Jian-Guang Lou

According to our database, Jian-Guang Lou authored at least 126 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Tapilot-Crossing: Benchmarking and Evolving LLMs Towards Interactive Data Analysis Agents.

Jinyang Li, Nan Huo, Yan Gao, Jiayi Shi, Yingxiu Zhao, Ge Qu, Yurong Wu, Chenhao Ma, Jian-Guang Lou, Reynold Cheng

CoRR, 2024

2023

UniSAr: a unified structure-aware autoregressive language model for text-to-SQL semantic parsing.

Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Jian-Guang Lou, Dechen Zhan

Int. J. Mach. Learn. Cybern., December, 2023

RetroRanker: leveraging reaction changes to improve retrosynthesis prediction through re-ranking.

Junren Li, Lei Fang, Jian-Guang Lou

J. Cheminformatics, December, 2023

Data Transformation to Construct a Dataset for Generating Entity-Relationship Model from Natural Language.

Zhenwen Li, Jian-Guang Lou, Tao Xie

CoRR, 2023

Thread of Thought Unraveling Chaotic Contexts.

Yucheng Zhou, Xiubo Geng, Tao Shen, Chongyang Tao, Guodong Long, Jian-Guang Lou, Jianbing Shen

CoRR, 2023

Retro-BLEU: Quantifying Chemical Plausibility of Retrosynthesis Routes through Reaction Template Sequence Analysis.

Junren Li, Lei Fang, Jian-Guang Lou

CoRR, 2023

Learning From Mistakes Makes LLM Better Reasoner.

Shengnan An, Zexiong Ma, Zeqi Lin, Nanning Zheng, Jian-Guang Lou, Weizhu Chen

CoRR, 2023

A Survey for Graphic Design Intelligence.

Danqing Huang, Jiaqi Guo, Shizhao Sun, Hanling Tian, Jieru Lin, Zheng Hu, Chin-Yew Lin, Jian-Guang Lou, Dongmei Zhang

CoRR, 2023

Uncovering and Quantifying Social Biases in Code Generation.

Yan Liu, Xiaokang Chen, Yan Gao, Zhe Su, Fengji Zhang, Daoguang Zan, Jian-Guang Lou, Pin-Yu Chen, Tsung-Yi Ho

CoRR, 2023

TACR: A Table-alignment-based Cell-selection and Reasoning Model for Hybrid Question-Answering.

Jian Wu, Yicheng Xu, Yan Gao, Jian-Guang Lou, Börje F. Karlsson, Manabu Okumura

CoRR, 2023

Explainable Automated Debugging via Large Language Model-driven Scientific Debugging.

Sungmin Kang, Bei Chen, Shin Yoo, Jian-Guang Lou

CoRR, 2023

RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation.

Fengji Zhang, Bei Chen, Yue Zhang, Jin Liu, Daoguang Zan, Yi Mao, Jian-Guang Lou, Weizhu Chen

CoRR, 2023

Uncovering and Quantifying Social Biases in Code Generation.

Yan Liu, Xiaokang Chen, Yan Gao, Zhe Su, Fengji Zhang, Daoguang Zan, Jian-Guang Lou, Pin-Yu Chen, Tsung-Yi Ho

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

LayoutPrompter: Awaken the Design Ability of Large Language Models.

Jiawei Lin, Jiaqi Guo, Shizhao Sun, Zijiang Yang, Jian-Guang Lou, Dongmei Zhang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

CodeT: Code Generation with Generated Tests.

Bei Chen, Fengji Zhang, Anh Nguyen, Daoguang Zan, Zeqi Lin, Jian-Guang Lou, Weizhu Chen

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Does Deep Learning Learn to Abstract? A Systematic Probing Framework.

Shengnan An, Zeqi Lin, Bei Chen, Qiang Fu, Nanning Zheng, Jian-Guang Lou

Proceedings of the Eleventh International Conference on Learning Representations, 2023

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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models.

Junyi Zhang, Jiaqi Guo, Shizhao Sun, Jian-Guang Lou, Dongmei Zhang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Question Answering as Programming for Solving Time-Sensitive Questions.

