A Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions
Jiawei Lin, Jiaqi Guo, Shizhao Sun, Weijiang Xu, Ting Liu, Jian-Guang Lou, Dongmei Zhang
ICCV 2023 | October 2023
Jian-Guang Lou
Sr. Principal Research Manager
Publications
Publications by Year
-
How Do In-Context Examples Affect Compositional Generalization?
Shengnan An, Zeqi Lin, Qiang Fu, Bei Chen, Nanning Zheng, Jian-Guang Lou, Dongmei Zhang
ACL 2023 | June 2023
RetroRanker: leveraging reaction changes to improve retrosynthesis prediction through re-ranking
Junren Li, Lei Fang, Jian-Guang Lou
Journal of Cheminformatics | June 2023
Know What I don’t Know: Handling Ambiguous and Unknown Questions for Text-to-SQL
Bing Wang, Yan Gao, Zhuojun Li, Jian-Guang Lou
ACL 2023 | June 2023
Large Language Models Meet NL2Code: A Survey
Bei Chen, Daoguang Zan, Fengji Zhang, Dianjie Lu, Bingchao Wu, Bei Guan, Yongji Wang, Jian-Guang Lou
ACL 2023 | June 2023
LayoutFormer++: Conditional Graphic Layout Generation via Constraint Serialization and Decoding Space Restriction
Zhaoyun Jiang, Jiaqi Guo, Shizhao Sun, Huayu Deng, Zhongkai Wu, Vuksan Mijovic, Zijiang James Yang, Jian-Guang Lou, Dongmei Zhang
CVPR 2023 | June 2023
Making Language Models Better Reasoners with Step-Aware Verifier
Yifei Li, Zeqi Lin, Shizhuo Zhang, Qiang Fu, Bei Chen, Jian-Guang Lou, Weizhu Chen
ACL 2023 | June 2023
Uncovering and Categorizing Social Bias in Text-to-SQL
Yan Liu, Yan Gao, Zhe Su, Xiaokang Chen, Elliott Ash, Jian-Guang Lou
ACL 2023 | June 2023
Single-step retrosynthesis prediction by leveraging commonly preserved substructures
Lei Fang, Junren Li, Ming Zhao, Li Tan, Jian-Guang Lou
Nature Communication | April 2023
-
LogiGAN: Learning Logical Reasoning via Adversarial Pre-training
Xinyu Pi, Wanjun Zhong, Yan Gao, Nan Duan, Jian-Guang Lou
NeurIPS 2022 | November 2022
When Language Model Meets Private Library
Daoguang Zan, Bei Chen, Zeqi Lin, Bei Guan, Yongji Wang, Jian-Guang Lou
EMNLP 2022 | October 2022
LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training
Qi Shi, Qian Liu, Bei Chen, Yu Zhang, Ting Liu, Jian-Guang Lou
EMNLP 2022 | October 2022
Reasoning Like Program Executors
Xinyu Pi, Qian Liu, Bei Chen, Morteza Ziyadi, Zeqi Lin, Yan Gao, Qiang Fu, Jian-Guang Lou, Weizhu Chen
EMNLP2022 | October 2022
GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding
Libo Qin, Qiguang Chen, Tianbao Xie, Qixin Li, Jian-Guang Lou, Wanxiang Che, Min-Yen Kan
ACL 2022 | May 2022
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
Nufix: Escape From NuGet Dependency Maze
Zhenming Li, Ying Wang, Zeqi Lin, Shing-Chi Cheung, Jian-Guang Lou
2022 International Conference on Software Engineering | May 2022
Testing Machine Learning Systems in Industry: An Empirical Study
Shuyue Li, Jiaqi Guo, Jian-Guang Lou, Ming Fan, Ting Liu, Dongmei Zhang
ICSE 2022 | May 2022
Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation
Xinyu Pi, Bing Wang, Yan Gao, Jiaqi Guo, Zhoujun Li, Jian-Guang Lou
ACL 2022 | May 2022
TAPEX: Table Pre-training via Learning a Neural SQL Executor
Qian Liu, Bei Chen, Jiaqi Guo, Morteza Ziyadi, Zeqi Lin, Weizhu Chen, Jian-Guang Lou
ICLR 2022 | April 2022
Aesthetics++: Refining Graphic Designs by Exploring Design Principles and Human Preference
Wenyuan Kong, Zhaoyun Jiang, Shizhao Sun, Zhuoning Guo, Weiwei Cui, Ting Liu, Jian-Guang Lou, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics | February 2022
Coarse-to-Fine Generative Modeling for Graphic Layouts
Zhaoyun Jiang, Shizhao Sun, Jihua Zhu, Jian-Guang Lou, Dongmei Zhang
AAAI'22 | February 2022
-
Can neural clone detection generalize to unseen functionalities?
Chenyao Liu, Jian-Guang Lou, Zeqi Lin, Lijie Wen, Dongmei Zhang
2021 Automated Software Engineering | November 2021
Translating Headers of Tabular Data: A Pilot Study of Schema Translation
Kunrui Zhu, Yan Gao, Jiaqi Guo, Jian-Guang Lou
2021 Empirical Methods in Natural Language Processing | November 2021
Weakly Supervised Semantic Parsing by Learning from Mistakes
Jiaqi Guo, Jian-Guang Lou, Ting Liu, Dongmei Zhang
EMNLP'21 (Findings) | November 2021
Keep the Structure: A Latent Shift-Reduce Parser for Semantic Parsing
Yuntao LI, Bei Chen, Qian LIU, Yan Gao, Jian-Guang Lou, Yan ZHANG, Dongmei Zhang
IJCAI'21 | August 2021
ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering
Shuang Chen, Qian Liu, Zhiwei Yu, Chin-Yew Lin, Jian-Guang Lou, Feng Jiang
ACL-IJCNLP 2021 (Demo Track) | August 2021
Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing
Qian LIU, Dejian Yang (deyang), Jiahui ZHANG, Jiaqi GUO, Bin ZHOU, Jian-Guang Lou
ACL-IJCNLP 2021 (findings) | July 2021
CHASE: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL
Jiaqi GUO, Ziliang Si, Yu WANG, Qian LIU, Ming FAN, Jian-Guang Lou, Zijiang YANG, Ting LIU
ACL-IJCNLP 2021 | July 2021
Learning Algebraic Recombination for Compositional Generalization
Chenyao Liu, Shengnan An, Zeqi Lin, Qian Liu, Bei Chen, Jian-Guang Lou, Lijie Wen, Nanning Zheng, Dongmei Zhang
ACL-IJCNLP 2021 (findings) | July 2021
Iterative Utterance Segmentation for Neural Semantic Parsing
Yinuo GUO, Zeqi Lin, Jian-Guang Lou, Dongmei Zhang
AAAI'21 | February 2021
Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization
Yinuo GUO, Hualei ZHU, Zeqi Lin, Bei Chen, Jian-Guang Lou, Dongmei Zhang
AAAI'21 | February 2021
Retrieve-Then-Adapt: Example-based Automatic Generation for Proportion-related Infographics
Chunyao Qian, Shizhao Sun, Weiwei Cui, Jian-Guang Lou, Haidong Zhang, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics | January 2021, Vol 27(2): pp. 443-452
-
Benchmarking Meaning Representations in Neural Semantic Parsing
Jiaqi GUO, Qian LIU, Jian-Guang Lou, Zhenwen LI, Susan Xueqing LIU, Tao XIE, Ting LIU
EMNLP'20 (full paper) | November 2020
Compositional Generalization by Learning Analytical Expressions
Qian Liu, Shengnan An, Jian-Guang Lou, Bei Chen, Zeqi Lin, Yan Gao, Bin Zhou, Nanning Zheng, Dongmei Zhang
NeurIPS 2020 (spotlight paper) | November 2020
Hierarchical Poset Decoding for Compositional Generalization in Language
Yinuo GUO, Zeqi Lin, Jian-Guang Lou, Dongmei Zhang
NeurIPS'20 | November 2020
Incomplete Utterance Rewriting as Semantic Segmentation
