Jian-Guang Lou
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
88
Venues
22
Active years
2006–2026
Best venue rank
A*
Where they publish
Papers
88 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | KDD | HyFunc: Accelerating LLM-based Function Calls for Agentic AI through Hybrid-Model Cascade and Dynamic Templating. | Weibin Liao, Jian-Guang Lou, Haoyi Xiong |
| 2025 | ICLR | WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct. | Haipeng Luo, Qingfeng Sun, Can Xu, Pu Zhao, Jian-Guang Lou, Chongyang Tao, Xiubo Geng, Qingwei Lin, Shifeng Chen, Yansong Tang, Dongmei Zhang |
| 2025 | ICML | Are Large Language Models Ready for Multi-Turn Tabular Data Analysis? | Jinyang Li, Nan Huo, Yan Gao, Jiayi Shi, Yingxiu Zhao, Ge Qu, Bowen Qin, Yurong Wu, Xiaodong Li, Chenhao Ma, Jian-Guang Lou, Reynold Cheng |
| 2025 | KDD | AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation. | Mengkang Hu, Pu Zhao, Can Xu, Qingfeng Sun, Jian-Guang Lou, Qingwei Lin, Ping Luo, Saravan Rajmohan |
| 2024 | EMNLP | Can LLMs Learn From Mistakes? An Empirical Study on Reasoning Tasks. | Shengnan An, Zexiong Ma, Siqi Cai, Zeqi Lin, Nanning Zheng, Jian-Guang Lou, Weizhu Chen |
| 2024 | EMNLP | StraGo: Harnessing Strategic Guidance for Prompt Optimization. | Yurong Wu, Yan Gao, Bin Zhu, Zineng Zhou, Xiaodi Sun, Sheng Yang, Jian-Guang Lou, Zhiming Ding, Linjun Yang |
| 2024 | EMNLP | Re-Reading Improves Reasoning in Large Language Models. | Xiaohan Xu, Chongyang Tao, Tao Shen, Can Xu, Hongbo Xu, Guodong Long, Jian-Guang Lou, Shuai Ma |
| 2024 | EMNLP | AMPO: Automatic Multi-Branched Prompt Optimization. | Sheng Yang, Yurong Wu, Yan Gao, Zineng Zhou, Bin Zhu, Xiaodi Sun, Jian-Guang Lou, Zhiming Ding, Anbang Hu, Yuan Fang, Yunsong Li, Junyan Chen, Linjun Yang |
| 2024 | EMNLP | Automatic Instruction Evolving for Large Language Models. | Weihao Zeng, Can Xu, Yingxiu Zhao, Jian-Guang Lou, Weizhu Chen |
| 2024 | NAACL | E⁵: Zero-shot Hierarchical Table Analysis using Augmented LLMs via Explain, Extract, Execute, Exhibit and Extrapolate. | Zhehao Zhang, Yan Gao, Jian-Guang Lou |
| 2023 | AAAI | MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing. | Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Jian-Guang Lou |
| 2023 | ACL | How Do In-Context Examples Affect Compositional Generalization? | Shengnan An, Zeqi Lin, Qiang Fu, Bei Chen, Nanning Zheng, Jian-Guang Lou, Dongmei Zhang |
| 2023 | ACL | Making Language Models Better Reasoners with Step-Aware Verifier. | Yifei Li, Zeqi Lin, Shizhuo Zhang, Qiang Fu, Bei Chen, Jian-Guang Lou, Weizhu Chen |
| 2023 | ACL | Uncovering and Categorizing Social Biases in Text-to-SQL. | Yan Liu, Yan Gao, Zhe Su, Xiaokang Chen, Elliott Ash, Jian-Guang Lou |
| 2023 | ACL | Know What I don't Know: Handling Ambiguous and Unknown Questions for Text-to-SQL. | Bing Wang, Yan Gao, Zhoujun Li, Jian-Guang Lou |
| 2023 | ACL | TACR: A Table Alignment-based Cell Selection Method for HybridQA. | Jian Wu, Yicheng Xu, Yan Gao, Jian-Guang Lou, Brje Karlsson, Manabu Okumura |
| 2023 | ACL | Large Language Models Meet NL2Code: A Survey. | Daoguang Zan, Bei Chen, Fengji Zhang, Dianjie Lu, Bingchao Wu, Bei Guan, Yongji Wang, Jian-Guang Lou |
| 2023 | CIKM | 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 |
| 2023 | CVPR | 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 |
| 2023 | EMNLP | 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 |
| 2023 | EMNLP | 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 |
| 2023 | EMNLP | CRT-QA: A Dataset of Complex Reasoning Question Answering over Tabular Data. | Zhehao Zhang, Xitao Li, Yan Gao, Jian-Guang Lou |
| 2023 | EMNLP | Question Answering as Programming for Solving Time-Sensitive Questions. | Xinyu Zhu, Cheng Yang, Bei Chen, Siheng Li, Jian-Guang Lou, Yujiu Yang |
| 2023 | ICCV | LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models. | Junyi Zhang, Jiaqi Guo, Shizhao Sun, Jian-Guang Lou, Dongmei Zhang |
