Guo
  
  ICLR 2024 | August 2023
  
  DOI PDF
- iCLIP: Bridging Image Classification and Contrastive Language-Image Pre-training for Visual Recognition
  
  Yixuan Wei, Yue Cao, Zheng Zhang, Houwen Peng, Zhuliang Yao, Zhenda Xie, Han Hu, Baining Guo
  
  CVPR 2023 | June 2023
  
  PDF Publication
- MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation
  
  Ludan Ruan, Yiyang Ma, Huan Yang, Huiguo He, Bei Liu, Jianlong Fu, Nicholas Jing Yuan, Qin Jin, Baining Guo
  
  arXiv | December 2022
  
  Publication Project
- Advancing High-Resolution Video-Language Representation with Large-Scale Video Transcriptions
  
  Hongwei Xue, Tiankai Hang, Yanhong Zeng, Yuchong Sun, Bei Liu, Huan Yang, Jianlong Fu, Baining Guo
  
  CVPR 2022 | June 2022
  
  Publication Project
- Swin Transformer: Hierarchical Vision Transformer Using Shifted Windows
  
  Ze Liu, Yutong Lin, Yue Cao, Han Hu, Yixuan Wei, Zheng Zhang, Stephen Lin, Baining Guo
  
  ICCV 2021 | October 2021
  
  Marr Prize – Best Paper Prize
  
  Publication
- CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows
  
  Xiaoyi Dong, Jianmin Bao, Dong Chen, Weiming Zhang, Nenghai Yu, Lu Yuan, Baining Guo
  
  Computer Vision and Pattern Recognition | June 2021
  
  Publication Publication
- Face X-ray for More General Face Forgery Detection
  
  Lingzhi Li, Jianmin Bao, Ting Zhang, Hao Yang, Dong Chen, Fang Wen, Baining Guo
  
  CVPR 2020 | June 2020
  
  Publication PDF
- Learning Texture Transformer Network for Image Super-Resolution
  
  Fuzhi Yang, Huan Yang, Jianlong Fu, Hongtao Lu, Baining Guo
  
  CVPR 2020 | June 2020
  
  Publication Project
- Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting
  
  Jianlong Fu, Baining Guo
  
  CVPR | July 2019
  
  Editor(s): Yanhong Zeng, Jianlong Fu,Hongyang Chao, Baining Guo
  
  Publication Project
- TopicPanorama: A Full Picture of Relevant Topics (TVCG Spotlight Article for Dec. 2016)
  
  Xiting Wang, Shixia Liu, Junlin Liu, Jianfei Chen, Jun Zhu, Baining Guo
  
  IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG) | December 2016
  
  Publication PDF DOI
- How Ideas Flow across Multiple Social Groups
  
  Xiting Wang, Shixia Liu, Yang Chen, Tai-Quan Peng, Jing Su, Jing Yang, Baining Guo
  
  IEEE Conference on Visual Analytics Science and Technology (IEEE VAST) | October 2016
  
  Publication PDF DOI
- Unsupervised Extraction of Video Highlights via Robust Recurrent Auto-Encoders
  
  Huan Yang, Baoyuan Wang, Stephen Lin, David Wipf, Minyi Guo, Baining Guo
  
  ICCV 2015 | December 2015
  
  Publication
- Evolutionary Bayesian Rose Trees
  
  Shixia Liu, Xiting Wang, Yangqiu Song, Baining Guo
  
  IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) | June 2015
  
  Publication PDF DOI
- Evolutionary Bayesian Rose Trees
  
  Shixia Liu, Xiting Wang, Yangqiu Song, Baining Guo
  
  IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) | June 2015
  
  Publication PDF DOI
- A Visual Evaluation Framework for In-Home Physical Evaluation
  