Qian LIU, Bei Chen, Jian-Guang Lou, Bin ZHOU, Dongmei Zhang
EMNLP'20 (full paper) | November 2020
“What Do You Mean by That?” A Parser-Independent Interactive Approach for Enhancing Text-to-SQL
Yuntao LI, Bei Chen, Qian LIU, Yan Gao, Jian-Guang Lou, Dongmei Zhang
EMNLP'20 (full paper) | November 2020
Retrieve-Then-Adapt: Example-based Automatic Generation for Proportion-related Infographics
Chunyao Qian, Shizhao Sun, Weiwei Cui, Jian-Guang Lou, Haidong Zhang, Dongmei Zhang
IEEE VIS 2020 | October 2020
Automated Bug Reproduction from User Reviews for Android Applications
Shuyue Li, Jiaqi Guo, Ming Fan, Jian-Guang Lou, Qinghua Zheng, Ting Liu
ICSE 2020 | July 2020
How Far are We from Effective Context Modeling? An Exploratory Study on Semantic Parsing in Context
Qian Liu, Jiaqi Guo, Bei Chen, Jian-Guang Lou, Bin Zhou, Dongmei Zhang
IJCAI2020 | July 2020
RECPARSER: A Recursive Semantic Parsing Framework for Text-to-SQL Task
Yu Zeng, Yan Gao, Jiaqi Guo, Bei Chen, Qian Liu, Jian-Guang Lou, Fei Teng, Dongmei Zhang
IJCAI 2020 | July 2020
Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language
Qianhui Wu, Zijia Lin, Börje F. Karlsson, Jian-Guang Lou, Biqing Huang
2020 Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled Data
Qianhui Wu, Zijia Lin, Börje F. Karlsson, Biqing Huang, Jian-Guang Lou
29th International Joint Conference on Artificial Intelligence (IJCAI 2020) | July 2020
You Impress Me: Dialogue Generation via Mutual Persona Perception
Qian Liu, Yihong Chen, Bei Chen, Jian-Guang Lou, Zixuan Chen, Bin Zhou, Dongmei Zhang
ACL 2020 | July 2020
-
Data-Anonymous Encoding for Text-to-SQL Generation
Zhen Dong, Shizhao Sun, Hongzhi Liu, Jian-Guang Lou, Dongmei Zhang
2019 Empirical Methods in Natural Language Processing | December 2019
A Split-and-Recombine Approach for Follow-up Query Analysis
Qian LIU, Bei Chen, Haoyan LIU, Jian-Guang Lou, Lei Fang, Bin ZHOU, Dongmei Zhang
EMNLP | November 2019
Data-Anonymous Encoding for Text-to-SQL Generation
Zhen DONG, Shizhao SUN, Hongzhi LIU, Jian-Guang Lou, Dongmei Zhang
EMNLP | November 2019
Leveraging Adjective-Noun Phrasing Knowledge for Comparison Relation Prediction in Text-to-SQL
Haoyan LIU, Lei Fang, Qian LIU, Bei Chen, Jian-Guang Lou, Zhoujun LI
EMNLP | November 2019
Text-to-Viz: Automatic Generation of Infographics from Proportion-Related Natural Language Statements
Weiwei Cui, Xiaoyu Zhang, Yun Wang, Ray Huang, Bei Chen, Lei Fang, Jian-Guang Lou, Haidong Zhang, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics | November 2019
Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation
Jiaqi GUO, Zecheng Zhan, Yan GAO, Yan XIAO, Jian-Guang Lou, Ting LIU, Dongmei Zhang
ACL19 | August 2019
λOpt: Learn to Regularize Recommender Models in Finer Levels
Yihong Chen, Bei Chen, Xiangnan He, Chen Gao, Yong Li, Jian-Guang Lou, Yue Wang
SigKDD19 | August 2019
SARA: Self-Replay Augmented Record and Replay for Android in Industrial Cases
Jiaqi GUO, Shuyue LI, Jian-Guang Lou, Zijiang YANG, Ting LIU
ISSTA19 | July 2019
FANDA: A Novel Approach to Perform Follow-up Query Analysis
Qian LIU, Bei Chen, Jian-Guang Lou, Ge JIN, Dongmei Zhang
AAAI19 | January 2019
Leveraging Web Semantic Knowledge in Word Representation Learning
Haoyan LIU, Lei Fang, Jian-Guang Lou, Zhoujun LI
AAAI19 | January 2019
GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition
Hui Chen, Zijia Lin, Guiguang Ding, Jian-Guang Lou, Yusen Zhang, Börje F. Karlsson
AAAI19 | January 2019
-
SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications
Zexuan Zhong, Jiaqi Guo, Wei Yang, Jian Peng, Tao Xie, Jian-Guang Lou, Ting Liu, Dongmei Zhang
EMNP'18 | November 2018
Identifying Impactful Service System Problems via Log Analysis
Shilin He, Qingwei Lin 林庆维, ...
ESEC/FSE 2018 | November 2018
Predicting Node Failure in Cloud Service Systems
Qingwei Lin 林庆维, ...
ESEC/FSE 2018 | November 2018
BigIN4: Instant, Interactive Insight Identification for Multi-Dimensional Big Data
Qingwei Lin 林庆维, weichen Ke, ...
SigKDD 2018 | August 2018
Learning-to-Ask: Knowledge Acquisition via 20 Questions
Yihong Chen, Bei Chen, Xuguang Duan, Jian-Guang Lou, Yue Wang, Wenwu Zhu, Yong Cao
SigKDD | August 2018
Improving Service Availability of Cloud Systems by Predicting Disk Error
Yong Xu, ..., Qingwei Lin, ...
USENIX ATC 2018 | July 2018
-
Experience report on applying software analytics in incident management of online service
Jian-Guang Lou, Qingwei Lin 林庆维, ...
Automated Software Engineering | December 2017, Vol 24: pp. 905-941
-
iDice: Problem Identification for Emerging Issues
Qingwei Lin 林庆维, Jian-Guang Lou, Hongyu Zhang, Dongmei Zhang
ICSE 2016 | January 2016
Log Clustering based Problem Identification for Online Service Systems
Qingwei Lin 林庆维, Hongyu Zhang, Jian-Guang Lou, Yu Zhang, Xuewei CHEN
SEIP, ICSE | January 2016
-
CodeHow: Effective Code Search based on API Understanding and Extended Boolean Model
Fei LV, hongyu zhang, Jian-Guang Lou, Shaowei WANG, Dongmei Zhang, Jianjun ZHAO, jianjun zhao
Automated Software Engineering (ASE2015) | August 2015
Log2: A Cost-Aware Logging Mechanism for Performance Diagnosis
Rui Ding, ..., Qingwei Lin 林庆维, ...
USENIX ATC | July 2015
An Empirical Study on Quality Issues of Production Big Data Platform
Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Haibo Lin, Haoxiang Lin, Tingting Qin
ICSE 2015 | May 2015
The 37th International Conference on Software Engineering, Software Engineering in Practice (SEIP) Track
-
Querying Sequential Software Engineering Data
Chengnian Sun, Haidong Zhang, Jian-Guang Lou, Hongyu Zhang, Qiang Wang, Dongmei Zhang
November 2014
Correlating Events with Time Series for Incident Diagnosis
Chen Luo, Jian-Guang Lou, Qingwei Lin 林庆维, Qiang Fu, Justin Ding, Dongmei Zhang, Zhe Wang
SigKDD'14 | July 2014
Identifying Recurrent and Unknown Performance Issues
Jian-Guang LOU, Meng-Hui Lim, Jian-Guang LOU, Qingwei Lin 林庆维, ...
ICDM | July 2014
Mining Historical Issue Repositories to Heal Large-Scale Online Service Systems
Rui Ding, ..., Qingwei Lin 林庆维, ...
DSN | July 2014
Where Do Developers Log? An Empirical Study on Logging Practices in Industry
Qiang Fu, ..., Qingwei Lin 林庆维, ...
