Shi Han

SpreadsheetLLM: Encoding Spreadsheets for Large Language Models

Haoyu Dong, Yuzhang Tian, Jianbo Zhao, Junyu Xiong, Mengyu Zhou, Yun Lin, José Cambronero, Yeye He, Shi Han, Dongmei Zhang

The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP '24) | November 2024

Preprint Project

CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing

Xinyi He, Jiaru Zou, Yun Lin, Mengyu Zhou, Shi Han, Zejian Yuan, Dongmei Zhang

The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP '24) | November 2024

PDF Preprint

PromptIntern: Saving Inference Costs by Internalizing Recurrent Prompt during Large Language Model Fine-tuning

Jiaru Zou, Mengyu Zhou, Tao Li, Shi Han, Dongmei Zhang

The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP '24) | November 2024

PDF Preprint

TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning

Yuan Sui, Jiaru Zou, Mengyu Zhou, Xinyi He, Lun Du, Shi Han, Dongmei Zhang

The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP '24) | November 2024

PDF Preprint Project

FXAM: A unified and fast interpretable model for predictive analytics

Yuanyuan Jiang, Rui Ding, Tianchi Qiao, Yunan Zhu, Shi Han, Dongmei Zhang

Expert Systems with Applications | October 2024, Vol 252

Publication

Scalable Differentiable Causal Discovery in the Presence of Latent Confounders with Skeleton Posterior

Pingchuan Ma, Rui Ding, Qiang Fu, Jiaru Zhang, Shuai Wang, Shi Han, Dongmei Zhang

2024 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining | August 2024

Publication

KET-QA: A Dataset for Knowledge Enhanced Table Question Answering

Mengkang Hu, Haoyu Dong, Ping Luo, Shi Han, Dongmei Zhang

COLING-LREC'2024 | May 2024

Publication Project

Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study

Yuan Sui, Mengyu Zhou, Mingjie Zhou, Shi Han, Dongmei Zhang

The 17th ACM International Conference on Web Search and Data Mining (WSDM '24) | March 2024

PDF Preprint Project

Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries

Xinyi He, Mengyu Zhou, Xinrun Xu, Xiaojun Ma, Rui Ding, Lun Du, Yan Gao, Ran Jia, Xu Chen, Shi Han, Zejian Yuan, Dongmei Zhang

The 38th Annual AAAI Conference on Artificial Intelligence (AAAI '24) | February 2024

PDF Preprint Project

CoCoAST: Representing Source Code via Hierarchical Splitting and Reconstruction of Abstract Syntax Trees

Ensheng Shi, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun

Empirical Software Engineering | October 2023

DOI

Auto-Validate by-History: Auto Program Data Quality Constraints to Validate Recurring Data Pipelines

Dezhan Tu, Yeye He, Weiwei Cui, Song Ge, Haidong Zhang, Shi Han, Dongmei Zhang, Surajit Chaudhuri

KDD 2023 | August 2023

Publication Project

HermEs: Interactive Spreadsheet Formula Prediction via Hierarchical Formulet Expansion

Wanrong He, Haoyu Dong, Yihuai Gao, Zhichao Fan, Xingzhuo Guo, Zhitao Hou, Xiao Lv, Ran Jia, Shi Han, Dongmei Zhang

ACL 2023 MainTrack | July 2023

Publication

XInsight: eXplainable Data Analysis Through The Lens of Causality

Pingchuan Ma, Rui Ding, Shuai Wang, Shi Han, Dongmei Zhang

2023 International Conference on Management of Data | June 2023

Publication

AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks

Xinyi He, Mengyu Zhou, Mingjie Zhou, Jialiang Xu, Xiao Lv, Tianle Li, Yijia Shao, Shi Han, Zejian Yuan, Dongmei Zhang

The 61st Annual Meeting of the Association for Computational Linguistics (ACL '23) | May 2023

PDF Preprint Project

CASR: Generating Complex Sequences with Autoregressive Self-Boost Refinement

Hongwei Han, Mengyu Zhou, Shi Han, Xiu Li, Dongmei Zhang

The Eleventh International Conference on Learning Representations (ICLR '23) | May 2023

PDF Publication

Homophily-oriented Heterogeneous Graph Rewiring

Jiayan Guo, Lun Du, Wendong Bi, Qiang Fu, Xiaojun Ma, Xu Chen, Shi Han, Dongmei Zhang, Yan Zhang

The Web Conference (WWW'23) | April 2023

Preprint

Robust Mid-Pass Filtering Graph Convolutional Networks

Jincheng Huang, Lun Du, Xu Chen, Qiang Fu, Shi Han, Dongmei Zhang

The Web Conference (WWW'23) | April 2023

Preprint

ML4C: Seeing Causality Through Latent Vicinity

Haoyue Dai, Rui Ding, Yuanyuan Jiang, Shi Han, Dongmei Zhang

2023 SIAM International Conference on Data Mining | April 2023

Publication

FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information

Yijia Shao, Mengyu Zhou, Yifan Zhong, Tao Wu, Hongwei Han, Shi Han, Gideon Huang, Dongmei Zhang

The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP '22) | December 2022

PDF Preprint

Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems

Jialiang Xu, Mengyu Zhou, Xinyi He, Shi Han, Dongmei Zhang

The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP '22) | December 2022

PDF Preprint

Neuron with Steady Response Leads to Better Generalization

Qiang Fu, Lun Du, Haitao Mao, Xu Chen, Wei Fang, Shi Han, Dongmei Zhang

Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS'22) | December 2022

Preprint

ML4S: Learning Causal Skeleton from Vicinal Graphs

Pingchuan Ma, Rui Ding, Haoyue Dai, Yuanyuan Jiang, Shuai Wang, Shi Han, Dongmei Zhang

SIGKDD 2022 | August 2022

Publication

pureGAM: Learning an Inherently Pure Additive Model

Xingzhi Sun, Ziyu Wang, Rui Ding, Shi Han, Dongmei Zhang

SIGKDD 2022 | August 2022

Publication

TrajGAT: A Graph-based Long-term Dependency Modeling Approach for Trajectory Similarity Computation

Di Yao, Haonan Hu, Lun Du, Gao Cong, Shi Han, Jingping Bi

Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (KDD'22) | August 2022

Preprint

Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks

Haoyu Dong, Zhoujun Cheng, Xinyi He, Mengyu Zhou, Anda Zhou, Fan Zhou, Ao Liu, Shi Han, Dongmei Zhang

IJCAI'2022 SURVEY TRACK | July 2022

Project

Accelerating Code Search with Deep Hashing and Code Classification

Wenchao Gu, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Michael R. Lyu

ACL 2022 | May 2022

Publication

FORTAP: Using Formulae for Numerical-Reasoning-Aware Table Pretraining

Zhoujun Cheng, Haoyu Dong, Fan Cheng, Ran Jia, Pengfei Wu, Shi Han, Dongmei Zhang

ACL 2022 Main Track | May 2022

Publication Project

HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation

Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang

ACL 2022 Main Track | May 2022

Publication Project

PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation

Ao Liu, Haoyu Dong, Naoaki Okazaki, Shi Han, Dongmei Zhang

EMNLP'22 Main Track | May 2022

Publication

TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data

Fan Zhou, Mengkang Hu, Haoyu Dong, Zhoujun Cheng, Shi Han, Dongmei Zhang

EMNLP'22 Oral Main Track | May 2022

Publication

GBK-GNN: Gated Bi-Kernel Graph Neural Networks for Modeling Both Homophily and Heterophily

Lun Du, Xiaozhou Shi, Qiang Fu, Xiaojun Ma, Hengyu Liu, Shi Han, Dongmei Zhang

TheWebConf 2022 | April 2022

Publication

On the Evaluation of Neural Code Summarization

Ensheng Shi, Yanlin Wang, Lun Du, Junjie Chen, Shi Han, Hongyu Zhang, Dongmei Zhang, Hongbin Sun

International Conference on Software Engineering (ICSE'22) | February 2022

Preprint

CAST: Enhancing Code Summarization with Hierarchical Splitting and Reconstruction of Abstract Syntax Trees

Ensheng Shi, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun

EMNLP 2021 | November 2021

Publication

Is a Single Model Enough? MuCoS: A Multi-Model Ensemble Learning Approach for Semantic Code Search

Lun Du, Xiaozhou Shi, Yanlin Wang, Ensheng Shi, Shi Han, Dongmei Zhang

Proceedings of ACM International Conference on Information and Knowledge Management (CIKM'21) | November 2021