| 2023 | ICCV | 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 |
| 2023 | ICLR | Does Deep Learning Learn to Abstract? A Systematic Probing Framework. | Shengnan An, Zeqi Lin, Bei Chen, Qiang Fu, Nanning Zheng, Jian-Guang Lou |
| 2023 | ICLR | CodeT: Code Generation with Generated Tests. | Bei Chen, Fengji Zhang, Anh Nguyen, Daoguang Zan, Zeqi Lin, Jian-Guang Lou, Weizhu Chen |
| 2022 | AAAI | Coarse-to-Fine Generative Modeling for Graphic Layouts. | Zhaoyun Jiang, Shizhao Sun, Jihua Zhu, Jian-Guang Lou, Dongmei Zhang |
| 2022 | ACL | 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 |
| 2022 | ACL | 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 |
| 2022 | ACL | 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 |
| 2022 | EMNLP | LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training. | Qi Shi, Qian Liu, Bei Chen, Yu Zhang, Ting Liu, Jian-Guang Lou |
| 2022 | EMNLP | AdapterShare: Task Correlation Modeling with Adapter Differentiation. | Zhi Chen, Bei Chen, Lu Chen, Kai Yu, Jian-Guang Lou |
| 2022 | EMNLP | 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 |
| 2022 | EMNLP | Exploring the Secrets Behind the Learning Difficulty of Meaning Representations for Semantic Parsing. | Zhenwen Li, Jiaqi Guo, Qian Liu, Jian-Guang Lou, Tao Xie |
| 2022 | EMNLP | Reasoning Like Program Executors. | Xinyu Pi, Qian Liu, Bei Chen, Morteza Ziyadi, Zeqi Lin, Qiang Fu, Yan Gao, Jian-Guang Lou, Weizhu Chen |
| 2022 | EMNLP | When Language Model Meets Private Library. | Daoguang Zan, Bei Chen, Zeqi Lin, Bei Guan, Yongji Wang, Jian-Guang Lou |
| 2022 | ICLR | 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 |
| 2022 | IJCAI | 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 |
| 2022 | ICSE | Testing Machine Learning Systems in Industry: An Empirical Study. | Shuyue Li, Jiaqi Guo, Jian-Guang Lou, Ming Fan, Ting Liu, Dongmei Zhang |
| 2022 | ICSE | Nufix: Escape From NuGet Dependency Maze. | Zhenming Li, Ying Wang, Zeqi Lin, Shing-Chi Cheung, Jian-Guang Lou |
| 2022 | SIGdial | 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 |
| 2021 | AAAI | Iterative Utterance Segmentation for Neural Semantic Parsing. | Yinuo Guo, Zeqi Lin, Jian-Guang Lou, Dongmei Zhang |
| 2021 | AAAI | Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization. | Yinuo Guo, Hualei Zhu, Zeqi Lin, Bei Chen, Jian-Guang Lou, Dongmei Zhang |
| 2021 | ACL | 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 |
| 2021 | ACL | 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 |
| 2021 | ACL | 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 |
| 2021 | ACL | Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing. | Qian Liu, Dejian Yang, Jiahui Zhang, Jiaqi Guo, Bin Zhou, Jian-Guang Lou |
| 2021 | EMNLP | Weakly Supervised Semantic Parsing by Learning from Mistakes. | Jiaqi Guo, Jian-Guang Lou, Ting Liu, Dongmei Zhang |
| 2021 | EMNLP | TWT: Table with Written Text for Controlled Data-to-Text Generation. | Tongliang Li, Lei Fang, Jian-Guang Lou, Zhoujun Li |
| 2021 | EMNLP | Translating Headers of Tabular Data: A Pilot Study of Schema Translation. | Kunrui Zhu, Yan Gao, Jiaqi Guo, Jian-Guang Lou |
| 2021 | IJCAI | 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 |
| 2021 | WSDM | AnaSearch: Extract, Retrieve and Visualize Structured Results from Unstructured Text for Analytical Queries. | Tongliang Li, Lei Fang, Jian-Guang Lou, Zhoujun Li, Dongmei Zhang |
| 2020 | ACL | You Impress Me: Dialogue Generation via Mutual Persona Perception. | Qian Liu, Yihong Chen, Bei Chen, Jian-Guang Lou, Zixuan Chen, Bin Zhou, Dongmei Zhang |
| 2020 | EMNLP | Benchmarking Meaning Representations in Neural Semantic Parsing. | Jiaqi Guo, Qian Liu, Jian-Guang Lou, Zhenwen Li, Xueqing Liu, Tao Xie, Ting Liu |
| 2020 | EMNLP | "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 |