ICSE 2014 | July 2014
Common Causes and Mitigations of Service Quality Issues in Big Data Computing
Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Haibo Lin, Haoxiang Lin, Tingting Qin
MSR-TR-2014-34 | March 2014
Published by Microsoft
-
Software Analytics for Incident Management of Online Services: An Experience Report
Jian-Guang Lou, Qingwei Lin 林庆维, ...
ASE | November 2013
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
Contextual Analysis of Program Logs for Understanding System Behaviors
Qiang Fu, ..., Qingwei Lin 林庆维, ...
... | July 2013
Contextual Analysis of Program Logs for Understanding System Behaviors
Qiang Fu, Jian-Guang Lou, Qingwei Lin 林庆维, Rui Ding, Dongmei Zhang, Tao Xie
MSR 2013 | May 2013
-
Healing Online Service Systems via Mining Historical Issue Repositories
Rui Ding, ..., Qingwei Lin 林庆维, ...
ASE 2012 | July 2012
HMRF algorithm for performance diagnosis
January 2012
Performance Issue Diagnosis for Online Service Systems
Qiang Fu, ..., Qingwei Lin 林庆维, ...
the 31st International Symposium on Reliable Distributed Systems (SRDS'12) | January 2012
-
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
-
Mining Program Workflow from Interleaved Traces
Jian-Guang Lou, Qiang Fu, Shengqi Yang, Jiang Li, Bin Wu
SigKDD'10 (full paper) | July 2010
Mining Invariants from Console Logs for System Problem Detection
Jian-Guang Lou, Qiang Fu, Shengqi YANG, Ye XU, Jiang Li
Annual Technical Conference (full paper) | June 2010
Mining Program Workflow from Interleaved Logs
Jian-Guang Lou, Qiang Fu, Shengqi Yang, Jiang Li
MSR-TR-2010-6 | January 2010
-
Execution Anomaly Detection in Distributed Systems through Unstructured Log Analysis
Qiang Fu, Jian-Guang Lou, Yi Wang, Jiang Li
International conference on Data Mining (full paper) | December 2009
Mining Dependency in Distributed Systems through unstructured log analysis
Jian-Guang Lou, Qiang Fu, Yi Wang, Jiang Li
the 2nd Workshop on Analysis of System Logs (selected as BEST PAPER and published in SIGOPS OS Review) | October 2009
-
An Epipolar Geometry-Based Fast Disparity Estimation Algorithm for Multiview Image and Video Coding
Jiangbo Lu, Hua Cai, Jian-Guang Lou, Jiang Li
IEEE Transactions on Circuits and Systems for Video Technology | June 2007
Distributed Density Estimation Using Non-parametric Statistics
Yusuo Hu, Hua Chen, Jian-Guang Lou, Jiang Li
the 27th International Conference on Distributed Computing Systems | June 2007
Multiview Image Coding Based on Geometric Prediction
Xiang San, Hua Cai, Jian-Guang Lou, Jiang Li
IEEE Transactions on Circuits and Systems for Video Technology | January 2007
-
An Effective Epipolar Geometry Assisted Motion Estimation Technique for Multi-View Image and Video Coding
Jiangbo Lu, Hua Cai, Jian-Guang Lou, Jiang Li
International Conference on Image Processing | October 2006
-
A RealTime Interactive MultiView Video System
Jian-Guang Lou, Hua Cai, Jiang Li
ACM Multimedia (full paper) | November 2005
ACM Multimedia (full paper)
-
Multicast Of Real-time Multi-view Video
Li Zuo, Jian-Guang Lou, Hua Cai, Jiang Li
ICME | April 2004
ICME
Publications by Research Area
-
A Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions
Jiawei Lin, Jiaqi Guo, Shizhao Sun, Weijiang Xu, Ting Liu, Jian-Guang Lou, Dongmei Zhang
ICCV 2023 | October 2023
How Do In-Context Examples Affect Compositional Generalization?
Shengnan An, Zeqi Lin, Qiang Fu, Bei Chen, Nanning Zheng, Jian-Guang Lou, Dongmei Zhang
ACL 2023 | June 2023
RetroRanker: leveraging reaction changes to improve retrosynthesis prediction through re-ranking
Junren Li, Lei Fang, Jian-Guang Lou
Journal of Cheminformatics | June 2023
Making Language Models Better Reasoners with Step-Aware Verifier
Yifei Li, Zeqi Lin, Shizhuo Zhang, Qiang Fu, Bei Chen, Jian-Guang Lou, Weizhu Chen
ACL 2023 | June 2023
Large Language Models Meet NL2Code: A Survey
Bei Chen, Daoguang Zan, Fengji Zhang, Dianjie Lu, Bingchao Wu, Bei Guan, Yongji Wang, Jian-Guang Lou
ACL 2023 | June 2023
Uncovering and Categorizing Social Bias in Text-to-SQL
Yan Liu, Yan Gao, Zhe Su, Xiaokang Chen, Elliott Ash, Jian-Guang Lou
ACL 2023 | June 2023
Know What I don’t Know: Handling Ambiguous and Unknown Questions for Text-to-SQL
Bing Wang, Yan Gao, Zhuojun Li, Jian-Guang Lou
ACL 2023 | June 2023
Single-step retrosynthesis prediction by leveraging commonly preserved substructures
Lei Fang, Junren Li, Ming Zhao, Li Tan, Jian-Guang Lou
Nature Communication | April 2023
LogiGAN: Learning Logical Reasoning via Adversarial Pre-training
Xinyu Pi, Wanjun Zhong, Yan Gao, Nan Duan, Jian-Guang Lou
NeurIPS 2022 | November 2022
When Language Model Meets Private Library
Daoguang Zan, Bei Chen, Zeqi Lin, Bei Guan, Yongji Wang, Jian-Guang Lou
EMNLP 2022 | October 2022
LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training
Qi Shi, Qian Liu, Bei Chen, Yu Zhang, Ting Liu, Jian-Guang Lou
EMNLP 2022 | October 2022
Reasoning Like Program Executors
Xinyu Pi, Qian Liu, Bei Chen, Morteza Ziyadi, Zeqi Lin, Yan Gao, Qiang Fu, Jian-Guang Lou, Weizhu Chen
EMNLP2022 | October 2022
Testing Machine Learning Systems in Industry: An Empirical Study
Shuyue Li, Jiaqi Guo, Jian-Guang Lou, Ming Fan, Ting Liu, Dongmei Zhang
ICSE 2022 | May 2022
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
TAPEX: Table Pre-training via Learning a Neural SQL Executor
Qian Liu, Bei Chen, Jiaqi Guo, Morteza Ziyadi, Zeqi Lin, Weizhu Chen, Jian-Guang Lou
ICLR 2022 | April 2022
Aesthetics++: Refining Graphic Designs by Exploring Design Principles and Human Preference
Wenyuan Kong, Zhaoyun Jiang, Shizhao Sun, Zhuoning Guo, Weiwei Cui, Ting Liu, Jian-Guang Lou, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics | February 2022
Coarse-to-Fine Generative Modeling for Graphic Layouts
Zhaoyun Jiang, Shizhao Sun, Jihua Zhu, Jian-Guang Lou, Dongmei Zhang
AAAI'22 | February 2022
Weakly Supervised Semantic Parsing by Learning from Mistakes
Jiaqi Guo, Jian-Guang Lou, Ting Liu, Dongmei Zhang
EMNLP'21 (Findings) | November 2021
Translating Headers of Tabular Data: A Pilot Study of Schema Translation
Kunrui Zhu, Yan Gao, Jiaqi Guo, Jian-Guang Lou
2021 Empirical Methods in Natural Language Processing | November 2021
ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering
Shuang Chen, Qian Liu, Zhiwei Yu, Chin-Yew Lin, Jian-Guang Lou, Feng Jiang
ACL-IJCNLP 2021 (Demo Track) | August 2021
Keep the Structure: A Latent Shift-Reduce Parser for Semantic Parsing