  Naimul Mefraz Khan, Stephen Lin, Ling Guan, Baining Guo
  
  International Symposium on Multimedia (ISM) | December 2014
  
  Publication
- TopicPanorama: a Full Picture of Relevant Topics
  
  Shixia Liu, Xiting Wang, Junlin Liu, Jianfei Chen, Jun Zhu, Baining Guo
  
  IEEE Conference on Visual Analytics Science and Technology (IEEE VAST) | October 2014
  
  Publication PDF DOI
- Let It Flow: a Static Method for Exploring Dynamic Graphs
  
  Weiwei Cui, Xiting Wang, Shixia Liu, Nathalie Henry Riche, Tara M. Madhyastha, Kwan-Liu Ma, Baining Guo
  
  IEEE Pacific Visualization Symposium (IEEE PacificVis) | March 2014
  
  Publication PDF DOI
- Let It Flow: a Static Method for Exploring Dynamic Graphs
  
  Weiwei Cui, Xiting Wang, Shixia Liu, Nathalie Henry Riche, Tara M. Madhyastha, Kwan-Liu Ma, Baining Guo
  
  PACIFICVIS '14 Proceedings of the 2014 IEEE Pacific Visualization Symposium | March 2014
  
  PDF Publication
- Orientational Pyramid Matching for Recognizing Indoor Scenes
  
  Lingxi Xie, Jingdong Wang, Baining Guo, Bo Zhang, Qi Tian
  
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR14) | January 2014
  
  PDF
- Mining Evolutionary Multi-Branch Trees from Text Streams
  
  Xiting Wang, Shixia Liu, Yangqiu Song, Baining Guo
  
  ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (ACM SIGKDD) | August 2013
  
  Publication PDF
- Fast Neighborhood Graph Search Using Cartesian Concatenation
  
  Jing Wang, Jingdong Wang, Gang Zeng, Rui Gan, Shipeng Li, Baining Guo
  
  The Fourteenth IEEE International Conference on Computer Vision (ICCV13) | January 2013
  
  PDF
- An Interactive Approach to Semantic Modeling of Indoor Scenes with an RGBD Camera
  
  Tianjia Shao, Weiwei Xu, Kun Zhou, Jingdong Wang, Dongping Li, Baining Guo
  
  ACM Transactions on Graphics (TOG) | November 2012
  
  Publication Publication
- Real-time rendering of light-scattering media
  
  Kun Zhou, Zhong Ren, Stephen Lin, Baining Guo, Harry Shum
  
  US Patent 8009168 B2 | August 2011
  
  Publication
- Interactive Relighting of Dynamic Refractive Objects
  
  Xin Sun, Kun Zhou, Eric Stollnitz, Jiaoying Shi, Baining Guo
  
  SIGGRAPH '08 Conference Proceedings | January 2008
  
  PDF
- Rendering from Compressed High Dynamic Range Textures on Programmable Graphics Hardware
  
  Lvdi Wang, Xi Wang, Peter-Pike Sloan, Li-Yi Wei, Xin Tong, Baining Guo
  
  April 2007
  
  ISBN: 978-1-59593-628-8
  
  PDF Publication
- Real-time texture rendering using generalized displacement maps
  
  Xi Wang, Xin Tong, Stephen Lin, Baining Guo, Harry Shum
  
  US Patent 7184052 B2 | February 2007
  
  Publication
- Mesh Quilting For Geometric Texture Synthesis
  
  Kun Zhou, Xin Huang, Xi Wang, Yiying Tong, Mathieu Desbrun, Baining Guo, Heung-Yeung Shum
  
  July 2006
  
  PDF
- Subspace Gradient Domain Mesh Deformation
  
  Jin Huang, Xiaohan Shi, Xinguo Liu, Kun Zhou, Li-Yi Wei, Shang-Hua Teng, Hujun Bao, Baining Guo, Heung-Yeung Shum
  