Xinyu Zhu, Cheng Yang, Bei Chen, Siheng Li, Jian-Guang Lou, Yujiu Yang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

CRT-QA: A Dataset of Complex Reasoning Question Answering over Tabular Data.

Zhehao Zhang, Xitao Li, Yan Gao, Jian-Guang Lou

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation.

Fengji Zhang, Bei Chen, Yue Zhang, Jacky Keung, Jin Liu, Daoguang Zan, Yi Mao, Jian-Guang Lou, Weizhu Chen

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Skill-Based Few-Shot Selection for In-Context Learning.

Shengnan An, Bo Zhou, Zeqi Lin, Qiang Fu, Bei Chen, Nanning Zheng, Weizhu Chen, Jian-Guang Lou

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method for Pre-trained Language Models.

Yuyan Chen, Qiang Fu, Ge Fan, Lun Du, Jian-Guang Lou, Shi Han, Dongmei Zhang, Zhixu Li, Yanghua Xiao

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Large Language Models Meet NL2Code: A Survey.

Daoguang Zan, Bei Chen, Fengji Zhang, Dianjie Lu, Bingchao Wu, Bei Guan, Yongji Wang, Jian-Guang Lou

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

TACR: A Table Alignment-based Cell Selection Method for HybridQA.

Jian Wu, Yicheng Xu, Yan Gao, Jian-Guang Lou, Börje Karlsson, Manabu Okumura

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Know What I don't Know: Handling Ambiguous and Unknown Questions for Text-to-SQL.

Bing Wang, Yan Gao, Zhoujun Li, Jian-Guang Lou

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Uncovering and Categorizing Social Biases in Text-to-SQL.

Yan Liu, Yan Gao, Zhe Su, Xiaokang Chen, Elliott Ash, Jian-Guang Lou

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 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

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

How Do In-Context Examples Affect Compositional Generalization?

Shengnan An, Zeqi Lin, Qiang Fu, Bei Chen, Nanning Zheng, Jian-Guang Lou, Dongmei Zhang

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing.

Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Jian-Guang Lou

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

How to manage a task-oriented virtual assistant software project: an experience report.

Shuyue Li, Jiaqi Guo, Yan Gao, Jian-Guang Lou, Dejian Yang, Yan Xiao, Yadong Zhou, Ting Liu

Frontiers Inf. Technol. Electron. Eng., 2022

When Neural Model Meets NL2Code: A Survey.

Daoguang Zan, Bei Chen, Fengji Zhang, Dianjie Lu, Bingchao Wu, Bei Guan, Yongji Wang, Jian-Guang Lou

CoRR, 2022

Know What I don't Know: Handling Ambiguous and Unanswerable Questions for Text-to-SQL.

Bing Wang, Yan Gao, Zhoujun Li, Jian-Guang Lou

CoRR, 2022

UniLayout: Taming Unified Sequence-to-Sequence Transformers for Graphic Layout Generation.

Zhaoyun Jiang, Huayu Deng, Zhongkai Wu, Jiaqi Guo, Shizhao Sun, Vuksan Mijovic, Zijiang Yang, Jian-Guang Lou, Dongmei Zhang

CoRR, 2022

On the Advance of Making Language Models Better Reasoners.

Yifei Li, Zeqi Lin, Shizhuo Zhang, Qiang Fu, Bei Chen, Jian-Guang Lou, Weizhu Chen

CoRR, 2022

DialogZoo: Large-Scale Dialog-Oriented Task Learning.

Zhi Chen, Jijia Bao, Lu Chen, Yuncong Liu, Da Ma, Bei Chen, Mengyue Wu, Su Zhu, Jian-Guang Lou, Kai Yu

CoRR, 2022

UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL.

Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Jian-Guang Lou, Wanxiang Che, Dechen Zhan

CoRR, 2022

Input-Tuning: Adapting Unfamiliar Inputs to Frozen Pretrained Models.