Yuntao LI, Bei Chen, Qian LIU, Yan Gao, Jian-Guang Lou, Yan ZHANG, Dongmei Zhang
IJCAI'21 | August 2021
Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing
Qian LIU, Dejian Yang (deyang), Jiahui ZHANG, Jiaqi GUO, Bin ZHOU, Jian-Guang Lou
ACL-IJCNLP 2021 (findings) | July 2021
Learning Algebraic Recombination for Compositional Generalization
Chenyao Liu, Shengnan An, Zeqi Lin, Qian Liu, Bei Chen, Jian-Guang Lou, Lijie Wen, Nanning Zheng, Dongmei Zhang
ACL-IJCNLP 2021 (findings) | July 2021
CHASE: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL
Jiaqi GUO, Ziliang Si, Yu WANG, Qian LIU, Ming FAN, Jian-Guang Lou, Zijiang YANG, Ting LIU
ACL-IJCNLP 2021 | July 2021
Iterative Utterance Segmentation for Neural Semantic Parsing
Yinuo GUO, Zeqi Lin, Jian-Guang Lou, Dongmei Zhang
AAAI'21 | February 2021
Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization
Yinuo GUO, Hualei ZHU, Zeqi Lin, Bei Chen, Jian-Guang Lou, Dongmei Zhang
AAAI'21 | February 2021
Retrieve-Then-Adapt: Example-based Automatic Generation for Proportion-related Infographics
Chunyao Qian, Shizhao Sun, Weiwei Cui, Jian-Guang Lou, Haidong Zhang, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics | January 2021, Vol 27(2): pp. 443-452
Compositional Generalization by Learning Analytical Expressions
Qian Liu, Shengnan An, Jian-Guang Lou, Bei Chen, Zeqi Lin, Yan Gao, Bin Zhou, Nanning Zheng, Dongmei Zhang
NeurIPS 2020 (spotlight paper) | November 2020
Hierarchical Poset Decoding for Compositional Generalization in Language
Yinuo GUO, Zeqi Lin, Jian-Guang Lou, Dongmei Zhang
NeurIPS'20 | November 2020
“What Do You Mean by That?” A Parser-Independent Interactive Approach for Enhancing Text-to-SQL
Yuntao LI, Bei Chen, Qian LIU, Yan Gao, Jian-Guang Lou, Dongmei Zhang
EMNLP'20 (full paper) | November 2020
Incomplete Utterance Rewriting as Semantic Segmentation
Qian LIU, Bei Chen, Jian-Guang Lou, Bin ZHOU, Dongmei Zhang
EMNLP'20 (full paper) | November 2020
Benchmarking Meaning Representations in Neural Semantic Parsing
Jiaqi GUO, Qian LIU, Jian-Guang Lou, Zhenwen LI, Susan Xueqing LIU, Tao XIE, Ting LIU
EMNLP'20 (full paper) | November 2020
RECPARSER: A Recursive Semantic Parsing Framework for Text-to-SQL Task
Yu Zeng, Yan Gao, Jiaqi Guo, Bei Chen, Qian Liu, Jian-Guang Lou, Fei Teng, Dongmei Zhang
IJCAI 2020 | July 2020
How Far are We from Effective Context Modeling? An Exploratory Study on Semantic Parsing in Context
Qian Liu, Jiaqi Guo, Bei Chen, Jian-Guang Lou, Bin Zhou, Dongmei Zhang
IJCAI2020 | July 2020
You Impress Me: Dialogue Generation via Mutual Persona Perception
Qian Liu, Yihong Chen, Bei Chen, Jian-Guang Lou, Zixuan Chen, Bin Zhou, Dongmei Zhang
ACL 2020 | July 2020
UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled Data
Qianhui Wu, Zijia Lin, Börje F. Karlsson, Biqing Huang, Jian-Guang Lou
29th International Joint Conference on Artificial Intelligence (IJCAI 2020) | July 2020
Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language
Qianhui Wu, Zijia Lin, Börje F. Karlsson, Jian-Guang Lou, Biqing Huang
2020 Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
Data-Anonymous Encoding for Text-to-SQL Generation
Zhen Dong, Shizhao Sun, Hongzhi Liu, Jian-Guang Lou, Dongmei Zhang
2019 Empirical Methods in Natural Language Processing | December 2019
A Split-and-Recombine Approach for Follow-up Query Analysis
Qian LIU, Bei Chen, Haoyan LIU, Jian-Guang Lou, Lei Fang, Bin ZHOU, Dongmei Zhang
EMNLP | November 2019
Leveraging Adjective-Noun Phrasing Knowledge for Comparison Relation Prediction in Text-to-SQL
Haoyan LIU, Lei Fang, Qian LIU, Bei Chen, Jian-Guang Lou, Zhoujun LI
EMNLP | November 2019
Data-Anonymous Encoding for Text-to-SQL Generation
Zhen DONG, Shizhao SUN, Hongzhi LIU, Jian-Guang Lou, Dongmei Zhang
EMNLP | November 2019
λOpt: Learn to Regularize Recommender Models in Finer Levels
Yihong Chen, Bei Chen, Xiangnan He, Chen Gao, Yong Li, Jian-Guang Lou, Yue Wang
SigKDD19 | August 2019
Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation
Jiaqi GUO, Zecheng Zhan, Yan GAO, Yan XIAO, Jian-Guang Lou, Ting LIU, Dongmei Zhang
ACL19 | August 2019
FANDA: A Novel Approach to Perform Follow-up Query Analysis
Qian LIU, Bei Chen, Jian-Guang Lou, Ge JIN, Dongmei Zhang
AAAI19 | January 2019
Leveraging Web Semantic Knowledge in Word Representation Learning
Haoyan LIU, Lei Fang, Jian-Guang Lou, Zhoujun LI
AAAI19 | January 2019
GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition
Hui Chen, Zijia Lin, Guiguang Ding, Jian-Guang Lou, Yusen Zhang, Börje F. Karlsson
AAAI19 | January 2019
Predicting Node Failure in Cloud Service Systems
Qingwei Lin 林庆维, ...
ESEC/FSE 2018 | November 2018
BigIN4: Instant, Interactive Insight Identification for Multi-Dimensional Big Data
Qingwei Lin 林庆维, weichen Ke, ...
SigKDD 2018 | August 2018
Learning-to-Ask: Knowledge Acquisition via 20 Questions
Yihong Chen, Bei Chen, Xuguang Duan, Jian-Guang Lou, Yue Wang, Wenwu Zhu, Yong Cao
SigKDD | August 2018
Improving Service Availability of Cloud Systems by Predicting Disk Error
Yong Xu, ..., Qingwei Lin, ...
USENIX ATC 2018 | July 2018
Experience report on applying software analytics in incident management of online service
Jian-Guang Lou, Qingwei Lin 林庆维, ...
Automated Software Engineering | December 2017, Vol 24: pp. 905-941
Mining Program Workflow from Interleaved Logs
Jian-Guang Lou, Qiang Fu, Shengqi Yang, Jiang Li
MSR-TR-2010-6 | January 2010
Execution Anomaly Detection in Distributed Systems through Unstructured Log Analysis
Qiang Fu, Jian-Guang Lou, Yi Wang, Jiang Li
International conference on Data Mining (full paper) | December 2009
Mining Dependency in Distributed Systems through unstructured log analysis
Jian-Guang Lou, Qiang Fu, Yi Wang, Jiang Li
the 2nd Workshop on Analysis of System Logs (selected as BEST PAPER and published in SIGOPS OS Review) | October 2009
-
A Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions
Jiawei Lin, Jiaqi Guo, Shizhao Sun, Weijiang Xu, Ting Liu, Jian-Guang Lou, Dongmei Zhang
ICCV 2023 | October 2023
LayoutFormer++: Conditional Graphic Layout Generation via Constraint Serialization and Decoding Space Restriction
Zhaoyun Jiang, Jiaqi Guo, Shizhao Sun, Huayu Deng, Zhongkai Wu, Vuksan Mijovic, Zijiang James Yang, Jian-Guang Lou, Dongmei Zhang
CVPR 2023 | June 2023
-
How Do In-Context Examples Affect Compositional Generalization?