  July 2006
  
  PDF Publication
- Silhouette Texture
  
  Hongzhi Wu, Li-Yi Wei, Xi Wang, Baining Guo
  
  July 2006
  
  PDF
- Real-time Multi-perspective Rendering on Graphics Hardware
  
  Li-Yi Wei, Xianyou Hou, Heung-Yeung Shum, Baining Guo
  
  EGSR 2006 | July 2006
  
  PDF
- Real-Time Facial Expression Mapping for High Resolution 3D Meshes
  
  Mingli Song, Zicheng Liu, Baining Guo
  
  24th Computer Graphics International Conference | June 2006
  
  Publication Publication
- Clustering Method for Fast Deformation with Constraints
  
  Jin Huang, Xinguo Liu, Hujun Bao, Baining Guo, Heung-Yeung Shum
  
  November 2005
  
  PDF
- Visual Simulation of Weathering By Î³-ton Tracing
  
  Yanyun Chen, Lin Xia, Tien-Tsin Wong, Xin Tong, Hujun Bao, Baining Guo, Heung-Yeung Shum
  
  August 2005
  
  PDF PDF Publication
- Large Mesh Deformation Using the Volumetric Graph Laplacian
  
  Kun Zhou, Jin Huang, John Snyder, Xinguo Liu, Hujun Bao, Baining Guo, Heung-Yeung Shum
  
  August 2005
  
  PDF PDF Publication Video
- Real-Time Rendering of Plant Leaves
  
  Lifeng Wang, Wenle Wang, Julie Dorsey, Xu Yang, Baining Guo, Heung-Yeung Shum
  
  August 2005
  
  PDF PDF Document Publication
- Precomputed Shadow Fields for Dynamic Scenes
  
  Kun Zhou, Yaohua Hu, Stephen Lin, Baining Guo, Heung-Yeung Shum
  
  August 2005
  
  PDF PDF Publication
- TextureMontage: Seamless Texturing of Arbitrary Surfaces From Multiple Images
  
  Kun Zhou, Xi Wang, Yiying Tong, Mathieu Desbrun, Baining Guo, Heung-Yeung Shum
  
  August 2005
  
  PDF PDF Publication
- Multiresolution Reflectance Filtering
  
  Ping Tan, Stephen Lin, Long Quan, Baining Guo, Harry Shum
  
  EGSR '05 Proceedings of the Sixteenth Eurographics conference on Rendering Techniques | June 2005
  
  Publication Publication
- Real-time environment map interpolation
  
  Wenle Wang, Lifeng Wang, Stephen Lin, Jianmin Wang, Baining Guo
  
  International Conference on Image and Graphics (ICIG) | December 2004
  
  Publication
- Perceptually Based Approach for Planar Shape Morphing
  
  Ligang Liu, Guopu Wang1y, Bruce Zhang, Baining Guo, Heung-Yeung Shum
  
  October 2004
  
  PDF Publication
- Iso-Charts: Stretch-Driven Mesh Parameterization using Spectral Analysis
  
  Kun Zhou, John Snyder, Baining Guo, Heung-Yeung Shum
  
  SGP '04 Proceedings of the 2004 Eurographics/ACM SIGGRAPH symposium on Geometry processing | July 2004
  
  ISBN: 3-905673-13-4
  
  PDF PDF PDF Publication Publication Video
- Generalized Displacement Maps
  
  Xi Wang, Xin Tong, Stephen Lin, Shimin Hu, Baining Guo, Heung-Yeung Shum
  
  Eurographics Symposium on Rendering (EGSR) | June 2004
  
  Publication Publication
- Synthesis and Rendering of Bidirectional Texture Functions on Arbitrary Surfaces
  