Publication

Neuron Campaign for Initialization Guided by Information Bottleneck Theory

Haitao Mao, Xu Chen, Qiang Fu, Lun Du, Shi Han, Dongmei Zhang

2021 Conference on Information and Knowledge Management | November 2021

Best Short Paper Award

Publication

Table2Charts: Recommending Charts by Learning Shared Table Representations

Mengyu Zhou, Qingtao Li, Xinyi He, Yuejiang Li, Yibo Liu, Wei Ji, Shi Han, Yining Chen, Daxin Jiang (姜大昕), Dongmei Zhang

The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD ’21) | August 2021

PDF DOI Project

TabularNet: A Neural Network Architecture for Understanding Semantic Structures of Tabular Data

Lun Du, Fei Gao, Xu Chen, Ran Jia (raji), Junshan Wang, Jiang Zhang, Shi Han, Dongmei Zhang

Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (KDD'21) | August 2021

Publication

TUTA: Tree-based Transformers for Generally Structured Table Pre-training

Zhiruo Wang, Haoyu Dong, Ran Jia (raji), Jia Li, Zhiyi Fu, Shi Han (shihan), Dongmei Zhang (dongmeiz)

KDD | August 2021

Publication Project

On the Evaluation of Commit Message Generation Models: An Experimental Study

Wei Tao, Yanlin Wang, Ensheng Shi, Lun Du, Shi Han, Hongyu Zhang, Dongmei Zhang, Wenqiang Zhang

Proceedings of IEEE International Conference on Software Maintenance and Evolution (ICSME '21) | July 2021

Publication

Semantic Table Structure Identification in Spreadsheets

Yakun Zhang, Xiao Lv, Haoyu Dong, Wensheng Dou, Shi Han, Dongmei Zhang, Jun Wei, Ye Dan

ISSTA | July 2021

Author's Version Project

MetaInsight: Automatic Discovery of Structured Knowledge for Exploratory Data Analysis

Pingchuan Ma, Rui Ding, Shi Han, Dongmei Zhang

ACM SIGMOD International Conference on Management of Data | June 2021

Publication Author's Version Project Project

Understanding and Improvement of Adversarial Training for Network Embedding from an Optimization Perspective

Lun Du, Xu Chen, Fei Gao, Qiang Fu, Kunqing Xie, Shi Han, Dongmei Zhang

Proceedings of International Conference on Web Search and Data Mining (WSDM'22) | May 2021

Preprint Publication

LibDB: An Effective and Efficient Framework for Detecting Third-Party Libraries in Binaries

Wei Tang, Yanlin Wang, Hongyu Zhang, Shi Han, Ping Luo, Dongmei Zhang

ICSE 2022 | April 2021

Publication Publication

Structure-aware Pre-training for Table Understanding with Tree-based Transformers

Zhiruo Wang, Haoyu Dong, Ran Jia, Jia Li, Zhiyi Fu, Shi Han, Dongmei Zhang

arXiv | October 2020

Publication Project

Neural Formatting for Spreadsheet Tables

Haoyu Dong, Jinyu Wang, Zhouyu Fu, Shi Han, Dongmei Zhang

CIKM'20 (among five best paper nominees in full research track) | October 2020

DOI Project

Learning Formatting Style Transfer and Structure Extraction for Spreadsheet Tables with a Hybrid Neural Network Architecture

Haoyu Dong, Jiong Yang, Shi Han, Dongmei Zhang

CIKM'20 (applied research track) | October 2020

DOI Project

CoCoGUM: Contextual Code Summarization with Multi-Relational GNN on UMLs

Yanlin Wang, Lun Du, Ensheng Shi, Yuxuan Hu, Shi Han, Dongmei Zhang

MSR-TR-2020-16 | May 2020

Published by Microsoft

Publication

Reliable and Efficient Anytime Skeleton Learning

Rui Ding, Yanzhi Liu, Jingjing Tian, Zhouyu Fu, Shi Han, Dongmei Zhang

To appear in proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI'20) | February 2020

Publication Project

Reliable and Efficient Anytime Skeleton Learning

Rui Ding, Yanzhi Liu, Jingjing Tian, Zhouyu Fu, Shi Han, Dongmei Zhang

Thirty-Fourth AAAI Conference on Artificial Intelligence | February 2020

Publication

Table2Analysis: Modeling and Recommendation of Common Analysis Patterns for Multi-Dimensional Data

Mengyu Zhou, Tao Wang, Pengxin Ji, Shi Han, Dongmei Zhang

The 34th AAAI Conference on Artificial Intelligence (AAAI '20) | February 2020

PDF Project

Semantic Structure Extraction for Spreadsheet Tables with a Multi-task Learning Architecture

Haoyu Dong, Shijie Liu, Zhouyu Fu, Shi Han, Dongmei Zhang

Workshop on Document Intelligence (DI 2019) at NeurIPS 2019 | December 2019

Publication Project

QuickInsights: Quick and Automatic Discovery of Insights from Multi-Dimensional Data

Rui Ding, Shi Han, Yong Xu, Haidong Zhang, Dongmei Zhang

Proceedings of the 2019 ACM International Conference on Management of Data (SIGMOD'19 industrial track) | June 2019

Publication DOI Project

TableSense: Spreadsheet Table Detection with Convolutional Neural Networks

Haoyu Dong, Shijie Liu, Shi Han, Zhouyu Fu, Dongmei Zhang

Proceedings of the 33rd AAAI Conference on Artificial Intelligence (AAAI'19) | January 2019

Publication Project

Automated Refactoring of Nested-IF Formulae in Spreadsheets

Jie Zhang, Shi Han, Dan Hao, Lu Zhang, Dongmei Zhang

Proceedings of the 2018 26th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering (FSE'18 industrial track) | November 2018

Author's Version DOI Project

Expandable Group Identification in Spreadsheets

Wensheng Dou, Shi Han, Liang Xu, Dongmei Zhang, Jun Wei

Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering (ASE'18) | September 2018

PDF DOI Project

Systematically Ensuring The Confidence of Real Time Home Automation IoT Systems

Lei Bu, Wen Xiong, Chieh-Jan Mike Liang, Shi Han, Shan Lin, Dongmei Zhang, Xuandong Li

TCPS (ACM Transactions on Cyber-Physical Systems) | June 2018

Publication

Precise Condition Synthesis for Program Repair

Yingfei Xiong, Jie Wang, Runfa Yan, Jiachen Zhang, Shi Han, Gang Huang, Lu Zhang

ICSE '17 Proceedings of the 39th International Conference on Software Engineering | May 2017

ISBN: 978-1-5386-3868-2

Publication Publication Publication

Extracting Top-K Insights from Multi-dimensional Data

Bo Tang, Shi Han, Man Lung Yiu, Rui Ding, Dongmei Zhang

Proceedings of the 2017 ACM International Conference on Management of Data (SIGMOD'17) | May 2017

PDF DOI Project

Systematically Debugging IoT Control System Correctness for Building Automation

Chieh-Jan Mike Liang, Lei Bu, Zhao Lucis Li, Junbei Zhang, Shi Han, Börje F. Karlsson, Dongmei Zhang, Feng Zhao

BuildSys (ACM Conference on Systems for Energy-Efficient Built Environments) | November 2016

Publication

Uncovering JavaScript Performance Code Smells Relevant to Type Mutations

Xiao Xiao, Shi Han, Charles Zhang, Dongmei Zhang

Proceedings of the 13th Asian Symposium on Programming Languages and Systems (APLAS 2015) | November 2015

ISBN: 978-3-319-26528-5

Publication Publication

Comprehending Performance from Real-World Execution Traces: A Device-Driver Case

Xiao Yu, Shi Han, Dongmei Zhang, Tao Xie

ASPLOS 2014 | March 2014

Publication

Software Analytics in Practice

Dongmei Zhang, Shi Han, Yingnong Dang, Jian-Guang Lou, Haidong Zhang, Tao Xie

IEEE Software, Special Issue on the Many Faces of Software Analytics | October 2013

Publication

Context-Sensitive Delta Inference for Identifying Workload-Dependent Performance Bottlenecks