Shengnan An, Zeqi Lin, Qiang Fu, Bei Chen, Nanning Zheng, Jian-Guang Lou, Dongmei Zhang
ACL 2023 | June 2023
When Language Model Meets Private Library
Daoguang Zan, Bei Chen, Zeqi Lin, Bei Guan, Yongji Wang, Jian-Guang Lou
EMNLP 2022 | October 2022
Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation
Xinyu Pi, Bing Wang, Yan Gao, Jiaqi Guo, Zhoujun Li, Jian-Guang Lou
ACL 2022 | May 2022
GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding
Libo Qin, Qiguang Chen, Tianbao Xie, Qixin Li, Jian-Guang Lou, Wanxiang Che, Min-Yen Kan
ACL 2022 | May 2022
ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering
Shuang Chen, Qian Liu, Zhiwei Yu, Chin-Yew Lin, Jian-Guang Lou, Feng Jiang
ACL-IJCNLP 2021 (Demo Track) | August 2021
Learning Algebraic Recombination for Compositional Generalization
Chenyao Liu, Shengnan An, Zeqi Lin, Qian Liu, Bei Chen, Jian-Guang Lou, Lijie Wen, Nanning Zheng, Dongmei Zhang
ACL-IJCNLP 2021 (findings) | July 2021
UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled Data
Qianhui Wu, Zijia Lin, Börje F. Karlsson, Biqing Huang, Jian-Guang Lou
29th International Joint Conference on Artificial Intelligence (IJCAI 2020) | July 2020
Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language
Qianhui Wu, Zijia Lin, Börje F. Karlsson, Jian-Guang Lou, Biqing Huang
2020 Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications
Zexuan Zhong, Jiaqi Guo, Wei Yang, Jian Peng, Tao Xie, Jian-Guang Lou, Ting Liu, Dongmei Zhang
EMNP'18 | November 2018
-
Large Language Models Meet NL2Code: A Survey
Bei Chen, Daoguang Zan, Fengji Zhang, Dianjie Lu, Bingchao Wu, Bei Guan, Yongji Wang, Jian-Guang Lou
ACL 2023 | June 2023
When Language Model Meets Private Library
Daoguang Zan, Bei Chen, Zeqi Lin, Bei Guan, Yongji Wang, Jian-Guang Lou
EMNLP 2022 | October 2022
Testing Machine Learning Systems in Industry: An Empirical Study
Shuyue Li, Jiaqi Guo, Jian-Guang Lou, Ming Fan, Ting Liu, Dongmei Zhang
ICSE 2022 | May 2022
Nufix: Escape From NuGet Dependency Maze
Zhenming Li, Ying Wang, Zeqi Lin, Shing-Chi Cheung, Jian-Guang Lou
2022 International Conference on Software Engineering | May 2022
Can neural clone detection generalize to unseen functionalities?
Chenyao Liu, Jian-Guang Lou, Zeqi Lin, Lijie Wen, Dongmei Zhang
2021 Automated Software Engineering | November 2021
Automated Bug Reproduction from User Reviews for Android Applications
Shuyue Li, Jiaqi Guo, Ming Fan, Jian-Guang Lou, Qinghua Zheng, Ting Liu
ICSE 2020 | July 2020
SARA: Self-Replay Augmented Record and Replay for Android in Industrial Cases
Jiaqi GUO, Shuyue LI, Jian-Guang Lou, Zijiang YANG, Ting LIU
ISSTA19 | July 2019
Experience report on applying software analytics in incident management of online service
Jian-Guang Lou, Qingwei Lin 林庆维, ...
Automated Software Engineering | December 2017, Vol 24: pp. 905-941
Log Clustering based Problem Identification for Online Service Systems
Qingwei Lin 林庆维, Hongyu Zhang, Jian-Guang Lou, Yu Zhang, Xuewei CHEN
SEIP, ICSE | January 2016
iDice: Problem Identification for Emerging Issues
Qingwei Lin 林庆维, Jian-Guang Lou, Hongyu Zhang, Dongmei Zhang
ICSE 2016 | January 2016
CodeHow: Effective Code Search based on API Understanding and Extended Boolean Model
Fei LV, hongyu zhang, Jian-Guang Lou, Shaowei WANG, Dongmei Zhang, Jianjun ZHAO, jianjun zhao
Automated Software Engineering (ASE2015) | August 2015
Log2: A Cost-Aware Logging Mechanism for Performance Diagnosis
Rui Ding, ..., Qingwei Lin 林庆维, ...
USENIX ATC | July 2015
An Empirical Study on Quality Issues of Production Big Data Platform
Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Haibo Lin, Haoxiang Lin, Tingting Qin
ICSE 2015 | May 2015
The 37th International Conference on Software Engineering, Software Engineering in Practice (SEIP) Track
Querying Sequential Software Engineering Data
Chengnian Sun, Haidong Zhang, Jian-Guang Lou, Hongyu Zhang, Qiang Wang, Dongmei Zhang
November 2014
Where Do Developers Log? An Empirical Study on Logging Practices in Industry
Qiang Fu, ..., Qingwei Lin 林庆维, ...
ICSE 2014 | July 2014
Mining Historical Issue Repositories to Heal Large-Scale Online Service Systems
Rui Ding, ..., Qingwei Lin 林庆维, ...
DSN | July 2014
Identifying Recurrent and Unknown Performance Issues
Jian-Guang LOU, Meng-Hui Lim, Jian-Guang LOU, Qingwei Lin 林庆维, ...
ICDM | July 2014
Correlating Events with Time Series for Incident Diagnosis
Chen Luo, Jian-Guang Lou, Qingwei Lin 林庆维, Qiang Fu, Justin Ding, Dongmei Zhang, Zhe Wang
SigKDD'14 | July 2014
Common Causes and Mitigations of Service Quality Issues in Big Data Computing
Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Haibo Lin, Haoxiang Lin, Tingting Qin
MSR-TR-2014-34 | March 2014
Published by Microsoft
Software Analytics for Incident Management of Online Services: An Experience Report
Jian-Guang Lou, Qingwei Lin 林庆维, ...
ASE | November 2013
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
Contextual Analysis of Program Logs for Understanding System Behaviors
Qiang Fu, ..., Qingwei Lin 林庆维, ...
... | July 2013
Contextual Analysis of Program Logs for Understanding System Behaviors
Qiang Fu, Jian-Guang Lou, Qingwei Lin 林庆维, Rui Ding, Dongmei Zhang, Tao Xie
MSR 2013 | May 2013
Healing Online Service Systems via Mining Historical Issue Repositories
Rui Ding, ..., Qingwei Lin 林庆维, ...
ASE 2012 | July 2012
Performance Issue Diagnosis for Online Service Systems
Qiang Fu, ..., Qingwei Lin 林庆维, ...