Shengnan An, Yifei Li, Zeqi Lin, Qian Liu, Bei Chen, Qiang Fu, Weizhu Chen, Nanning Zheng, Jian-Guang Lou

CoRR, 2022

LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training.

Qi Shi, Qian Liu, Bei Chen, Yu Zhang, Ting Liu, Jian-Guang Lou

CoRR, 2022

UniDU: Towards A Unified Generative Dialogue Understanding Framework.

Zhi Chen, Lu Chen, Bei Chen, Libo Qin, Yuncong Liu, Su Zhu, Jian-Guang Lou, Kai Yu

Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2022

LogiGAN: Learning Logical Reasoning via Adversarial Pre-training.

Xinyu Pi, Wanjun Zhong, Yan Gao, Nan Duan, Jian-Guang Lou

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

CERT: Continual Pre-training on Sketches for Library-oriented Code Generation.

Daoguang Zan, Bei Chen, Dejian Yang, Zeqi Lin, Minsu Kim, Bei Guan, Yongji Wang, Weizhu Chen, Jian-Guang Lou

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Nufix: Escape From NuGet Dependency Maze.

Zhenming Li, Ying Wang, Zeqi Lin, Shing-Chi Cheung, Jian-Guang Lou

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

Testing Machine Learning Systems in Industry: An Empirical Study.

Shuyue Li, Jiaqi Guo, Jian-Guang Lou, Ming Fan, Ting Liu, Dongmei Zhang

Proceedings of the 44th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 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

Proceedings of the Tenth International Conference on Learning Representations, 2022

When Language Model Meets Private Library.

Daoguang Zan, Bei Chen, Zeqi Lin, Bei Guan, Yongji Wang, Jian-Guang Lou

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Reasoning Like Program Executors.

Xinyu Pi, Qian Liu, Bei Chen, Morteza Ziyadi, Zeqi Lin, Qiang Fu, Yan Gao, Jian-Guang Lou, Weizhu Chen

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Exploring the Secrets Behind the Learning Difficulty of Meaning Representations for Semantic Parsing.

Zhenwen Li, Jiaqi Guo, Qian Liu, Jian-Guang Lou, Tao Xie

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge.

Longxu Dou, Yan Gao, Xuqi Liu, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Min-Yen Kan, Jian-Guang Lou

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

AdapterShare: Task Correlation Modeling with Adapter Differentiation.

Zhi Chen, Bei Chen, Lu Chen, Kai Yu, Jian-Guang Lou

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training.

Qi Shi, Qian Liu, Bei Chen, Yu Zhang, Ting Liu, Jian-Guang Lou

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 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

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 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

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 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

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Coarse-to-Fine Generative Modeling for Graphic Layouts.

Zhaoyun Jiang, Shizhao Sun, Jihua Zhu, Jian-Guang Lou, Dongmei Zhang

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

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 Trans. Vis. Comput. Graph., 2021

Part & Whole Extraction: Towards A Deep Understanding of Quantitative Facts for Percentages in Text.

Lei Fang, Jian-Guang Lou

CoRR, 2021

TAPEX: Table Pre-training via Learning a Neural SQL Executor.

Qian Liu, Bei Chen, Jiaqi Guo, Zeqi Lin, Jian-Guang Lou

CoRR, 2021

AnaSearch: Extract, Retrieve and Visualize Structured Results from Unstructured Text for Analytical Queries.

Tongliang Li, Lei Fang, Jian-Guang Lou, Zhoujun Li, Dongmei Zhang

Proceedings of the WSDM '21, 2021

Can Neural Clone Detection Generalize to Unseen Functionalitiesƒ.

Chenyao Liu, Zeqi Lin, Jian-Guang Lou, Lijie Wen, Dongmei Zhang

Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 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

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Translating Headers of Tabular Data: A Pilot Study of Schema Translation.

Kunrui Zhu, Yan Gao, Jiaqi Guo, Jian-Guang Lou

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

TWT: Table with Written Text for Controlled Data-to-Text Generation.