| 2020 | EMNLP | Incomplete Utterance Rewriting as Semantic Segmentation. | Qian Liu, Bei Chen, Jian-Guang Lou, Bin Zhou, Dongmei Zhang |
| 2020 | IJCAI | 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 |
| 2020 | IJCAI | 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 |
| 2020 | ICSE | Automated bug reproduction from user reviews for Android applications. | Shuyue Li, Jiaqi Guo, Ming Fan, Jian-Guang Lou, Qinghua Zheng, Ting Liu |
| 2019 | AAAI | FANDA: A Novel Approach to Perform Follow-Up Query Analysis. | Qian Liu, Bei Chen, Jian-Guang Lou, Ge Jin, Dongmei Zhang |
| 2019 | AAAI | Leveraging Web Semantic Knowledge in Word Representation Learning. | Haoyan Liu, Lei Fang, Jian-Guang Lou, Zhoujun Li |
| 2019 | ACL | 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 |
| 2019 | EMNLP | Data-Anonymous Encoding for Text-to-SQL Generation. | Zhen Dong, Shizhao Sun, Hongzhi Liu, Jian-Guang Lou, Dongmei Zhang |
| 2019 | EMNLP | 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 |
| 2019 | EMNLP | 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 |
| 2019 | ISSTA | Sara: self-replay augmented record and replay for Android in industrial cases. | Jiaqi Guo, Shuyue Li, Jian-Guang Lou, Zijiang Yang, Ting Liu |
| 2019 | KDD | λOpt: Learn to Regularize Recommender Models in Finer Levels. | Yihong Chen, Bei Chen, Xiangnan He, Chen Gao, Yong Li, Jian-Guang Lou, Yue Wang |
| 2018 | AAAI | 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 |
| 2018 | EMNLP | 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 |
| 2018 | KDD | Learning-to-Ask: Knowledge Acquisition via 20 Questions. | Yihong Chen, Bei Chen, Xuguang Duan, Jian-Guang Lou, Yue Wang, Wenwu Zhu, Yong Cao |
| 2018 | KDD | 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 |
| 2018 | USENIX | 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 |
| 2016 | ICSE | iDice: problem identification for emerging issues. | Qingwei Lin, Jian-Guang Lou, Hongyu Zhang, Dongmei Zhang |
| 2016 | ICSE | Log clustering based problem identification for online service systems. | Qingwei Lin, Hongyu Zhang, Jian-Guang Lou, Yu Zhang, Xuewei Chen |
| 2015 | ICSE | An Empirical Study on Quality Issues of Production Big Data Platform. | Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Haibo Lin, Haoxiang Lin, Tingting Qin |
| 2015 | USENIX | 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 |
| 2014 | DSN | Mining Historical Issue Repositories to Heal Large-Scale Online Service Systems. | Rui Ding, Qiang Fu, Jian-Guang Lou, Qingwei Lin, Dongmei Zhang, Tao Xie |
| 2014 | ICDM | 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 |
| 2014 | ICSE | 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 |
| 2014 | KDD | Correlating events with time series for incident diagnosis. | Chen Luo, Jian-Guang Lou, Qingwei Lin, Qiang Fu, Rui Ding, Dongmei Zhang, Zhe Wang |
| 2013 | MSR | Contextual analysis of program logs for understanding system behaviors. | Qiang Fu, Jian-Guang Lou, Qingwei Lin, Rui Ding, Dongmei Zhang, Tao Xie |
| 2012 | SRDS | Performance Issue Diagnosis for Online Service Systems. | Qiang Fu, Jian-Guang Lou, Qingwei Lin, Rui Ding, Dongmei Zhang, Zihao Ye, Tao Xie |
| 2010 | KDD | Mining program workflow from interleaved traces. | Jian-Guang Lou, Qiang Fu, Shengqi Yang, Jiang Li, Bin Wu |
| 2010 | USENIX | Mining Invariants from Console Logs for System Problem Detection. | Jian-Guang Lou, Qiang Fu, Shengqi Yang, Ye Xu, Jiang Li |
| 2009 | ICDM | Execution Anomaly Detection in Distributed Systems through Unstructured Log Analysis. | Qiang Fu, Jian-Guang Lou, Yi Wang, Jiang Li |
| 2007 | ICDCS | Distributed Density Estimation Using Non-parametric Statistics. | Yusuo Hu, Hua Chen, Jian-Guang Lou, Jiang Li |
| 2006 | ICIP | An Effective Epipolar Geometry Assisted Motion Estimation Technique for Multi-View Image and Video Coding. | Jiangbo Lu, Hua Cai, Jian-Guang Lou, Jiang Li |