the 31st International Symposium on Reliable Distributed Systems (SRDS'12) | January 2012
HMRF algorithm for performance diagnosis
January 2012
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
Mining Program Workflow from Interleaved Traces
Jian-Guang Lou, Qiang Fu, Shengqi Yang, Jiang Li, Bin Wu
SigKDD'10 (full paper) | July 2010
-
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
Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation
Jiaqi GUO, Zecheng Zhan, Yan GAO, Yan XIAO, Jian-Guang Lou, Ting LIU, Dongmei Zhang
ACL19 | August 2019
FANDA: A Novel Approach to Perform Follow-up Query Analysis
Qian LIU, Bei Chen, Jian-Guang Lou, Ge JIN, Dongmei Zhang
AAAI19 | January 2019
GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition
Hui Chen, Zijia Lin, Guiguang Ding, Jian-Guang Lou, Yusen Zhang, Börje F. Karlsson
AAAI19 | January 2019
-
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
λOpt: Learn to Regularize Recommender Models in Finer Levels
Yihong Chen, Bei Chen, Xiangnan He, Chen Gao, Yong Li, Jian-Guang Lou, Yue Wang
SigKDD19 | August 2019
CodeHow: Effective Code Search based on API Understanding and Extended Boolean Model
Fei LV, hongyu zhang, Jian-Guang Lou, Shaowei WANG, Dongmei Zhang, Jianjun ZHAO, jianjun zhao
Automated Software Engineering (ASE2015) | August 2015
-
Retrieve-Then-Adapt: Example-based Automatic Generation for Proportion-related Infographics
Chunyao Qian, Shizhao Sun, Weiwei Cui, Jian-Guang Lou, Haidong Zhang, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics | January 2021, Vol 27(2): pp. 443-452
Retrieve-Then-Adapt: Example-based Automatic Generation for Proportion-related Infographics
Chunyao Qian, Shizhao Sun, Weiwei Cui, Jian-Guang Lou, Haidong Zhang, Dongmei Zhang
IEEE VIS 2020 | October 2020
An Epipolar Geometry-Based Fast Disparity Estimation Algorithm for Multiview Image and Video Coding
Jiangbo Lu, Hua Cai, Jian-Guang Lou, Jiang Li
IEEE Transactions on Circuits and Systems for Video Technology | June 2007
Multiview Image Coding Based on Geometric Prediction
Xiang San, Hua Cai, Jian-Guang Lou, Jiang Li
IEEE Transactions on Circuits and Systems for Video Technology | January 2007
A RealTime Interactive MultiView Video System
Jian-Guang Lou, Hua Cai, Jiang Li
ACM Multimedia (full paper) | November 2005
ACM Multimedia (full paper)
-
Retrieve-Then-Adapt: Example-based Automatic Generation for Proportion-related Infographics
Chunyao Qian, Shizhao Sun, Weiwei Cui, Jian-Guang Lou, Haidong Zhang, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics | January 2021, Vol 27(2): pp. 443-452
Text-to-Viz: Automatic Generation of Infographics from Proportion-Related Natural Language Statements
Weiwei Cui, Xiaoyu Zhang, Yun Wang, Ray Huang, Bei Chen, Lei Fang, Jian-Guang Lou, Haidong Zhang, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics | November 2019
-
Identifying Impactful Service System Problems via Log Analysis
Shilin He, Qingwei Lin 林庆维, ...
ESEC/FSE 2018 | November 2018
Predicting Node Failure in Cloud Service Systems
Qingwei Lin 林庆维, ...
ESEC/FSE 2018 | November 2018
Improving Service Availability of Cloud Systems by Predicting Disk Error
Yong Xu, ..., Qingwei Lin, ...
USENIX ATC 2018 | July 2018
Experience report on applying software analytics in incident management of online service
Jian-Guang Lou, Qingwei Lin 林庆维, ...
Automated Software Engineering | December 2017, Vol 24: pp. 905-941
Distributed Density Estimation Using Non-parametric Statistics
Yusuo Hu, Hua Chen, Jian-Guang Lou, Jiang Li
the 27th International Conference on Distributed Computing Systems | June 2007
An Effective Epipolar Geometry Assisted Motion Estimation Technique for Multi-View Image and Video Coding
Jiangbo Lu, Hua Cai, Jian-Guang Lou, Jiang Li
International Conference on Image Processing | October 2006
Multicast Of Real-time Multi-view Video
Li Zuo, Jian-Guang Lou, Hua Cai, Jiang Li
ICME | April 2004
ICME
-
An Empirical Study on Quality Issues of Production Big Data Platform
Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Haibo Lin, Haoxiang Lin, Tingting Qin
ICSE 2015 | May 2015
The 37th International Conference on Software Engineering, Software Engineering in Practice (SEIP) Track
Common Causes and Mitigations of Service Quality Issues in Big Data Computing
Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Haibo Lin, Haoxiang Lin, Tingting Qin
MSR-TR-2014-34 | March 2014
Published by Microsoft
Mining Program Workflow from Interleaved Logs
Jian-Guang Lou, Qiang Fu, Shengqi Yang, Jiang Li
MSR-TR-2010-6 | January 2010
Execution Anomaly Detection in Distributed Systems through Unstructured Log Analysis
Qiang Fu, Jian-Guang Lou, Yi Wang, Jiang Li
International conference on Data Mining (full paper) | December 2009
Mining Dependency in Distributed Systems through unstructured log analysis
Jian-Guang Lou, Qiang Fu, Yi Wang, Jiang Li
the 2nd Workshop on Analysis of System Logs (selected as BEST PAPER and published in SIGOPS OS Review) | October 2009
-
Mining Invariants from Console Logs for System Problem Detection
Jian-Guang Lou, Qiang Fu, Shengqi YANG, Ye XU, Jiang Li
Annual Technical Conference (full paper) | June 2010
Publications by Type
-
A Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions
Jiawei Lin, Jiaqi Guo, Shizhao Sun, Weijiang Xu, Ting Liu, Jian-Guang Lou, Dongmei Zhang
ICCV 2023 | October 2023
How Do In-Context Examples Affect Compositional Generalization?
Shengnan An, Zeqi Lin, Qiang Fu, Bei Chen, Nanning Zheng, Jian-Guang Lou, Dongmei Zhang
ACL 2023 | June 2023
Making Language Models Better Reasoners with Step-Aware Verifier
Yifei Li, Zeqi Lin, Shizhuo Zhang, Qiang Fu, Bei Chen, Jian-Guang Lou, Weizhu Chen
ACL 2023 | June 2023
Large Language Models Meet NL2Code: A Survey
Bei Chen, Daoguang Zan, Fengji Zhang, Dianjie Lu, Bingchao Wu, Bei Guan, Yongji Wang, Jian-Guang Lou
ACL 2023 | June 2023
Uncovering and Categorizing Social Bias in Text-to-SQL
Yan Liu, Yan Gao, Zhe Su, Xiaokang Chen, Elliott Ash, Jian-Guang Lou
ACL 2023 | June 2023
Know What I don’t Know: Handling Ambiguous and Unknown Questions for Text-to-SQL
Bing Wang, Yan Gao, Zhuojun Li, Jian-Guang Lou
ACL 2023 | June 2023
LayoutFormer++: Conditional Graphic Layout Generation via Constraint Serialization and Decoding Space Restriction
Zhaoyun Jiang, Jiaqi Guo, Shizhao Sun, Huayu Deng, Zhongkai Wu, Vuksan Mijovic, Zijiang James Yang, Jian-Guang Lou, Dongmei Zhang
CVPR 2023 | June 2023
LogiGAN: Learning Logical Reasoning via Adversarial Pre-training
Xinyu Pi, Wanjun Zhong, Yan Gao, Nan Duan, Jian-Guang Lou
NeurIPS 2022 | November 2022
When Language Model Meets Private Library
Daoguang Zan, Bei Chen, Zeqi Lin, Bei Guan, Yongji Wang, Jian-Guang Lou
EMNLP 2022 | October 2022
LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training
Qi Shi, Qian Liu, Bei Chen, Yu Zhang, Ting Liu, Jian-Guang Lou
EMNLP 2022 | October 2022
Reasoning Like Program Executors
Xinyu Pi, Qian Liu, Bei Chen, Morteza Ziyadi, Zeqi Lin, Yan Gao, Qiang Fu, Jian-Guang Lou, Weizhu Chen
EMNLP2022 | October 2022
Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation
Xinyu Pi, Bing Wang, Yan Gao, Jiaqi Guo, Zhoujun Li, Jian-Guang Lou
ACL 2022 | May 2022
GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding
Libo Qin, Qiguang Chen, Tianbao Xie, Qixin Li, Jian-Guang Lou, Wanxiang Che, Min-Yen Kan
ACL 2022 | May 2022
Testing Machine Learning Systems in Industry: An Empirical Study
Shuyue Li, Jiaqi Guo, Jian-Guang Lou, Ming Fan, Ting Liu, Dongmei Zhang
ICSE 2022 | May 2022
Nufix: Escape From NuGet Dependency Maze
Zhenming Li, Ying Wang, Zeqi Lin, Shing-Chi Cheung, Jian-Guang Lou
2022 International Conference on Software Engineering | May 2022
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
TAPEX: Table Pre-training via Learning a Neural SQL Executor
Qian Liu, Bei Chen, Jiaqi Guo, Morteza Ziyadi, Zeqi Lin, Weizhu Chen, Jian-Guang Lou
ICLR 2022 | April 2022
Coarse-to-Fine Generative Modeling for Graphic Layouts
Zhaoyun Jiang, Shizhao Sun, Jihua Zhu, Jian-Guang Lou, Dongmei Zhang
AAAI'22 | February 2022
Can neural clone detection generalize to unseen functionalities?