Tongliang Li, Lei Fang, Jian-Guang Lou, Zhoujun Li

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Weakly Supervised Semantic Parsing by Learning from Mistakes.

Jiaqi Guo, Jian-Guang Lou, Ting Liu, Dongmei Zhang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing.

Qian Liu, Dejian Yang, Jiahui Zhang, Jiaqi Guo, Bin Zhou, Jian-Guang Lou

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 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

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 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

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 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

Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization.

Yinuo Guo, Hualei Zhu, Zeqi Lin, Bei Chen, Jian-Guang Lou, Dongmei Zhang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Iterative Utterance Segmentation for Neural Semantic Parsing.

Yinuo Guo, Zeqi Lin, Jian-Guang Lou, Dongmei Zhang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Text-to-Viz: Automatic Generation of Infographics from Proportion-Related Natural Language Statements.

Weiwei Cui, Xiaoyu Zhang, Yun Wang, He Huang, Bei Chen, Lei Fang, Haidong Zhang, Jian-Guang Lou, Dongmei Zhang

IEEE Trans. Vis. Comput. Graph., 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

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Hierarchical Poset Decoding for Compositional Generalization in Language.

Yinuo Guo, Zeqi Lin, Jian-Guang Lou, Dongmei Zhang

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 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

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

How Far are We from Effective Context Modeling? An Exploratory Study on Semantic Parsing in Context.

Qian Liu, Bei Chen, Jiaqi Guo, Jian-Guang Lou, Bin Zhou, Dongmei Zhang

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Automated bug reproduction from user reviews for Android applications.

Shuyue Li, Jiaqi Guo, Ming Fan, Jian-Guang Lou, Qinghua Zheng, Ting Liu

Proceedings of the ICSE-SEIP 2020: 42nd International Conference on Software Engineering, Software Engineering in Practice, Seoul, South Korea, 27 June, 2020

Incomplete Utterance Rewriting as Semantic Segmentation.

Qian Liu, Bei Chen, Jian-Guang Lou, Bin Zhou, Dongmei Zhang

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 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, Yan Zhang, Dongmei Zhang

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Benchmarking Meaning Representations in Neural Semantic Parsing.

Jiaqi Guo, Qian Liu, Jian-Guang Lou, Zhenwen Li, Xueqing Liu, Tao Xie, Ting Liu

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 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

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

A Hybrid Semantic Parsing Approach for Tabular Data Analysis.

Yan Gao, Jian-Guang Lou, Dongmei Zhang

CoRR, 2019

LambdaOpt: Learn to Regularize Recommender Models in Finer Levels.

Yihong Chen, Bei Chen, Xiangnan He, Chen Gao, Yong Li, Jian-Guang Lou, Yue Wang

CoRR, 2019

Robust log-based anomaly detection on unstable log data.

Xu Zhang, Yong Xu, Qingwei Lin, Bo Qiao, Hongyu Zhang, Yingnong Dang, Chunyu Xie, Xinsheng Yang, Qian Cheng, Ze Li, Junjie Chen, Xiaoting He, Randolph Yao, Jian-Guang Lou, Murali Chintalapati, Furao Shen, Dongmei Zhang

Proceedings of the ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 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

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Sara: self-replay augmented record and replay for Android in industrial cases.

Jiaqi Guo, Shuyue Li, Jian-Guang Lou, Zijiang Yang, Ting Liu

Proceedings of the 28th ACM SIGSOFT International Symposium on Software Testing and Analysis, 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

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 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

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Data-Anonymous Encoding for Text-to-SQL Generation.

Zhen Dong, Shizhao Sun, Hongzhi Liu, Jian-Guang Lou, Dongmei Zhang

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 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

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Leveraging Web Semantic Knowledge in Word Representation Learning.

Haoyan Liu, Lei Fang, Jian-Guang Lou, Zhoujun Li

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

FANDA: A Novel Approach to Perform Follow-Up Query Analysis.

Qian Liu, Bei Chen, Jian-Guang Lou, Ge Jin, Dongmei Zhang

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

QuanFuzz: Fuzz Testing of Quantum Program.