Xusheng Xiao, Shi Han, Tao Xie, Dongmei Zhang

ISSTA 2013 | July 2013

Publication

Performance Debugging in the Large via Mining Millions of Stack Traces

Shi Han, Yingnong Dang, Song Ge, Dongmei Zhang, Tao Xie

June 2012

Publication

Teaching and Training for Software Analytics

Dongmei Zhang, Yingnong Dang, Shi Han, Tao Xie

Proceedings of the 25th IEEE Conference on Software Engineering Education and Training (CSEE&T 2012) | April 2012

ISBN: 978-1-4673-1592-0

Publication Publication

Software Analytics as a Learning Case in Practice: Approaches and Experiences

Dongmei Zhang, Yingnong Dang, Jian-Guang Lou, Shi Han, Haidong Zhang, Tao Xie

November 2011

Publication

A Unified Framework for Recognizing Handwritten Chemical Expressions

Ming Chang, Shi Han, Dongmei Zhang

Proceedings of the 10th International Conference on Document Analysis and Recognition (ICDAR 2009) | July 2009

ISBN: 978-0-7695-3725-2

Publication Publication

Systematic Multi-Path HMM Topology Design for Online Handwriting Recognition of East Asian Characters

Shi Han, Ming Chang, Yu Zou, Xinjian Chen, Dongmei Zhang

Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007) | September 2007

ISBN: 978-0-7695-2822-9

Publication Publication

Automatic Real-Time Barcode Localization in Complex Scenes

Chunhui Zhang, Jian Wang, Shi Han, Mo Yi, Zhengyou Zhang

Proceedings of the International Conference on Image Processing (ICIP 2006) | October 2006

ISBN: 1-4244-0480-0

Publication Publication

Super-Resolution of 3D Face

Gang Pan, Shi Han, Zhaohui Wu, Yueming Wang

Proceedings of the 9th European Conference on Computer Vision (ECCV 2006) | May 2006

ISBN: 3-540-33834-9

Publication Publication

3D Face Recognition using Mapped Depth Images

Gang Pan, Shi Han, Zhaohui Wu, Yueming Wang

Proceedings of the 2005 IEEE Workshop on Face Recognition Grand Challenge (FRGC 2005), in conjunction with CVPR 2005 | September 2005

ISBN: 0-7695-2372-2

Publication Publication

CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing

Xinyi He, Jiaru Zou, Yun Lin, Mengyu Zhou, Shi Han, Zejian Yuan, Dongmei Zhang

The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP '24) | November 2024

PDF Preprint

PromptIntern: Saving Inference Costs by Internalizing Recurrent Prompt during Large Language Model Fine-tuning

Jiaru Zou, Mengyu Zhou, Tao Li, Shi Han, Dongmei Zhang

The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP '24) | November 2024

PDF Preprint

FXAM: A unified and fast interpretable model for predictive analytics

Yuanyuan Jiang, Rui Ding, Tianchi Qiao, Yunan Zhu, Shi Han, Dongmei Zhang

Expert Systems with Applications | October 2024, Vol 252

Publication

Scalable Differentiable Causal Discovery in the Presence of Latent Confounders with Skeleton Posterior

Pingchuan Ma, Rui Ding, Qiang Fu, Jiaru Zhang, Shuai Wang, Shi Han, Dongmei Zhang

2024 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining | August 2024

Publication

Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study

Yuan Sui, Mengyu Zhou, Mingjie Zhou, Shi Han, Dongmei Zhang

The 17th ACM International Conference on Web Search and Data Mining (WSDM '24) | March 2024

PDF Preprint Project

Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries

Xinyi He, Mengyu Zhou, Xinrun Xu, Xiaojun Ma, Rui Ding, Lun Du, Yan Gao, Ran Jia, Xu Chen, Shi Han, Zejian Yuan, Dongmei Zhang

The 38th Annual AAAI Conference on Artificial Intelligence (AAAI '24) | February 2024

PDF Preprint Project

CoCoAST: Representing Source Code via Hierarchical Splitting and Reconstruction of Abstract Syntax Trees

Ensheng Shi, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun

Empirical Software Engineering | October 2023

DOI

HermEs: Interactive Spreadsheet Formula Prediction via Hierarchical Formulet Expansion

Wanrong He, Haoyu Dong, Yihuai Gao, Zhichao Fan, Xingzhuo Guo, Zhitao Hou, Xiao Lv, Ran Jia, Shi Han, Dongmei Zhang

ACL 2023 MainTrack | July 2023

Publication

XInsight: eXplainable Data Analysis Through The Lens of Causality

Pingchuan Ma, Rui Ding, Shuai Wang, Shi Han, Dongmei Zhang

2023 International Conference on Management of Data | June 2023

Publication

AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks

Xinyi He, Mengyu Zhou, Mingjie Zhou, Jialiang Xu, Xiao Lv, Tianle Li, Yijia Shao, Shi Han, Zejian Yuan, Dongmei Zhang

The 61st Annual Meeting of the Association for Computational Linguistics (ACL '23) | May 2023

PDF Preprint Project

CASR: Generating Complex Sequences with Autoregressive Self-Boost Refinement

Hongwei Han, Mengyu Zhou, Shi Han, Xiu Li, Dongmei Zhang

The Eleventh International Conference on Learning Representations (ICLR '23) | May 2023

PDF Publication

Homophily-oriented Heterogeneous Graph Rewiring

Jiayan Guo, Lun Du, Wendong Bi, Qiang Fu, Xiaojun Ma, Xu Chen, Shi Han, Dongmei Zhang, Yan Zhang

The Web Conference (WWW'23) | April 2023

Preprint

Robust Mid-Pass Filtering Graph Convolutional Networks

Jincheng Huang, Lun Du, Xu Chen, Qiang Fu, Shi Han, Dongmei Zhang

The Web Conference (WWW'23) | April 2023

Preprint

ML4C: Seeing Causality Through Latent Vicinity

Haoyue Dai, Rui Ding, Yuanyuan Jiang, Shi Han, Dongmei Zhang

2023 SIAM International Conference on Data Mining | April 2023

Publication

Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems

Jialiang Xu, Mengyu Zhou, Xinyi He, Shi Han, Dongmei Zhang

The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP '22) | December 2022

PDF Preprint

FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information

Yijia Shao, Mengyu Zhou, Yifan Zhong, Tao Wu, Hongwei Han, Shi Han, Gideon Huang, Dongmei Zhang

The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP '22) | December 2022

PDF Preprint

Neuron with Steady Response Leads to Better Generalization

Qiang Fu, Lun Du, Haitao Mao, Xu Chen, Wei Fang, Shi Han, Dongmei Zhang

Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS'22) | December 2022

Preprint

pureGAM: Learning an Inherently Pure Additive Model

Xingzhi Sun, Ziyu Wang, Rui Ding, Shi Han, Dongmei Zhang

SIGKDD 2022 | August 2022

Publication

ML4S: Learning Causal Skeleton from Vicinal Graphs

Pingchuan Ma, Rui Ding, Haoyue Dai, Yuanyuan Jiang, Shuai Wang, Shi Han, Dongmei Zhang

SIGKDD 2022 | August 2022

Publication

TrajGAT: A Graph-based Long-term Dependency Modeling Approach for Trajectory Similarity Computation

Di Yao, Haonan Hu, Lun Du, Gao Cong, Shi Han, Jingping Bi

Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (KDD'22) | August 2022

Preprint

Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks

Haoyu Dong, Zhoujun Cheng, Xinyi He, Mengyu Zhou, Anda Zhou, Fan Zhou, Ao Liu, Shi Han, Dongmei Zhang

IJCAI'2022 SURVEY TRACK | July 2022

Project

PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation

Ao Liu, Haoyu Dong, Naoaki Okazaki, Shi Han, Dongmei Zhang

EMNLP'22 Main Track | May 2022

Publication

TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data

Fan Zhou, Mengkang Hu, Haoyu Dong, Zhoujun Cheng, Shi Han, Dongmei Zhang

EMNLP'22 Oral Main Track | May 2022

Publication

FORTAP: Using Formulae for Numerical-Reasoning-Aware Table Pretraining

Zhoujun Cheng, Haoyu Dong, Fan Cheng, Ran Jia, Pengfei Wu, Shi Han, Dongmei Zhang

ACL 2022 Main Track | May 2022

Publication Project

HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation

Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang

ACL 2022 Main Track | May 2022

Publication Project

GBK-GNN: Gated Bi-Kernel Graph Neural Networks for Modeling Both Homophily and Heterophily