Chenyao Liu, Jian-Guang Lou, Zeqi Lin, Lijie Wen, Dongmei Zhang
2021 Automated Software Engineering | November 2021
Weakly Supervised Semantic Parsing by Learning from Mistakes
Jiaqi Guo, Jian-Guang Lou, Ting Liu, Dongmei Zhang
EMNLP'21 (Findings) | November 2021
Translating Headers of Tabular Data: A Pilot Study of Schema Translation
Kunrui Zhu, Yan Gao, Jiaqi Guo, Jian-Guang Lou
2021 Empirical Methods in Natural Language Processing | November 2021
ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering
Shuang Chen, Qian Liu, Zhiwei Yu, Chin-Yew Lin, Jian-Guang Lou, Feng Jiang
ACL-IJCNLP 2021 (Demo Track) | August 2021
Keep the Structure: A Latent Shift-Reduce Parser for Semantic Parsing
Yuntao LI, Bei Chen, Qian LIU, Yan Gao, Jian-Guang Lou, Yan ZHANG, Dongmei Zhang
IJCAI'21 | August 2021
Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing
Qian LIU, Dejian Yang (deyang), Jiahui ZHANG, Jiaqi GUO, Bin ZHOU, Jian-Guang Lou
ACL-IJCNLP 2021 (findings) | July 2021
Learning Algebraic Recombination for Compositional Generalization
Chenyao Liu, Shengnan An, Zeqi Lin, Qian Liu, Bei Chen, Jian-Guang Lou, Lijie Wen, Nanning Zheng, Dongmei Zhang
ACL-IJCNLP 2021 (findings) | July 2021
CHASE: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL
Jiaqi GUO, Ziliang Si, Yu WANG, Qian LIU, Ming FAN, Jian-Guang Lou, Zijiang YANG, Ting LIU
ACL-IJCNLP 2021 | July 2021
Iterative Utterance Segmentation for Neural Semantic Parsing
Yinuo GUO, Zeqi Lin, Jian-Guang Lou, Dongmei Zhang
AAAI'21 | February 2021
Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization
Yinuo GUO, Hualei ZHU, Zeqi Lin, Bei Chen, Jian-Guang Lou, Dongmei Zhang
AAAI'21 | February 2021
Compositional Generalization by Learning Analytical Expressions
Qian Liu, Shengnan An, Jian-Guang Lou, Bei Chen, Zeqi Lin, Yan Gao, Bin Zhou, Nanning Zheng, Dongmei Zhang
NeurIPS 2020 (spotlight paper) | November 2020
Hierarchical Poset Decoding for Compositional Generalization in Language
Yinuo GUO, Zeqi Lin, Jian-Guang Lou, Dongmei Zhang
NeurIPS'20 | November 2020
“What Do You Mean by That?” A Parser-Independent Interactive Approach for Enhancing Text-to-SQL
Yuntao LI, Bei Chen, Qian LIU, Yan Gao, Jian-Guang Lou, Dongmei Zhang
EMNLP'20 (full paper) | November 2020
Incomplete Utterance Rewriting as Semantic Segmentation
Qian LIU, Bei Chen, Jian-Guang Lou, Bin ZHOU, Dongmei Zhang
EMNLP'20 (full paper) | November 2020
Benchmarking Meaning Representations in Neural Semantic Parsing
Jiaqi GUO, Qian LIU, Jian-Guang Lou, Zhenwen LI, Susan Xueqing LIU, Tao XIE, Ting LIU
EMNLP'20 (full paper) | November 2020
Retrieve-Then-Adapt: Example-based Automatic Generation for Proportion-related Infographics
Chunyao Qian, Shizhao Sun, Weiwei Cui, Jian-Guang Lou, Haidong Zhang, Dongmei Zhang
IEEE VIS 2020 | October 2020
Automated Bug Reproduction from User Reviews for Android Applications
Shuyue Li, Jiaqi Guo, Ming Fan, Jian-Guang Lou, Qinghua Zheng, Ting Liu
ICSE 2020 | July 2020
RECPARSER: A Recursive Semantic Parsing Framework for Text-to-SQL Task
Yu Zeng, Yan Gao, Jiaqi Guo, Bei Chen, Qian Liu, Jian-Guang Lou, Fei Teng, Dongmei Zhang
IJCAI 2020 | July 2020
How Far are We from Effective Context Modeling? An Exploratory Study on Semantic Parsing in Context
Qian Liu, Jiaqi Guo, Bei Chen, Jian-Guang Lou, Bin Zhou, Dongmei Zhang
IJCAI2020 | July 2020
You Impress Me: Dialogue Generation via Mutual Persona Perception
Qian Liu, Yihong Chen, Bei Chen, Jian-Guang Lou, Zixuan Chen, Bin Zhou, Dongmei Zhang
ACL 2020 | July 2020
UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled Data
Qianhui Wu, Zijia Lin, Börje F. Karlsson, Biqing Huang, Jian-Guang Lou
29th International Joint Conference on Artificial Intelligence (IJCAI 2020) | July 2020
Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language
Qianhui Wu, Zijia Lin, Börje F. Karlsson, Jian-Guang Lou, Biqing Huang
2020 Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
Data-Anonymous Encoding for Text-to-SQL Generation
Zhen Dong, Shizhao Sun, Hongzhi Liu, Jian-Guang Lou, Dongmei Zhang
2019 Empirical Methods in Natural Language Processing | December 2019
A Split-and-Recombine Approach for Follow-up Query Analysis
Qian LIU, Bei Chen, Haoyan LIU, Jian-Guang Lou, Lei Fang, Bin ZHOU, Dongmei Zhang
EMNLP | November 2019
Leveraging Adjective-Noun Phrasing Knowledge for Comparison Relation Prediction in Text-to-SQL
Haoyan LIU, Lei Fang, Qian LIU, Bei Chen, Jian-Guang Lou, Zhoujun LI
EMNLP | November 2019
Data-Anonymous Encoding for Text-to-SQL Generation
Zhen DONG, Shizhao SUN, Hongzhi LIU, Jian-Guang Lou, Dongmei Zhang
EMNLP | November 2019
λOpt: Learn to Regularize Recommender Models in Finer Levels
Yihong Chen, Bei Chen, Xiangnan He, Chen Gao, Yong Li, Jian-Guang Lou, Yue Wang
SigKDD19 | August 2019
Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation
Jiaqi GUO, Zecheng Zhan, Yan GAO, Yan XIAO, Jian-Guang Lou, Ting LIU, Dongmei Zhang
ACL19 | August 2019
SARA: Self-Replay Augmented Record and Replay for Android in Industrial Cases
Jiaqi GUO, Shuyue LI, Jian-Guang Lou, Zijiang YANG, Ting LIU
ISSTA19 | July 2019
FANDA: A Novel Approach to Perform Follow-up Query Analysis
Qian LIU, Bei Chen, Jian-Guang Lou, Ge JIN, Dongmei Zhang
AAAI19 | January 2019
Leveraging Web Semantic Knowledge in Word Representation Learning
Haoyan LIU, Lei Fang, Jian-Guang Lou, Zhoujun LI
AAAI19 | January 2019
GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition
Hui Chen, Zijia Lin, Guiguang Ding, Jian-Guang Lou, Yusen Zhang, Börje F. Karlsson
AAAI19 | January 2019
SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications
Zexuan Zhong, Jiaqi Guo, Wei Yang, Jian Peng, Tao Xie, Jian-Guang Lou, Ting Liu, Dongmei Zhang
EMNP'18 | November 2018
Identifying Impactful Service System Problems via Log Analysis
Shilin He, Qingwei Lin 林庆维, ...