Jiyuan Wang, Ming Gao, Yu Jiang, Jian-Guang Lou, Yue Gao, Dongmei Zhang, Jiaguang Sun

CoRR, 2018

Improving Service Availability of Cloud Systems by Predicting Disk Error.

Yong Xu, Kaixin Sui, Randolph Yao, Hongyu Zhang, Qingwei Lin, Yingnong Dang, Peng Li, Keceng Jiang, Wenchi Zhang, Jian-Guang Lou, Murali Chintalapati, Dongmei Zhang

Proceedings of the 2018 USENIX Annual Technical Conference, 2018

Predicting Node failure in cloud service systems.

Qingwei Lin, Ken Hsieh, Yingnong Dang, Hongyu Zhang, Kaixin Sui, Yong Xu, Jian-Guang Lou, Chenggang Li, Youjiang Wu, Randolph Yao, Murali Chintalapati, Dongmei Zhang

Proceedings of the 2018 ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2018

Identifying impactful service system problems via log analysis.

Shilin He, Qingwei Lin, Jian-Guang Lou, Hongyu Zhang, Michael R. Lyu, Dongmei Zhang

Proceedings of the 2018 ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2018

BigIN4: Instant, Interactive Insight Identification for Multi-Dimensional Big Data.

Qingwei Lin, Weichen Ke, Jian-Guang Lou, Hongyu Zhang, Kaixin Sui, Yong Xu, Ziyi Zhou, Bo Qiao, Dongmei Zhang

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Learning-to-Ask: Knowledge Acquisition via 20 Questions.

Yihong Chen, Bei Chen, Xuguang Duan, Jian-Guang Lou, Yue Wang, Wenwu Zhu, Yong Cao

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

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

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Generating Regular Expressions from Natural Language Specifications: Are We There Yet?

Zexuan Zhong, Jiaqi Guo, Wei Yang, Tao Xie, Jian-Guang Lou, Ting Liu, Dongmei Zhang

Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Experience report on applying software analytics in incident management of online service.

Jian-Guang Lou, Qingwei Lin, Rui Ding, Qiang Fu, Dongmei Zhang, Tao Xie

Autom. Softw. Eng., 2017

2016

Roundtable: Research Opportunities and Challenges for Large-Scale Software Systems.

Xusheng Xiao, Jian-Guang Lou, Shan Lu, David C. Shepherd, Xin Peng, Qianxiang Wang

J. Comput. Sci. Technol., 2016

Log clustering based problem identification for online service systems.

Qingwei Lin, Hongyu Zhang, Jian-Guang Lou, Yu Zhang, Xuewei Chen

Proceedings of the 38th International Conference on Software Engineering, 2016

iDice: problem identification for emerging issues.

Qingwei Lin, Jian-Guang Lou, Hongyu Zhang, Dongmei Zhang

Proceedings of the 38th International Conference on Software Engineering, 2016

How to tame your online services.

Qingwei Lin, Jian-Guang Lou, Hongyu Zhang, Dongmei Zhang

Proceedings of the Perspectives on Data Science for Software Engineering, 2016

2015

Log2: A Cost-Aware Logging Mechanism for Performance Diagnosis.

Rui Ding, Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Qingwei Lin, Qiang Fu, Dongmei Zhang, Tao Xie

Proceedings of the 2015 USENIX Annual Technical Conference, 2015

CodeHow: Effective Code Search Based on API Understanding and Extended Boolean Model (E).

Fei Lv, Hongyu Zhang, Jian-Guang Lou, Shaowei Wang, Dongmei Zhang, Jianjun Zhao

Proceedings of the 30th IEEE/ACM International Conference on Automated Software Engineering, 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

Proceedings of the 37th IEEE/ACM International Conference on Software Engineering, 2015

2014

Querying sequential software engineering data.

Chengnian Sun, Haidong Zhang, Jian-Guang Lou, Hongyu Zhang, Qiang Wang, Dongmei Zhang, Siau-Cheng Khoo

Proceedings of the 22nd ACM SIGSOFT International Symposium on Foundations of Software Engineering, (FSE-22), Hong Kong, China, November 16, 2014

Correlating events with time series for incident diagnosis.