  Xinguo Liu, Yaohua Hu, Jingdan Zhang, Xin Tong, Baining Guo, Heung-Yeung Shum
  
  June 2004
  
  PDF Publication Publication
- Interactive Modeling of Tree Bark
  
  Xi Wang, Lifeng Wang, Ligang Liu Shimin Hu, Baining Guo
  
  11th Pacific Conference onComputer Graphics and Applications | October 2003
  
  PDF Publication
- Correction and Rectification of Light Fields
  
  Ke Deng, Lifeng Wang, Zhouchen Lin, Tao Feng, Zhidong Deng, Baining Guo
  
  April 2003
  
  PDF Publication
- A Geometry-Driven Photorealisitc Facial Expression Synthesis
  
  Qingshan Zhang, Zicheng Liu, Baining Guo, Demetri Terzopoulos, Heung-Yeung Shum
  
  IEEE Transactions on Visualization and Computer Graphics | January 2003
  
  PDF
- Real-time Lip Synchronization Based on Hidden Markov Models
  
  Ying Huang, Stephen Lin, Xiaoqing Ding, Baining Guo, Heung-Yeung Shum
  
  Asian Conference on Computer Vision (ACCV) | October 2002
  
  Publication
- Real-Time Texture Synthesis By Patch-Based Sampling
  
  Lin Liang, Ce Liu, Ying-Qing Xu, Baining Guo, Heung-Yeung Shum
  
  MSR-TR-2001-40 | March 2001
  
  PDF
- Chaos Mosaic: Fast and Memory Efficient Texture Synthesis
  
  Baining Guo, Harry Shum, Ying-Qing Xu
  
  MSR-TR-2000-32 | April 2000
  
  PDF
- Realistic and Efficient Rendering of Free-form Knitwear
  
  Hua Zhong, Ying-Qing Xu, Baining Guo, Harry Shum
  
  MSR-TR-2000-33 | April 2000
  
  PDF
- Phi-Ground Tech Report: Advancing Perception in GUI Grounding
  
  Miaosen Zhang, Ziqiang Xu, Jialiang Zhu, Qi Dai, Kai Qiu, Yifan Yang, Chong Luo, Tianyi Chen, Justin Wagle, Tim Franklin, Baining Guo
  
  MSR-TR-2025-63 | July 2025
  
  Published by Microsoft
  
  Publication Access
- Sketch and Match: Scene Montage Using a Huge Image Collection
  
  Yiming Liu, Dong Xu, Jiaping wang, Chi-Keung Tang, Haoda Huang, Xin Tong, Baining Guo
  
  MSR-TR-2009-134 | September 2009
  
  PDF PDF
- SVBRDF Bootstrapping
  
  Jiaping Wang, Yue Dong, Xin Tong, John Snyder, Moshe Ben-Ezra, Yanxiang Lan, Baining Guo
  
  MSR-TR-2009-2016 | May 2009
  
  PDF
- Gradient-based Interpolation and Sampling for Real-Time Rendering of Inhomogeneous, Single-Scattering Media
  
  Zhong Ren, Kun Zhou, Stephen Lin, Baining Guo
  
  MSR-TR-2008-51 | April 2008
  
  PDF
- Real-Time KD-Tree Construction on Graphics Hardware
  
  Kun Zhou, Qiming Hou, Rui Wang, Baining Guo
  
  MSR-TR-2008-52 | April 2008
  
  PDF
- Highly Parallel Surface Reconstruction
  
  Kun Zhou, Minmin Gong, Xin Huang, Baining Guo
  
  MSR-TR-2008-53 | April 2008
  
  PDF
- Keyframe-Based Video Object Deformation
  
  Yanlin Weng, Weiwei Xu, Shichao Hu, Jun Zhang, Baining Guo
  
  MSR-TR-2007-163 | October 2007
  
  PDF PDF
- Real-Time Smoke Rendering Using Compensated Ray Marching
  
  Kun Zhou, Zhong Ren, Stephen Lin, Hujun Bao, Baining Guo, Harry Shum
  
  MSR-TR-2007-142 | September 2007
  
  PDF
- Fogshop: Real-Time Design and Rendering of Inhomogeneous, Single-Scattering Media
  