Lun Du, Xiaozhou Shi, Qiang Fu, Xiaojun Ma, Hengyu Liu, Shi Han, Dongmei Zhang

TheWebConf 2022 | April 2022

Publication

On the Evaluation of Neural Code Summarization

Ensheng Shi, Yanlin Wang, Lun Du, Junjie Chen, Shi Han, Hongyu Zhang, Dongmei Zhang, Hongbin Sun

International Conference on Software Engineering (ICSE'22) | February 2022

Preprint

CAST: Enhancing Code Summarization with Hierarchical Splitting and Reconstruction of Abstract Syntax Trees

Ensheng Shi, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun

EMNLP 2021 | November 2021

Publication

Is a Single Model Enough? MuCoS: A Multi-Model Ensemble Learning Approach for Semantic Code Search

Lun Du, Xiaozhou Shi, Yanlin Wang, Ensheng Shi, Shi Han, Dongmei Zhang

Proceedings of ACM International Conference on Information and Knowledge Management (CIKM'21) | November 2021

Publication

Neuron Campaign for Initialization Guided by Information Bottleneck Theory

Haitao Mao, Xu Chen, Qiang Fu, Lun Du, Shi Han, Dongmei Zhang

2021 Conference on Information and Knowledge Management | November 2021

Best Short Paper Award

Publication

Table2Charts: Recommending Charts by Learning Shared Table Representations

Mengyu Zhou, Qingtao Li, Xinyi He, Yuejiang Li, Yibo Liu, Wei Ji, Shi Han, Yining Chen, Daxin Jiang (姜大昕), Dongmei Zhang

The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD ’21) | August 2021

PDF DOI Project

TabularNet: A Neural Network Architecture for Understanding Semantic Structures of Tabular Data

Lun Du, Fei Gao, Xu Chen, Ran Jia (raji), Junshan Wang, Jiang Zhang, Shi Han, Dongmei Zhang

Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (KDD'21) | August 2021

Publication

TUTA: Tree-based Transformers for Generally Structured Table Pre-training

Zhiruo Wang, Haoyu Dong, Ran Jia (raji), Jia Li, Zhiyi Fu, Shi Han (shihan), Dongmei Zhang (dongmeiz)

KDD | August 2021

Publication Project

Semantic Table Structure Identification in Spreadsheets

Yakun Zhang, Xiao Lv, Haoyu Dong, Wensheng Dou, Shi Han, Dongmei Zhang, Jun Wei, Ye Dan

ISSTA | July 2021

Author's Version Project

Understanding and Improvement of Adversarial Training for Network Embedding from an Optimization Perspective

Lun Du, Xu Chen, Fei Gao, Qiang Fu, Kunqing Xie, Shi Han, Dongmei Zhang

Proceedings of International Conference on Web Search and Data Mining (WSDM'22) | May 2021

Preprint Publication

Structure-aware Pre-training for Table Understanding with Tree-based Transformers

Zhiruo Wang, Haoyu Dong, Ran Jia, Jia Li, Zhiyi Fu, Shi Han, Dongmei Zhang

arXiv | October 2020

Publication Project

Neural Formatting for Spreadsheet Tables

Haoyu Dong, Jinyu Wang, Zhouyu Fu, Shi Han, Dongmei Zhang

CIKM'20 (among five best paper nominees in full research track) | October 2020

DOI Project

Learning Formatting Style Transfer and Structure Extraction for Spreadsheet Tables with a Hybrid Neural Network Architecture

Haoyu Dong, Jiong Yang, Shi Han, Dongmei Zhang

CIKM'20 (applied research track) | October 2020

DOI Project

Reliable and Efficient Anytime Skeleton Learning

Rui Ding, Yanzhi Liu, Jingjing Tian, Zhouyu Fu, Shi Han, Dongmei Zhang

To appear in proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI'20) | February 2020

Publication Project

Table2Analysis: Modeling and Recommendation of Common Analysis Patterns for Multi-Dimensional Data

Mengyu Zhou, Tao Wang, Pengxin Ji, Shi Han, Dongmei Zhang

The 34th AAAI Conference on Artificial Intelligence (AAAI '20) | February 2020

PDF Project

Reliable and Efficient Anytime Skeleton Learning

Rui Ding, Yanzhi Liu, Jingjing Tian, Zhouyu Fu, Shi Han, Dongmei Zhang

Thirty-Fourth AAAI Conference on Artificial Intelligence | February 2020

Publication

Semantic Structure Extraction for Spreadsheet Tables with a Multi-task Learning Architecture

Haoyu Dong, Shijie Liu, Zhouyu Fu, Shi Han, Dongmei Zhang

Workshop on Document Intelligence (DI 2019) at NeurIPS 2019 | December 2019

Publication Project

QuickInsights: Quick and Automatic Discovery of Insights from Multi-Dimensional Data

Rui Ding, Shi Han, Yong Xu, Haidong Zhang, Dongmei Zhang

Proceedings of the 2019 ACM International Conference on Management of Data (SIGMOD'19 industrial track) | June 2019

Publication DOI Project

TableSense: Spreadsheet Table Detection with Convolutional Neural Networks

Haoyu Dong, Shijie Liu, Shi Han, Zhouyu Fu, Dongmei Zhang

Proceedings of the 33rd AAAI Conference on Artificial Intelligence (AAAI'19) | January 2019

Publication Project

A Unified Framework for Recognizing Handwritten Chemical Expressions

Ming Chang, Shi Han, Dongmei Zhang

Proceedings of the 10th International Conference on Document Analysis and Recognition (ICDAR 2009) | July 2009

ISBN: 978-0-7695-3725-2

Publication Publication

Systematic Multi-Path HMM Topology Design for Online Handwriting Recognition of East Asian Characters

Shi Han, Ming Chang, Yu Zou, Xinjian Chen, Dongmei Zhang

Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007) | September 2007

ISBN: 978-0-7695-2822-9

Publication Publication

Automatic Real-Time Barcode Localization in Complex Scenes

Chunhui Zhang, Jian Wang, Shi Han, Mo Yi, Zhengyou Zhang

Proceedings of the International Conference on Image Processing (ICIP 2006) | October 2006

ISBN: 1-4244-0480-0

Publication Publication

CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing

Xinyi He, Jiaru Zou, Yun Lin, Mengyu Zhou, Shi Han, Zejian Yuan, Dongmei Zhang

The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP '24) | November 2024

PDF Preprint

PromptIntern: Saving Inference Costs by Internalizing Recurrent Prompt during Large Language Model Fine-tuning

Jiaru Zou, Mengyu Zhou, Tao Li, Shi Han, Dongmei Zhang

The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP '24) | November 2024

PDF Preprint

On the Evaluation of Neural Code Summarization

Ensheng Shi, Yanlin Wang, Lun Du, Junjie Chen, Shi Han, Hongyu Zhang, Dongmei Zhang, Hongbin Sun

International Conference on Software Engineering (ICSE'22) | February 2022

Preprint

CAST: Enhancing Code Summarization with Hierarchical Splitting and Reconstruction of Abstract Syntax Trees

Ensheng Shi, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun

EMNLP 2021 | November 2021

Publication

On the Evaluation of Commit Message Generation Models: An Experimental Study

Wei Tao, Yanlin Wang, Ensheng Shi, Lun Du, Shi Han, Hongyu Zhang, Dongmei Zhang, Wenqiang Zhang

Proceedings of IEEE International Conference on Software Maintenance and Evolution (ICSME '21) | July 2021

Publication

Semantic Table Structure Identification in Spreadsheets

Yakun Zhang, Xiao Lv, Haoyu Dong, Wensheng Dou, Shi Han, Dongmei Zhang, Jun Wei, Ye Dan

ISSTA | July 2021

Author's Version Project

LibDB: An Effective and Efficient Framework for Detecting Third-Party Libraries in Binaries

Wei Tang, Yanlin Wang, Hongyu Zhang, Shi Han, Ping Luo, Dongmei Zhang

ICSE 2022 | April 2021

Publication Publication

CoCoGUM: Contextual Code Summarization with Multi-Relational GNN on UMLs

Yanlin Wang, Lun Du, Ensheng Shi, Yuxuan Hu, Shi Han, Dongmei Zhang

MSR-TR-2020-16 | May 2020

Published by Microsoft

Publication

Automated Refactoring of Nested-IF Formulae in Spreadsheets

Jie Zhang, Shi Han, Dan Hao, Lu Zhang, Dongmei Zhang

Proceedings of the 2018 26th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering (FSE'18 industrial track) | November 2018