ESEC/FSE 2018 | November 2018
Predicting Node Failure in Cloud Service Systems
Qingwei Lin 林庆维, ...
ESEC/FSE 2018 | November 2018
BigIN4: Instant, Interactive Insight Identification for Multi-Dimensional Big Data
Qingwei Lin 林庆维, weichen Ke, ...
SigKDD 2018 | August 2018
Learning-to-Ask: Knowledge Acquisition via 20 Questions
Yihong Chen, Bei Chen, Xuguang Duan, Jian-Guang Lou, Yue Wang, Wenwu Zhu, Yong Cao
SigKDD | August 2018
Improving Service Availability of Cloud Systems by Predicting Disk Error
Yong Xu, ..., Qingwei Lin, ...
USENIX ATC 2018 | July 2018
Log Clustering based Problem Identification for Online Service Systems
Qingwei Lin 林庆维, Hongyu Zhang, Jian-Guang Lou, Yu Zhang, Xuewei CHEN
SEIP, ICSE | January 2016
iDice: Problem Identification for Emerging Issues
Qingwei Lin 林庆维, Jian-Guang Lou, Hongyu Zhang, Dongmei Zhang
ICSE 2016 | January 2016
CodeHow: Effective Code Search based on API Understanding and Extended Boolean Model
Fei LV, hongyu zhang, Jian-Guang Lou, Shaowei WANG, Dongmei Zhang, Jianjun ZHAO, jianjun zhao
Automated Software Engineering (ASE2015) | August 2015
Log2: A Cost-Aware Logging Mechanism for Performance Diagnosis
Rui Ding, ..., Qingwei Lin 林庆维, ...
USENIX ATC | July 2015
An Empirical Study on Quality Issues of Production Big Data Platform
Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Haibo Lin, Haoxiang Lin, Tingting Qin
ICSE 2015 | May 2015
The 37th International Conference on Software Engineering, Software Engineering in Practice (SEIP) Track
Querying Sequential Software Engineering Data
Chengnian Sun, Haidong Zhang, Jian-Guang Lou, Hongyu Zhang, Qiang Wang, Dongmei Zhang
November 2014
Where Do Developers Log? An Empirical Study on Logging Practices in Industry
Qiang Fu, ..., Qingwei Lin 林庆维, ...
ICSE 2014 | July 2014
Mining Historical Issue Repositories to Heal Large-Scale Online Service Systems
Rui Ding, ..., Qingwei Lin 林庆维, ...
DSN | July 2014
Identifying Recurrent and Unknown Performance Issues
Jian-Guang LOU, Meng-Hui Lim, Jian-Guang LOU, Qingwei Lin 林庆维, ...
ICDM | July 2014
Correlating Events with Time Series for Incident Diagnosis
Chen Luo, Jian-Guang Lou, Qingwei Lin 林庆维, Qiang Fu, Justin Ding, Dongmei Zhang, Zhe Wang
SigKDD'14 | July 2014
Software Analytics for Incident Management of Online Services: An Experience Report
Jian-Guang Lou, Qingwei Lin 林庆维, ...
ASE | November 2013
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
Contextual Analysis of Program Logs for Understanding System Behaviors
Qiang Fu, ..., Qingwei Lin 林庆维, ...
... | July 2013
Contextual Analysis of Program Logs for Understanding System Behaviors
Qiang Fu, Jian-Guang Lou, Qingwei Lin 林庆维, Rui Ding, Dongmei Zhang, Tao Xie
MSR 2013 | May 2013
Healing Online Service Systems via Mining Historical Issue Repositories
Rui Ding, ..., Qingwei Lin 林庆维, ...
ASE 2012 | July 2012
Performance Issue Diagnosis for Online Service Systems
Qiang Fu, ..., Qingwei Lin 林庆维, ...
the 31st International Symposium on Reliable Distributed Systems (SRDS'12) | January 2012
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
Mining Program Workflow from Interleaved Traces
Jian-Guang Lou, Qiang Fu, Shengqi Yang, Jiang Li, Bin Wu
SigKDD'10 (full paper) | July 2010
Mining Invariants from Console Logs for System Problem Detection
Jian-Guang Lou, Qiang Fu, Shengqi YANG, Ye XU, Jiang Li
Annual Technical Conference (full paper) | June 2010
Execution Anomaly Detection in Distributed Systems through Unstructured Log Analysis
Qiang Fu, Jian-Guang Lou, Yi Wang, Jiang Li
International conference on Data Mining (full paper) | December 2009
Mining Dependency in Distributed Systems through unstructured log analysis
Jian-Guang Lou, Qiang Fu, Yi Wang, Jiang Li
the 2nd Workshop on Analysis of System Logs (selected as BEST PAPER and published in SIGOPS OS Review) | October 2009
Distributed Density Estimation Using Non-parametric Statistics
Yusuo Hu, Hua Chen, Jian-Guang Lou, Jiang Li
the 27th International Conference on Distributed Computing Systems | June 2007
An Effective Epipolar Geometry Assisted Motion Estimation Technique for Multi-View Image and Video Coding
Jiangbo Lu, Hua Cai, Jian-Guang Lou, Jiang Li
International Conference on Image Processing | October 2006
A RealTime Interactive MultiView Video System
Jian-Guang Lou, Hua Cai, Jiang Li
ACM Multimedia (full paper) | November 2005
ACM Multimedia (full paper)
Multicast Of Real-time Multi-view Video
Li Zuo, Jian-Guang Lou, Hua Cai, Jiang Li
ICME | April 2004
ICME
-
RetroRanker: leveraging reaction changes to improve retrosynthesis prediction through re-ranking
Junren Li, Lei Fang, Jian-Guang Lou
Journal of Cheminformatics | June 2023
Single-step retrosynthesis prediction by leveraging commonly preserved substructures
Lei Fang, Junren Li, Ming Zhao, Li Tan, Jian-Guang Lou
Nature Communication | April 2023
Aesthetics++: Refining Graphic Designs by Exploring Design Principles and Human Preference
Wenyuan Kong, Zhaoyun Jiang, Shizhao Sun, Zhuoning Guo, Weiwei Cui, Ting Liu, Jian-Guang Lou, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics | February 2022
Retrieve-Then-Adapt: Example-based Automatic Generation for Proportion-related Infographics
Chunyao Qian, Shizhao Sun, Weiwei Cui, Jian-Guang Lou, Haidong Zhang, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics | January 2021, Vol 27(2): pp. 443-452
Text-to-Viz: Automatic Generation of Infographics from Proportion-Related Natural Language Statements
Weiwei Cui, Xiaoyu Zhang, Yun Wang, Ray Huang, Bei Chen, Lei Fang, Jian-Guang Lou, Haidong Zhang, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics | November 2019
Experience report on applying software analytics in incident management of online service
Jian-Guang Lou, Qingwei Lin 林庆维, ...
Automated Software Engineering | December 2017, Vol 24: pp. 905-941
An Epipolar Geometry-Based Fast Disparity Estimation Algorithm for Multiview Image and Video Coding
Jiangbo Lu, Hua Cai, Jian-Guang Lou, Jiang Li
IEEE Transactions on Circuits and Systems for Video Technology | June 2007
Multiview Image Coding Based on Geometric Prediction
Xiang San, Hua Cai, Jian-Guang Lou, Jiang Li
IEEE Transactions on Circuits and Systems for Video Technology | January 2007
-
Common Causes and Mitigations of Service Quality Issues in Big Data Computing
Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Haibo Lin, Haoxiang Lin, Tingting Qin
MSR-TR-2014-34 | March 2014
Published by Microsoft
Mining Program Workflow from Interleaved Logs
Jian-Guang Lou, Qiang Fu, Shengqi Yang, Jiang Li
MSR-TR-2010-6 | January 2010
-