  Kun Zhou, Qiming Hou, Minmin Gong, John Snyder, Baining Guo, Harry Shum
  
  MSR-TR-2007-37 | March 2007
  
  PDF
- Shadow Fields for Deformable Objects
  
  Kun Zhou, Stephen Lin, Baining Guo, Heung-Yeung Shum
  
  MSR-TR-2005-96 | July 2005
  
  PDF
- Mesh Editing with Gradient Field Manipulation
  
  Yizhou Yu, Kun Zhou, Dong Xu, Xiaohan Shi, Hujun Bao, Baining Guo, Heung-Yeung Shum
  
  MSR-TR-2004-39 | April 2004
  
  PDF Publication
- Interactive SVBRDF Modeling from a Single Image
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | 2013
  
  Publication
- Modeling Textured Translucent Materials with Lazy Solid Texture Synthesis
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | 2013
  
  Publication
- Modeling Subsurface Light Transport with the Kernel NystrÃ¶m Method
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | 2013
  
  Publication
- Surface Reflectance Overview
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | 2013
  
  Publication
- Fabricating Spatially-Varying Subsurface Scattering
  
  Yue Dong, Jinpeng Wang, Fabio Pellacini, Xin Tong, Baining Guo, Stephen Lin
  
  Material Appearance Modeling: A Data-Coherent Approach | Published by Springer Berlin Heidelberg | 2013, Vol 29
  
  ISBN: 978-3-642-35776-3
  
  PDF Publication Publication
- Photo-realistic conversation agent
  
  Bo Zhang, Zicheng Liu, Baining Guo
  
  Integrated image and graphics technologies | Published by ACM | 2004
  
  ISBN: 1-4020-7774-2
  
  Publication
- Face Synthesis
  
  Zicheng Liu, Baining Guo
  
  Handbook of Face Recognition | Published by Springer London | 2004 | Handbook of Face Recognition edition
  
  Publication Publication
- 3D Cartoon Face Generation by Local Deformation Mapping
  
  Jingyong Zhou, Xin Tong, Zicheng Liu, Baining Guo
  
  The Visual Computer | June 2016, Vol 32: pp. 717-727
  
  Publication Publication
- Global Illumination with Radiance Regression Functions
  
  Peiran Ren, Jinpeng Wang, Minmin Gong, Stephen Lin, Xin Tong, Baining Guo
  
  ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings | July 2013, Vol 32
  
  Publication Publication Video
- Overview of Material Fabrication
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Physical Review B Material Appearance Modeling: A Data-Coherent Approach | May 2013, pp. 143-151
  
  Publication
- Overview of Subsurface Light Transport
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | May 2013, pp. 75-78
  
  Publication
- Efficient SVBRDF Acquisition with Manifold Bootstrapping
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Material Appearance Modeling: A Data-Coherent Approach | April 2013, pp. 27-48
  
  Publication
- Diffusion Curve Textures for Resolution Independent Texture Mapping
  
  Xin Sun, Guofu Xie, Stephen Lin, Weiwei Xu, Wencheng Wang, Xin Tong, Baining Guo, Yue Dong
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2012 | August 2012, Vol 31
  
  PDF Publication Publication Video
- TransCut: Interactive Rendering of Translucent Cutouts
  
  Dongping Li, Xin Sun, Zhong Ren, Stephen Lin, Yiying Tong, Baining Guo, Kun Zhou
  
  IEEE Transactions on Visualization and Computer Graphics | May 2012, Vol 19(3): pp. 484-494
  
  Publication Publication
- Single-View Hair Modeling for Portrait Manipulation
  
  Menglei Chai, Lvdi Wang, Yanlin Weng, Yizhou Yu, Baining Guo, Kun Zhou
  
  ACM Transactions on Graphics | January 2012, Vol 37(7)
  
  PDF
- AppGen: Interactive Material Modeling from a Single Image
  
  Yue Dong, Xin Tong, Fabio Pellacini, Baining Guo
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2011 | December 2011, Vol 30
  