Author's Version DOI Project

Expandable Group Identification in Spreadsheets

Wensheng Dou, Shi Han, Liang Xu, Dongmei Zhang, Jun Wei

Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering (ASE'18) | September 2018

PDF DOI Project

Precise Condition Synthesis for Program Repair

Yingfei Xiong, Jie Wang, Runfa Yan, Jiachen Zhang, Shi Han, Gang Huang, Lu Zhang

ICSE '17 Proceedings of the 39th International Conference on Software Engineering | May 2017

ISBN: 978-1-5386-3868-2

Publication Publication Publication

Uncovering JavaScript Performance Code Smells Relevant to Type Mutations

Xiao Xiao, Shi Han, Charles Zhang, Dongmei Zhang

Proceedings of the 13th Asian Symposium on Programming Languages and Systems (APLAS 2015) | November 2015

ISBN: 978-3-319-26528-5

Publication Publication

Comprehending Performance from Real-World Execution Traces: A Device-Driver Case

Xiao Yu, Shi Han, Dongmei Zhang, Tao Xie

ASPLOS 2014 | March 2014

Publication

Software Analytics in Practice

Dongmei Zhang, Shi Han, Yingnong Dang, Jian-Guang Lou, Haidong Zhang, Tao Xie

IEEE Software, Special Issue on the Many Faces of Software Analytics | October 2013

Publication

Context-Sensitive Delta Inference for Identifying Workload-Dependent Performance Bottlenecks

Xusheng Xiao, Shi Han, Tao Xie, Dongmei Zhang

ISSTA 2013 | July 2013

Publication

Performance Debugging in the Large via Mining Millions of Stack Traces

Shi Han, Yingnong Dang, Song Ge, Dongmei Zhang, Tao Xie

June 2012

Publication

Teaching and Training for Software Analytics

Dongmei Zhang, Yingnong Dang, Shi Han, Tao Xie

Proceedings of the 25th IEEE Conference on Software Engineering Education and Training (CSEE&T 2012) | April 2012

ISBN: 978-1-4673-1592-0

Publication Publication

Software Analytics as a Learning Case in Practice: Approaches and Experiences

Dongmei Zhang, Yingnong Dang, Jian-Guang Lou, Shi Han, Haidong Zhang, Tao Xie

November 2011

Publication

PromptIntern: Saving Inference Costs by Internalizing Recurrent Prompt during Large Language Model Fine-tuning

Jiaru Zou, Mengyu Zhou, Tao Li, Shi Han, Dongmei Zhang

The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP '24) | November 2024

PDF Preprint

TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning

Yuan Sui, Jiaru Zou, Mengyu Zhou, Xinyi He, Lun Du, Shi Han, Dongmei Zhang

The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP '24) | November 2024

PDF Preprint Project

Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study

Yuan Sui, Mengyu Zhou, Mingjie Zhou, Shi Han, Dongmei Zhang

The 17th ACM International Conference on Web Search and Data Mining (WSDM '24) | March 2024

PDF Preprint Project

Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries

Xinyi He, Mengyu Zhou, Xinrun Xu, Xiaojun Ma, Rui Ding, Lun Du, Yan Gao, Ran Jia, Xu Chen, Shi Han, Zejian Yuan, Dongmei Zhang

The 38th Annual AAAI Conference on Artificial Intelligence (AAAI '24) | February 2024

PDF Preprint Project

CASR: Generating Complex Sequences with Autoregressive Self-Boost Refinement

Hongwei Han, Mengyu Zhou, Shi Han, Xiu Li, Dongmei Zhang

The Eleventh International Conference on Learning Representations (ICLR '23) | May 2023

PDF Publication

Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems

Jialiang Xu, Mengyu Zhou, Xinyi He, Shi Han, Dongmei Zhang

The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP '22) | December 2022

PDF Preprint

FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information

Yijia Shao, Mengyu Zhou, Yifan Zhong, Tao Wu, Hongwei Han, Shi Han, Gideon Huang, Dongmei Zhang

The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP '22) | December 2022

PDF Preprint

Accelerating Code Search with Deep Hashing and Code Classification

Wenchao Gu, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Michael R. Lyu

ACL 2022 | May 2022

Publication

FORTAP: Using Formulae for Numerical-Reasoning-Aware Table Pretraining

Zhoujun Cheng, Haoyu Dong, Fan Cheng, Ran Jia, Pengfei Wu, Shi Han, Dongmei Zhang

ACL 2022 Main Track | May 2022

Publication Project

CAST: Enhancing Code Summarization with Hierarchical Splitting and Reconstruction of Abstract Syntax Trees

Ensheng Shi, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun

EMNLP 2021 | November 2021

Publication

Table2Charts: Recommending Charts by Learning Shared Table Representations

Mengyu Zhou, Qingtao Li, Xinyi He, Yuejiang Li, Yibo Liu, Wei Ji, Shi Han, Yining Chen, Daxin Jiang (姜大昕), Dongmei Zhang

The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD ’21) | August 2021

PDF DOI Project

SpreadsheetLLM: Encoding Spreadsheets for Large Language Models

Haoyu Dong, Yuzhang Tian, Jianbo Zhao, Junyu Xiong, Mengyu Zhou, Yun Lin, José Cambronero, Yeye He, Shi Han, Dongmei Zhang

The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP '24) | November 2024

Preprint Project

TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning

Yuan Sui, Jiaru Zou, Mengyu Zhou, Xinyi He, Lun Du, Shi Han, Dongmei Zhang

The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP '24) | November 2024

PDF Preprint Project

FXAM: A unified and fast interpretable model for predictive analytics

Yuanyuan Jiang, Rui Ding, Tianchi Qiao, Yunan Zhu, Shi Han, Dongmei Zhang

Expert Systems with Applications | October 2024, Vol 252

Publication

KET-QA: A Dataset for Knowledge Enhanced Table Question Answering

Mengkang Hu, Haoyu Dong, Ping Luo, Shi Han, Dongmei Zhang

COLING-LREC'2024 | May 2024

Publication Project

Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study

Yuan Sui, Mengyu Zhou, Mingjie Zhou, Shi Han, Dongmei Zhang

The 17th ACM International Conference on Web Search and Data Mining (WSDM '24) | March 2024

PDF Preprint Project

Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries

Xinyi He, Mengyu Zhou, Xinrun Xu, Xiaojun Ma, Rui Ding, Lun Du, Yan Gao, Ran Jia, Xu Chen, Shi Han, Zejian Yuan, Dongmei Zhang

The 38th Annual AAAI Conference on Artificial Intelligence (AAAI '24) | February 2024

PDF Preprint Project

Auto-Validate by-History: Auto Program Data Quality Constraints to Validate Recurring Data Pipelines

Dezhan Tu, Yeye He, Weiwei Cui, Song Ge, Haidong Zhang, Shi Han, Dongmei Zhang, Surajit Chaudhuri

KDD 2023 | August 2023

Publication Project

XInsight: eXplainable Data Analysis Through The Lens of Causality

Pingchuan Ma, Rui Ding, Shuai Wang, Shi Han, Dongmei Zhang

2023 International Conference on Management of Data | June 2023

Publication

AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks

Xinyi He, Mengyu Zhou, Mingjie Zhou, Jialiang Xu, Xiao Lv, Tianle Li, Yijia Shao, Shi Han, Zejian Yuan, Dongmei Zhang

The 61st Annual Meeting of the Association for Computational Linguistics (ACL '23) | May 2023

PDF Preprint Project

Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks

Haoyu Dong, Zhoujun Cheng, Xinyi He, Mengyu Zhou, Anda Zhou, Fan Zhou, Ao Liu, Shi Han, Dongmei Zhang

IJCAI'2022 SURVEY TRACK | July 2022

Project

PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation

Ao Liu, Haoyu Dong, Naoaki Okazaki, Shi Han, Dongmei Zhang

EMNLP'22 Main Track | May 2022

Publication

TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data

Fan Zhou, Mengkang Hu, Haoyu Dong, Zhoujun Cheng, Shi Han, Dongmei Zhang

EMNLP'22 Oral Main Track | May 2022

Publication

HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation

Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang

ACL 2022 Main Track | May 2022

Publication Project

Table2Charts: Recommending Charts by Learning Shared Table Representations

Mengyu Zhou, Qingtao Li, Xinyi He, Yuejiang Li, Yibo Liu, Wei Ji, Shi Han, Yining Chen, Daxin Jiang (姜大昕), Dongmei Zhang