Chen Luo, Jian-Guang Lou, Qingwei Lin, Qiang Fu, Rui Ding, Dongmei Zhang, Zhe Wang

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Where do developers log? an empirical study on logging practices in industry.

Qiang Fu, Jieming Zhu, Wenlu Hu, Jian-Guang Lou, Rui Ding, Qingwei Lin, Dongmei Zhang, Tao Xie

Proceedings of the 36th International Conference on Software Engineering, 2014

Identifying Recurrent and Unknown Performance Issues.

Meng-Hui Lim, Jian-Guang Lou, Hongyu Zhang, Qiang Fu, Andrew Beng Jin Teoh, Qingwei Lin, Rui Ding, Dongmei Zhang

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Mining Historical Issue Repositories to Heal Large-Scale Online Service Systems.

Rui Ding, Qiang Fu, Jian-Guang Lou, Qingwei Lin, Dongmei Zhang, Tao Xie

Proceedings of the 44th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2014

2013

Software Analytics in Practice.

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

IEEE Softw., 2013

Contextual analysis of program logs for understanding system behaviors.

Qiang Fu, Jian-Guang Lou, Qingwei Lin, Rui Ding, Dongmei Zhang, Tao Xie

Proceedings of the 10th Working Conference on Mining Software Repositories, 2013

Software analytics for incident management of online services: An experience report.

Jian-Guang Lou, Qingwei Lin, Rui Ding, Qiang Fu, Dongmei Zhang, Tao Xie

Proceedings of the 2013 28th IEEE/ACM International Conference on Automated Software Engineering, 2013

2012

Performance Issue Diagnosis for Online Service Systems.

Qiang Fu, Jian-Guang Lou, Qingwei Lin, Rui Ding, Dongmei Zhang, Zihao Ye, Tao Xie

Proceedings of the IEEE 31st Symposium on Reliable Distributed Systems, 2012

Healing online service systems via mining historical issue repositories.

Rui Ding, Qiang Fu, Jian-Guang Lou, Qingwei Lin, Dongmei Zhang, Jiajun Shen, Tao Xie

Proceedings of the IEEE/ACM International Conference on Automated Software Engineering, 2012

2010

Mining dependency in distributed systems through unstructured logs analysis.

Jian-Guang Lou, Qiang Fu, Yi Wang, Jiang Li

ACM SIGOPS Oper. Syst. Rev., 2010

Mining Invariants from Console Logs for System Problem Detection.

Jian-Guang Lou, Qiang Fu, Shengqi Yang, Ye Xu, Jiang Li

Proceedings of the 2010 USENIX Annual Technical Conference, 2010

Mining program workflow from interleaved traces.

Jian-Guang Lou, Qiang Fu, Shengqi Yang, Jiang Li, Bin Wu

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

2009

Execution Anomaly Detection in Distributed Systems through Unstructured Log Analysis.

Qiang Fu, Jian-Guang Lou, Yi Wang, Jiang Li

Proceedings of the ICDM 2009, 2009

2007

Interactive Multiview Video Delivery Based on IP Multicast.

Jian-Guang Lou, Hua Cai, Jiang Li

Adv. Multim., 2007

Distributed Density Estimation Using Non-parametric Statistics.

Yusuo Hu, Hua Chen, Jian-Guang Lou, Jiang Li

Proceedings of the 27th IEEE International Conference on Distributed Computing Systems (ICDCS 2007), 2007

2006

An Effective Epipolar Geometry Assisted Motion Estimation Technique for Multi-View Image and Video Coding.

Jiangbo Lu, Hua Cai, Jian-Guang Lou, Jiang Li

Proceedings of the International Conference on Image Processing, 2006

2005

A real-time interactive multi-view video system.

Jian-Guang Lou, Hua Cai, Jiang Li

Proceedings of the 13th ACM International Conference on Multimedia, 2005