  ISBN: 978-1-4503-0807-6
  
  PDF Publication Publication Video
- Condenser-Based Instant Reflectometry
  
  Yanxiang Lan, Yue Dong, Jiaping Wang, Xin Tong, Baining Guo
  
  Computer Graphics Forum | September 2010, Vol 29: pp. 2091-2098
  
  PDF Publication
- Line space gathering for single scattering in large scenes
  
  Xin Sun, Kun Zhou, Stephen Lin, Baining Guo
  
  ACM Transactions on Graphics (TOG) | June 2010, Vol 29(4)
  
  Publication Publication
- RenderAnts: Interactive Reyes Rendering on GPUs
  
  Kun Zhou, Qiming Hou, Zhong Ren, Minmin Gong, Xin Sun, Baining Guo
  
  ACM Transactions on Graphics | December 2009
  
  to appear
  
  PDF
- Edit Propagation on Bidirectional Texture Functions
  
  Kun Xu, Jinpeng Wang, Xin Tong, Shi-Min Hu, Baining Guo
  
  Computer Graphics Forum | October 2009, Vol 28: pp. 1871-1877
  
  PDF Publication Publication Video
- Kernel NystrÃ¶m Method for Light Transport
  
  Jiaping Wang, Yue Dong, Xin Tong, Zhouchen Lin, Baining Guo
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2009 | July 2009, Vol 28
  
  ISBN: 978-1-60558-726-4
  
  PDF Publication Video
- Gradient-based Interpolation and Sampling for Real-time Rendering of Inhomogeneous, Single-scattering Media
  
  Zhong Ren, Kun Zhou, Stephen Lin, Baining Guo
  
  Computer Graphics Forum | October 2008, Vol 27(7): pp. 1945-1953
  
  Publication Publication
- Filtering and Rendering of Resolution-Dependent Reflectance Models
  
  Ping Tan, Long Quan, Stephen Lin, Baining Guo, Harry Shum
  
  IEEE Transactions on Visualization and Computer Graphics | January 2008, Vol 14(2): pp. 412-425
  
  Publication Publication
- Interactive relighting with dynamic BRDFs
  
  Xin Sun, Kun Zhou, Stephen Lin, Yanyun Chen, Jiaoying Shi, Baining Guo
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2007 | July 2007, Vol 26(3)
  
  Publication Publication
- Modeling and Rendering of Heterogeneous Translucent Materials Using the Diffusion Equation
  
  Jiaping Wang, Shuang Zhao, Xin Tong, Stephen Lin, Zhouchen Lin, Yue Dong, Baining Guo, Harry Shum
  
  ACM Transactions on Graphics (TOG) | May 2007, Vol 27
  
  PDF Publication Publication
- All-Frequency Rendering of Dynamic, Spatially-Varying Reï¬‚ectance
  
  Jiaping Wang, Minmin Gong, John Snyder, Baining Guo, Peiran Ren
  
  ACM Transactions on Graphics | January 2007
  
  PDF PDF Video
- Variational Sphere set Approximation for Solid Objects
  
  Rui Wang, Kun Zhou, John Snyder, Xinguo Liu, Hujun Bao, Qunsheng Peng, Baining Guo
  
  The Visual Computer | August 2006
  
  PDF Publication
- Real-Time Soft Shadows in Dynamic Scenes Using Spherical Harmonic Exponentiation
  
  Zhong Ren, Rui Wang, John Snyder, Kun Zhou, Xinguo Liu, Bo Sun, Peter-Pike Sloan, Hujun Bao, Qunsheng Peng, Baining Guo
  
  ACM Transaction on Graphics | August 2006, pp. 977-986
  
  ISBN: 1-59593-364-6
  
  PDF PDF PDF Publication Video
- Appearance Manifolds for Modeling Time-Variant Appearance of Materials
  
  Jiaping Wang, Xin Tong, Stephen Lin, Minghao Pan, Chao Wang, Hujun Bao, Baining Guo, Harry Shum
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2006 | July 2006, Vol 25: pp. 754-761
  
  ISBN: 1-59593-364-6
  
  PDF PDF Publication Publication Video
- Decorating Surfaces with Bidirectional Texture Functions
  