The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD ’21) | August 2021

PDF DOI Project

TUTA: Tree-based Transformers for Generally Structured Table Pre-training

Zhiruo Wang, Haoyu Dong, Ran Jia (raji), Jia Li, Zhiyi Fu, Shi Han (shihan), Dongmei Zhang (dongmeiz)

KDD | August 2021

Publication Project

MetaInsight: Automatic Discovery of Structured Knowledge for Exploratory Data Analysis

Pingchuan Ma, Rui Ding, Shi Han, Dongmei Zhang

ACM SIGMOD International Conference on Management of Data | June 2021

Publication Author's Version Project Project

Neural Formatting for Spreadsheet Tables

Haoyu Dong, Jinyu Wang, Zhouyu Fu, Shi Han, Dongmei Zhang

CIKM'20 (among five best paper nominees in full research track) | October 2020

DOI Project

Learning Formatting Style Transfer and Structure Extraction for Spreadsheet Tables with a Hybrid Neural Network Architecture

Haoyu Dong, Jiong Yang, Shi Han, Dongmei Zhang

CIKM'20 (applied research track) | October 2020

DOI Project

Reliable and Efficient Anytime Skeleton Learning

Rui Ding, Yanzhi Liu, Jingjing Tian, Zhouyu Fu, Shi Han, Dongmei Zhang

To appear in proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI'20) | February 2020

Publication Project

Table2Analysis: Modeling and Recommendation of Common Analysis Patterns for Multi-Dimensional Data

Mengyu Zhou, Tao Wang, Pengxin Ji, Shi Han, Dongmei Zhang

The 34th AAAI Conference on Artificial Intelligence (AAAI '20) | February 2020

PDF Project

Semantic Structure Extraction for Spreadsheet Tables with a Multi-task Learning Architecture

Haoyu Dong, Shijie Liu, Zhouyu Fu, Shi Han, Dongmei Zhang

Workshop on Document Intelligence (DI 2019) at NeurIPS 2019 | December 2019

Publication Project

QuickInsights: Quick and Automatic Discovery of Insights from Multi-Dimensional Data

Rui Ding, Shi Han, Yong Xu, Haidong Zhang, Dongmei Zhang

Proceedings of the 2019 ACM International Conference on Management of Data (SIGMOD'19 industrial track) | June 2019

Publication DOI Project

Automated Refactoring of Nested-IF Formulae in Spreadsheets

Jie Zhang, Shi Han, Dan Hao, Lu Zhang, Dongmei Zhang

Proceedings of the 2018 26th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering (FSE'18 industrial track) | November 2018

Author's Version DOI Project

Expandable Group Identification in Spreadsheets

Wensheng Dou, Shi Han, Liang Xu, Dongmei Zhang, Jun Wei

Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering (ASE'18) | September 2018

PDF DOI Project

Extracting Top-K Insights from Multi-dimensional Data

Bo Tang, Shi Han, Man Lung Yiu, Rui Ding, Dongmei Zhang

Proceedings of the 2017 ACM International Conference on Management of Data (SIGMOD'17) | May 2017

PDF DOI Project

Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems

Jialiang Xu, Mengyu Zhou, Xinyi He, Shi Han, Dongmei Zhang

The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP '22) | December 2022

PDF Preprint

FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information

Yijia Shao, Mengyu Zhou, Yifan Zhong, Tao Wu, Hongwei Han, Shi Han, Gideon Huang, Dongmei Zhang

The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP '22) | December 2022

PDF Preprint

Table2Charts: Recommending Charts by Learning Shared Table Representations

Mengyu Zhou, Qingtao Li, Xinyi He, Yuejiang Li, Yibo Liu, Wei Ji, Shi Han, Yining Chen, Daxin Jiang (姜大昕), Dongmei Zhang

The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD ’21) | August 2021

PDF DOI Project

FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information

Yijia Shao, Mengyu Zhou, Yifan Zhong, Tao Wu, Hongwei Han, Shi Han, Gideon Huang, Dongmei Zhang

The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP '22) | December 2022

PDF Preprint

LibDB: An Effective and Efficient Framework for Detecting Third-Party Libraries in Binaries

Wei Tang, Yanlin Wang, Hongyu Zhang, Shi Han, Ping Luo, Dongmei Zhang

ICSE 2022 | April 2021

Publication Publication

HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation

Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang

ACL 2022 Main Track | May 2022

Publication Project

Is a Single Model Enough? MuCoS: A Multi-Model Ensemble Learning Approach for Semantic Code Search

Lun Du, Xiaozhou Shi, Yanlin Wang, Ensheng Shi, Shi Han, Dongmei Zhang

Proceedings of ACM International Conference on Information and Knowledge Management (CIKM'21) | November 2021

Publication

Systematically Ensuring The Confidence of Real Time Home Automation IoT Systems

Lei Bu, Wen Xiong, Chieh-Jan Mike Liang, Shi Han, Shan Lin, Dongmei Zhang, Xuandong Li

TCPS (ACM Transactions on Cyber-Physical Systems) | June 2018

Publication

Systematically Debugging IoT Control System Correctness for Building Automation

Chieh-Jan Mike Liang, Lei Bu, Zhao Lucis Li, Junbei Zhang, Shi Han, Börje F. Karlsson, Dongmei Zhang, Feng Zhao

BuildSys (ACM Conference on Systems for Energy-Efficient Built Environments) | November 2016

Publication

Automatic Real-Time Barcode Localization in Complex Scenes

Chunhui Zhang, Jian Wang, Shi Han, Mo Yi, Zhengyou Zhang

Proceedings of the International Conference on Image Processing (ICIP 2006) | October 2006

ISBN: 1-4244-0480-0

Publication Publication

Super-Resolution of 3D Face

Gang Pan, Shi Han, Zhaohui Wu, Yueming Wang

Proceedings of the 9th European Conference on Computer Vision (ECCV 2006) | May 2006

ISBN: 3-540-33834-9

Publication Publication

3D Face Recognition using Mapped Depth Images

Gang Pan, Shi Han, Zhaohui Wu, Yueming Wang

Proceedings of the 2005 IEEE Workshop on Face Recognition Grand Challenge (FRGC 2005), in conjunction with CVPR 2005 | September 2005

ISBN: 0-7695-2372-2

Publication Publication

SpreadsheetLLM: Encoding Spreadsheets for Large Language Models

Haoyu Dong, Yuzhang Tian, Jianbo Zhao, Junyu Xiong, Mengyu Zhou, Yun Lin, José Cambronero, Yeye He, Shi Han, Dongmei Zhang

The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP '24) | November 2024

Preprint Project

CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing

Xinyi He, Jiaru Zou, Yun Lin, Mengyu Zhou, Shi Han, Zejian Yuan, Dongmei Zhang

The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP '24) | November 2024

PDF Preprint

PromptIntern: Saving Inference Costs by Internalizing Recurrent Prompt during Large Language Model Fine-tuning

Jiaru Zou, Mengyu Zhou, Tao Li, Shi Han, Dongmei Zhang

The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP '24) | November 2024

PDF Preprint

TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning

Yuan Sui, Jiaru Zou, Mengyu Zhou, Xinyi He, Lun Du, Shi Han, Dongmei Zhang

The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP '24) | November 2024

PDF Preprint Project

Scalable Differentiable Causal Discovery in the Presence of Latent Confounders with Skeleton Posterior

Pingchuan Ma, Rui Ding, Qiang Fu, Jiaru Zhang, Shuai Wang, Shi Han, Dongmei Zhang

2024 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining | August 2024

Publication

KET-QA: A Dataset for Knowledge Enhanced Table Question Answering

Mengkang Hu, Haoyu Dong, Ping Luo, Shi Han, Dongmei Zhang

COLING-LREC'2024 | May 2024

Publication Project

Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study

Yuan Sui, Mengyu Zhou, Mingjie Zhou, Shi Han, Dongmei Zhang

The 17th ACM International Conference on Web Search and Data Mining (WSDM '24) | March 2024

PDF Preprint Project

Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries

Xinyi He, Mengyu Zhou, Xinrun Xu, Xiaojun Ma, Rui Ding, Lun Du, Yan Gao, Ran Jia, Xu Chen, Shi Han, Zejian Yuan, Dongmei Zhang

The 38th Annual AAAI Conference on Artificial Intelligence (AAAI '24) | February 2024