  Kun Zhou, Peng Du, Lifeng Wang, Yasuyuki Matsushita, Jiaoying Shi, Baining Guo, Heung-Yeung Shum
  
  IEEE Transactions on Visualization and Computer Graphics | November 2005, Vol 11: pp. 519-528
  
  PDF PDF Publication
- Capturing and Rendering Geometry Details for BTF-mapped Surfaces
  
  Jinpeng Wang, Xin Tong, John Snyder, Yanyun Chen, Baining Guo, Heung-Yeung Shum
  
  The Visual Computer | September 2005, Vol 21: pp. 559-568
  
  Publication Publication Video
- Modeling and Rendering of Quasi-Homogeneous Materials
  
  Xin Tong, Jiaping Wang, Stephen Lin, Baining Guo, Harry Shum
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2005 | July 2005, Vol 24
  
  PDF PDF Publication Publication
- Light field morphing using 2D features
  
  Lifeng Wang, Stephen Lin, Seungyong Lee, Baining Guo, Harry Shum
  
  IEEE Transactions on Visualization and Computer Graphics | January 2005, pp. 25-34
  
  Publication Publication
- Shell Texture Functions
  
  Yanyun Chen, Xin Tong, Jinpeng Wang, Stephen Lin, Baining Guo, Heung-Yeung Shum
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2004 | August 2004, pp. 343-353
  
  Publication Publication
- View-Dependent Displacement Mapping
  
  Lifeng Wang, Xi Wang, Xin Tong, Stephen Lin, Shimin Hu, Baining Guo, Heung-Yeung Shum
  
  ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH 2003 | July 2003, Vol 22(3): pp. 334-339
  
  Publication Publication
- Realistic Rendering and Animation of Knitwear
  
  Yanyun Chen, Stephen Lin, Hua Zhong, Ying-Qing Xu, Baining Guo, Heung-Yeung Shum
  
  IEEE Transactions on Visualization and Computer Graphics (TVCG) | February 2003, Vol 9(1): pp. 43-55
  
  Publication Publication
- Synthesis of Progressively-Variant Textures on Arbitrary Surfaces
  
  Jingdan Zhang, Kun Zhou, Luiz Velho, Baining Guo, Heung-Yeung Shum
  
  ACM Trans. Graph. | January 2003, Vol 22(3): pp. 295-302
  
  PDF
- Material Appearance Modeling: A Data-Coherent Approach
  
  Yue Dong, Stephen Lin, Baining Guo
  
  Published by Springer-Verlag Berlin Heidelberg 2013 | August 2013
  
  ISBN: 978-3-642-35776-3
  
  Publication Publication

Baining Guo

Publications

Continue or Replan? Bernoulli-Continuation Policy Learning for Adaptive Horizon Execution

XL-DocBench: Benchmarking Evidence-Grounded Extra-Long Document Understanding

FM-VLA: Force-based Memory for Vision-Language-Action Models in Contact-Rich Manipulation

Real-Time Generation of Streamable Talking Portrait Video with Reference-Guided Deep Compression VAEs

Lens: Rethinking Training Efficiency for Foundational Text-to-Image Models

TaskGround: Structured Executable Task Inference for Full-Scene Household Reasoning

Beyond Sunk Costs: Boosting LLM Pre-training Efficiency via Orthogonal Growth of Mixture-of-Experts

Covering Human Action Space for Computer Use: Data Synthesis and Benchmark

Towards On-Policy SFT: Distribution Discriminant Theory and its Applications in LLM Training

RE-TRAC: REcursive TRAjectory Compression for Deep Search Agents

Controlled LLM Training on Spectral Sphere

LoLA: Long Horizon Latent Action Learning for General Robot Manipulation

Seeing Across Views: Benchmarking Spatial Reasoning of Vision-Language Models in Robotic Scenes

RoboSeer: Video Generators Can Be Generalizable Robot Manipulators

VASA-3D: Lifelike Audio-Driven Gaussian Head Avatars from a Single Image

Phi-Ground Tech Report: Advancing Perception in GUI Grounding

ART: Anonymous Region Transformer for Variable Multi-Layer Transparent Image Generation

Optimizing Large Language Model Training Using FP4 Quantization

UniGraspTransformer: Simplified Policy Distillation for Scalable Dexterous Robotic Grasping

CogACT: A Foundational Vision-Language-Action Model for Synergizing Cognition and Action in Robotic Manipulation

IRGen: Generative Modeling for Image Retrieval

VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time

GaussianCube: A Structured and Explicit Radiance Representation for 3D Generative Modeling

MicroCinema: A Divide-and-Conquer Approach for Text-to-Video Generation

COLE: A Hierarchical Generation Framework for Multi-Layered and Editable Graphic Design

CCEdit: Creative and Controllable Video Editing via Diffusion Models

InstructDiffusion: A Generalist Modeling Interface for Vision Tasks

V-DETR: DETR with Vertex Relative Position Encoding for 3D Object Detection

iCLIP: Bridging Image Classification and Contrastive Language-Image Pre-training for Visual Recognition

MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation

Rodin: A Generative Model for Sculpting 3D Digital Avatars Using Diffusion

Advancing High-Resolution Video-Language Representation with Large-Scale Video Transcriptions

VirtualCube: An Immersive 3D Video Communication System

Swin Transformer: Hierarchical Vision Transformer Using Shifted Windows

CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows

Face X-ray for More General Face Forgery Detection

Learning Texture Transformer Network for Image Super-Resolution

Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting

TopicPanorama: A Full Picture of Relevant Topics (TVCG Spotlight Article for Dec. 2016)

How Ideas Flow across Multiple Social Groups

3D Cartoon Face Generation by Local Deformation Mapping

Unsupervised Extraction of Video Highlights via Robust Recurrent Auto-Encoders

Evolutionary Bayesian Rose Trees

Evolutionary Bayesian Rose Trees

A Visual Evaluation Framework for In-Home Physical Evaluation

TopicPanorama: a Full Picture of Relevant Topics

Let It Flow: a Static Method for Exploring Dynamic Graphs

Let It Flow: a Static Method for Exploring Dynamic Graphs

Orientational Pyramid Matching for Recognizing Indoor Scenes

Mining Evolutionary Multi-Branch Trees from Text Streams

Material Appearance Modeling: A Data-Coherent Approach

Global Illumination with Radiance Regression Functions

Fabricating Spatially-Varying Subsurface Scattering

Interactive SVBRDF Modeling from a Single Image

Modeling Subsurface Light Transport with the Kernel NystrÃ¶m Method

Modeling Textured Translucent Materials with Lazy Solid Texture Synthesis

Overview of Material Fabrication

Overview of Subsurface Light Transport

Surface Reflectance Overview

Efficient SVBRDF Acquisition with Manifold Bootstrapping

Fast Neighborhood Graph Search Using Cartesian Concatenation

An Interactive Approach to Semantic Modeling of Indoor Scenes with an RGBD Camera

Modeling and rendering of heterogeneous translucent materials using the diffusion equation

Diffusion Curve Textures for Resolution Independent Texture Mapping

Rendering global light transport in real-time using machine learning

TransCut: Interactive Rendering of Translucent Cutouts

Single-View Hair Modeling for Portrait Manipulation

AppGen: Interactive Material Modeling from a Single Image

Real-time rendering of light-scattering media

Line space gathering for single scattering in large scenes

Interactive relighting with dynamic reflectance

Condenser-Based Instant Reflectometry

Line space gathering for single scattering in large scenes

RenderAnts: Interactive Reyes Rendering on GPUs

Edit Propagation on Bidirectional Texture Functions

Sketch and Match: Scene Montage Using a Huge Image Collection

Kernel NystrÃ¶m Method for Light Transport

SVBRDF Bootstrapping