PDF Preprint Project

Auto-Validate by-History: Auto Program Data Quality Constraints to Validate Recurring Data Pipelines

Dezhan Tu, Yeye He, Weiwei Cui, Song Ge, Haidong Zhang, Shi Han, Dongmei Zhang, Surajit Chaudhuri

KDD 2023 | August 2023

Publication Project

HermEs: Interactive Spreadsheet Formula Prediction via Hierarchical Formulet Expansion

Wanrong He, Haoyu Dong, Yihuai Gao, Zhichao Fan, Xingzhuo Guo, Zhitao Hou, Xiao Lv, Ran Jia, Shi Han, Dongmei Zhang

ACL 2023 MainTrack | July 2023

Publication

XInsight: eXplainable Data Analysis Through The Lens of Causality

Pingchuan Ma, Rui Ding, Shuai Wang, Shi Han, Dongmei Zhang

2023 International Conference on Management of Data | June 2023

Publication

AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks

Xinyi He, Mengyu Zhou, Mingjie Zhou, Jialiang Xu, Xiao Lv, Tianle Li, Yijia Shao, Shi Han, Zejian Yuan, Dongmei Zhang

The 61st Annual Meeting of the Association for Computational Linguistics (ACL '23) | May 2023

PDF Preprint Project

CASR: Generating Complex Sequences with Autoregressive Self-Boost Refinement

Hongwei Han, Mengyu Zhou, Shi Han, Xiu Li, Dongmei Zhang

The Eleventh International Conference on Learning Representations (ICLR '23) | May 2023

PDF Publication

Homophily-oriented Heterogeneous Graph Rewiring

Jiayan Guo, Lun Du, Wendong Bi, Qiang Fu, Xiaojun Ma, Xu Chen, Shi Han, Dongmei Zhang, Yan Zhang

The Web Conference (WWW'23) | April 2023

Preprint

Robust Mid-Pass Filtering Graph Convolutional Networks

Jincheng Huang, Lun Du, Xu Chen, Qiang Fu, Shi Han, Dongmei Zhang

The Web Conference (WWW'23) | April 2023

Preprint

ML4C: Seeing Causality Through Latent Vicinity

Haoyue Dai, Rui Ding, Yuanyuan Jiang, Shi Han, Dongmei Zhang

2023 SIAM International Conference on Data Mining | April 2023

Publication

Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems

Jialiang Xu, Mengyu Zhou, Xinyi He, Shi Han, Dongmei Zhang

The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP '22) | December 2022

PDF Preprint

FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information

Yijia Shao, Mengyu Zhou, Yifan Zhong, Tao Wu, Hongwei Han, Shi Han, Gideon Huang, Dongmei Zhang

The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP '22) | December 2022

PDF Preprint

Neuron with Steady Response Leads to Better Generalization

Qiang Fu, Lun Du, Haitao Mao, Xu Chen, Wei Fang, Shi Han, Dongmei Zhang

Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS'22) | December 2022

Preprint

pureGAM: Learning an Inherently Pure Additive Model

Xingzhi Sun, Ziyu Wang, Rui Ding, Shi Han, Dongmei Zhang

SIGKDD 2022 | August 2022

Publication

ML4S: Learning Causal Skeleton from Vicinal Graphs

Pingchuan Ma, Rui Ding, Haoyue Dai, Yuanyuan Jiang, Shuai Wang, Shi Han, Dongmei Zhang

SIGKDD 2022 | August 2022

Publication

TrajGAT: A Graph-based Long-term Dependency Modeling Approach for Trajectory Similarity Computation

Di Yao, Haonan Hu, Lun Du, Gao Cong, Shi Han, Jingping Bi

Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (KDD'22) | August 2022

Preprint

Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks

Haoyu Dong, Zhoujun Cheng, Xinyi He, Mengyu Zhou, Anda Zhou, Fan Zhou, Ao Liu, Shi Han, Dongmei Zhang

IJCAI'2022 SURVEY TRACK | July 2022

Project

PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation

Ao Liu, Haoyu Dong, Naoaki Okazaki, Shi Han, Dongmei Zhang

EMNLP'22 Main Track | May 2022

Publication

TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data

Fan Zhou, Mengkang Hu, Haoyu Dong, Zhoujun Cheng, Shi Han, Dongmei Zhang

EMNLP'22 Oral Main Track | May 2022

Publication

Accelerating Code Search with Deep Hashing and Code Classification

Wenchao Gu, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Michael R. Lyu

ACL 2022 | May 2022

Publication

FORTAP: Using Formulae for Numerical-Reasoning-Aware Table Pretraining

Zhoujun Cheng, Haoyu Dong, Fan Cheng, Ran Jia, Pengfei Wu, Shi Han, Dongmei Zhang

ACL 2022 Main Track | May 2022

Publication Project

HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation

Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang

ACL 2022 Main Track | May 2022

Publication Project

GBK-GNN: Gated Bi-Kernel Graph Neural Networks for Modeling Both Homophily and Heterophily

Lun Du, Xiaozhou Shi, Qiang Fu, Xiaojun Ma, Hengyu Liu, Shi Han, Dongmei Zhang

TheWebConf 2022 | April 2022

Publication

On the Evaluation of Neural Code Summarization

Ensheng Shi, Yanlin Wang, Lun Du, Junjie Chen, Shi Han, Hongyu Zhang, Dongmei Zhang, Hongbin Sun

International Conference on Software Engineering (ICSE'22) | February 2022

Preprint

CAST: Enhancing Code Summarization with Hierarchical Splitting and Reconstruction of Abstract Syntax Trees

Ensheng Shi, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun

EMNLP 2021 | November 2021

Publication

Is a Single Model Enough? MuCoS: A Multi-Model Ensemble Learning Approach for Semantic Code Search

Lun Du, Xiaozhou Shi, Yanlin Wang, Ensheng Shi, Shi Han, Dongmei Zhang

Proceedings of ACM International Conference on Information and Knowledge Management (CIKM'21) | November 2021

Publication

Neuron Campaign for Initialization Guided by Information Bottleneck Theory

Haitao Mao, Xu Chen, Qiang Fu, Lun Du, Shi Han, Dongmei Zhang

2021 Conference on Information and Knowledge Management | November 2021

Best Short Paper Award

Publication

Table2Charts: Recommending Charts by Learning Shared Table Representations

Mengyu Zhou, Qingtao Li, Xinyi He, Yuejiang Li, Yibo Liu, Wei Ji, Shi Han, Yining Chen, Daxin Jiang (姜大昕), Dongmei Zhang

The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD ’21) | August 2021

PDF DOI Project

TabularNet: A Neural Network Architecture for Understanding Semantic Structures of Tabular Data

Lun Du, Fei Gao, Xu Chen, Ran Jia (raji), Junshan Wang, Jiang Zhang, Shi Han, Dongmei Zhang

Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (KDD'21) | August 2021

Publication

TUTA: Tree-based Transformers for Generally Structured Table Pre-training

Zhiruo Wang, Haoyu Dong, Ran Jia (raji), Jia Li, Zhiyi Fu, Shi Han (shihan), Dongmei Zhang (dongmeiz)

KDD | August 2021

Publication Project

On the Evaluation of Commit Message Generation Models: An Experimental Study

Wei Tao, Yanlin Wang, Ensheng Shi, Lun Du, Shi Han, Hongyu Zhang, Dongmei Zhang, Wenqiang Zhang

Proceedings of IEEE International Conference on Software Maintenance and Evolution (ICSME '21) | July 2021

Publication

Semantic Table Structure Identification in Spreadsheets

Yakun Zhang, Xiao Lv, Haoyu Dong, Wensheng Dou, Shi Han, Dongmei Zhang, Jun Wei, Ye Dan

ISSTA | July 2021

Author's Version Project

MetaInsight: Automatic Discovery of Structured Knowledge for Exploratory Data Analysis

Pingchuan Ma, Rui Ding, Shi Han, Dongmei Zhang

ACM SIGMOD International Conference on Management of Data | June 2021

Publication Author's Version Project Project

Understanding and Improvement of Adversarial Training for Network Embedding from an Optimization Perspective

Lun Du, Xu Chen, Fei Gao, Qiang Fu, Kunqing Xie, Shi Han, Dongmei Zhang

Proceedings of International Conference on Web Search and Data Mining (WSDM'22) | May 2021

Preprint Publication

LibDB: An Effective and Efficient Framework for Detecting Third-Party Libraries in Binaries

Wei Tang, Yanlin Wang, Hongyu Zhang, Shi Han, Ping Luo, Dongmei Zhang

ICSE 2022 | April 2021

Publication Publication

Structure-aware Pre-training for Table Understanding with Tree-based Transformers

Zhiruo Wang, Haoyu Dong, Ran Jia, Jia Li, Zhiyi Fu, Shi Han, Dongmei Zhang

arXiv | October 2020

Publication Project

Neural Formatting for Spreadsheet Tables

Haoyu Dong, Jinyu Wang, Zhouyu Fu, Shi Han, Dongmei Zhang

CIKM'20 (among five best paper nominees in full research track) | October 2020

DOI Project

Learning Formatting Style Transfer and Structure Extraction for Spreadsheet Tables with a Hybrid Neural Network Architecture

Haoyu Dong, Jiong Yang, Shi Han, Dongmei Zhang

CIKM'20 (applied research track) | October 2020

DOI Project

Reliable and Efficient Anytime Skeleton Learning

Rui Ding, Yanzhi Liu, Jingjing Tian, Zhouyu Fu, Shi Han, Dongmei Zhang

To appear in proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI'20) | February 2020

Publication Project

Table2Analysis: Modeling and Recommendation of Common Analysis Patterns for Multi-Dimensional Data

Mengyu Zhou, Tao Wang, Pengxin Ji, Shi Han, Dongmei Zhang

The 34th AAAI Conference on Artificial Intelligence (AAAI '20) | February 2020

PDF Project

Reliable and Efficient Anytime Skeleton Learning

Rui Ding, Yanzhi Liu, Jingjing Tian, Zhouyu Fu, Shi Han, Dongmei Zhang

Thirty-Fourth AAAI Conference on Artificial Intelligence | February 2020

Publication

Semantic Structure Extraction for Spreadsheet Tables with a Multi-task Learning Architecture

Haoyu Dong, Shijie Liu, Zhouyu Fu, Shi Han, Dongmei Zhang

Workshop on Document Intelligence (DI 2019) at NeurIPS 2019 | December 2019

Publication Project

QuickInsights: Quick and Automatic Discovery of Insights from Multi-Dimensional Data

Rui Ding, Shi Han, Yong Xu, Haidong Zhang, Dongmei Zhang

Proceedings of the 2019 ACM International Conference on Management of Data (SIGMOD'19 industrial track) | June 2019

Publication DOI Project

TableSense: Spreadsheet Table Detection with Convolutional Neural Networks

Haoyu Dong, Shijie Liu, Shi Han, Zhouyu Fu, Dongmei Zhang

Proceedings of the 33rd AAAI Conference on Artificial Intelligence (AAAI'19) | January 2019

Publication Project

Automated Refactoring of Nested-IF Formulae in Spreadsheets

Jie Zhang, Shi Han, Dan Hao, Lu Zhang, Dongmei Zhang

Proceedings of the 2018 26th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering (FSE'18 industrial track) | November 2018

Author's Version DOI Project

Expandable Group Identification in Spreadsheets

Wensheng Dou, Shi Han, Liang Xu, Dongmei Zhang, Jun Wei

Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering (ASE'18) | September 2018

PDF DOI Project

Precise Condition Synthesis for Program Repair

Yingfei Xiong, Jie Wang, Runfa Yan, Jiachen Zhang, Shi Han, Gang Huang, Lu Zhang

ICSE '17 Proceedings of the 39th International Conference on Software Engineering | May 2017

ISBN: 978-1-5386-3868-2

Publication Publication Publication

Extracting Top-K Insights from Multi-dimensional Data

Bo Tang, Shi Han, Man Lung Yiu, Rui Ding, Dongmei Zhang

Proceedings of the 2017 ACM International Conference on Management of Data (SIGMOD'17) | May 2017

PDF DOI Project

Systematically Debugging IoT Control System Correctness for Building Automation

Chieh-Jan Mike Liang, Lei Bu, Zhao Lucis Li, Junbei Zhang, Shi Han, Börje F. Karlsson, Dongmei Zhang, Feng Zhao

BuildSys (ACM Conference on Systems for Energy-Efficient Built Environments) | November 2016

Publication

Uncovering JavaScript Performance Code Smells Relevant to Type Mutations

Xiao Xiao, Shi Han, Charles Zhang, Dongmei Zhang

Proceedings of the 13th Asian Symposium on Programming Languages and Systems (APLAS 2015) | November 2015

ISBN: 978-3-319-26528-5

Publication Publication

Comprehending Performance from Real-World Execution Traces: A Device-Driver Case

Xiao Yu, Shi Han, Dongmei Zhang, Tao Xie

ASPLOS 2014 | March 2014

Publication

Software Analytics in Practice

Dongmei Zhang, Shi Han, Yingnong Dang, Jian-Guang Lou, Haidong Zhang, Tao Xie

IEEE Software, Special Issue on the Many Faces of Software Analytics | October 2013

Publication

Context-Sensitive Delta Inference for Identifying Workload-Dependent Performance Bottlenecks

Xusheng Xiao, Shi Han, Tao Xie, Dongmei Zhang

ISSTA 2013 | July 2013

Publication

Performance Debugging in the Large via Mining Millions of Stack Traces

Shi Han, Yingnong Dang, Song Ge, Dongmei Zhang, Tao Xie

June 2012

Publication

Teaching and Training for Software Analytics

Dongmei Zhang, Yingnong Dang, Shi Han, Tao Xie

Proceedings of the 25th IEEE Conference on Software Engineering Education and Training (CSEE&T 2012) | April 2012

ISBN: 978-1-4673-1592-0

Publication Publication

Software Analytics as a Learning Case in Practice: Approaches and Experiences

Dongmei Zhang, Yingnong Dang, Jian-Guang Lou, Shi Han, Haidong Zhang, Tao Xie

November 2011

Publication

A Unified Framework for Recognizing Handwritten Chemical Expressions

Ming Chang, Shi Han, Dongmei Zhang

Proceedings of the 10th International Conference on Document Analysis and Recognition (ICDAR 2009) | July 2009

ISBN: 978-0-7695-3725-2

Publication Publication

Systematic Multi-Path HMM Topology Design for Online Handwriting Recognition of East Asian Characters

Shi Han, Ming Chang, Yu Zou, Xinjian Chen, Dongmei Zhang

Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007) | September 2007

ISBN: 978-0-7695-2822-9

Publication Publication

Automatic Real-Time Barcode Localization in Complex Scenes

Chunhui Zhang, Jian Wang, Shi Han, Mo Yi, Zhengyou Zhang

Proceedings of the International Conference on Image Processing (ICIP 2006) | October 2006

ISBN: 1-4244-0480-0

Publication Publication

Super-Resolution of 3D Face

Gang Pan, Shi Han, Zhaohui Wu, Yueming Wang

Proceedings of the 9th European Conference on Computer Vision (ECCV 2006) | May 2006

ISBN: 3-540-33834-9

Publication Publication

3D Face Recognition using Mapped Depth Images

Gang Pan, Shi Han, Zhaohui Wu, Yueming Wang

Proceedings of the 2005 IEEE Workshop on Face Recognition Grand Challenge (FRGC 2005), in conjunction with CVPR 2005 | September 2005

ISBN: 0-7695-2372-2

Publication Publication

FXAM: A unified and fast interpretable model for predictive analytics

Yuanyuan Jiang, Rui Ding, Tianchi Qiao, Yunan Zhu, Shi Han, Dongmei Zhang

Expert Systems with Applications | October 2024, Vol 252

Publication

CoCoAST: Representing Source Code via Hierarchical Splitting and Reconstruction of Abstract Syntax Trees

Ensheng Shi, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun

Empirical Software Engineering | October 2023

DOI

Systematically Ensuring The Confidence of Real Time Home Automation IoT Systems

Lei Bu, Wen Xiong, Chieh-Jan Mike Liang, Shi Han, Shan Lin, Dongmei Zhang, Xuandong Li

TCPS (ACM Transactions on Cyber-Physical Systems) | June 2018

Publication

CoCoGUM: Contextual Code Summarization with Multi-Relational GNN on UMLs

Yanlin Wang, Lun Du, Ensheng Shi, Yuxuan Hu, Shi Han, Dongmei Zhang

MSR-TR-2020-16 | May 2020

Published by Microsoft

Publication