A real-time interactive multi-view video system. - Jian-Guang Lou; Hua Cai; Jiang Li 008 (ACM Multimedia, 2005)

An Effective Epipolar Geometry Assisted Motion Estimation Technique for Multi-View Image and Video Coding. - Jiangbo Lu; Hua Cai; Jian-Guang Lou; Jiang Li 008 (ICIP, 2006)

Distributed Density Estimation Using Non-parametric Statistics. - Yusuo Hu; Hua Chen; Jian-Guang Lou; Jiang Li 008 (ICDCS, 2007)

Interactive Multiview Video Delivery Based on IP Multicast. - Jian-Guang Lou; Hua Cai; Jiang Li 008 (Adv. Multim., 2007)

Execution Anomaly Detection in Distributed Systems through Unstructured Log Analysis. - Qiang Fu 015; Jian-Guang Lou; Yi Wang 010; Jiang Li 008 (ICDM, 2009)

Mining program workflow from interleaved traces. - Jian-Guang Lou; Qiang Fu 015; Shengqi Yang; Jiang Li 008; Bin Wu 001 (KDD, 2010)

Mining Invariants from Console Logs for System Problem Detection. - Jian-Guang Lou; Qiang Fu 015; Shengqi Yang; Ye Xu; Jiang Li 008 (USENIX ATC, 2010)

Mining dependency in distributed systems through unstructured logs analysis. - Jian-Guang Lou; Qiang Fu 015; Yi Wang 010; Jiang Li 008 (ACM SIGOPS Oper. Syst. Rev., 2010)

Healing online service systems via mining historical issue repositories. - Rui Ding 001; Qiang Fu 015; Jian-Guang Lou; Qingwei Lin; Dongmei Zhang 001; Jiajun Shen; Tao Xie 001 (ASE, 2012)

Performance Issue Diagnosis for Online Service Systems. - Qiang Fu 015; Jian-Guang Lou; Qingwei Lin; Rui Ding 001; Dongmei Zhang 001; Zihao Ye; Tao Xie 001 (SRDS, 2012)

Software analytics for incident management of online services: An experience report. - Jian-Guang Lou; Qingwei Lin; Rui Ding 001; Qiang Fu 015; Dongmei Zhang 001; Tao Xie 001 (ASE, 2013)

Contextual analysis of program logs for understanding system behaviors. - Qiang Fu 015; Jian-Guang Lou; Qingwei Lin; Rui Ding 001; Dongmei Zhang 001; Tao Xie 001 (MSR, 2013)

Software Analytics in Practice. - Dongmei Zhang 001; Shi Han; Yingnong Dang; Jian-Guang Lou; Haidong Zhang; Tao Xie 001 (IEEE Softw., 2013)

Mining Historical Issue Repositories to Heal Large-Scale Online Service Systems. - Rui Ding 001; Qiang Fu 015; Jian-Guang Lou; Qingwei Lin; Dongmei Zhang 001; Tao Xie 001 (DSN, 2014)

Identifying Recurrent and Unknown Performance Issues. - Meng-Hui Lim; Jian-Guang Lou; Hongyu Zhang 002; Qiang Fu 015; Andrew Beng Jin Teoh; Qingwei Lin; Rui Ding 001; Dongmei Zhang 001 (ICDM, 2014)

Where do developers log? an empirical study on logging practices in industry. - Qiang Fu 015; Jieming Zhu; Wenlu Hu; Jian-Guang Lou; Rui Ding 001; Qingwei Lin; Dongmei Zhang 001; Tao Xie 001 (ICSE Companion, 2014)

Correlating events with time series for incident diagnosis. - Chen Luo; Jian-Guang Lou; Qingwei Lin; Qiang Fu 015; Rui Ding 001; Dongmei Zhang 001; Zhe Wang 007 (KDD, 2014)

Querying sequential software engineering data. - Chengnian Sun; Haidong Zhang; Jian-Guang Lou; Hongyu Zhang 002; Qiang Wang; Dongmei Zhang 001; Siau-Cheng Khoo (SIGSOFT FSE, 2014)

An Empirical Study on Quality Issues of Production Big Data Platform. - Hucheng Zhou; Jian-Guang Lou; Hongyu Zhang 002; Haibo Lin; Haoxiang Lin; Tingting Qin (ICSE (2), 2015)

CodeHow: Effective Code Search Based on API Understanding and Extended Boolean Model (E). - Fei Lv 002; Hongyu Zhang 002; Jian-Guang Lou; Shaowei Wang 002; Dongmei Zhang 001; Jianjun Zhao 001 (ASE, 2015)

Log2: A Cost-Aware Logging Mechanism for Performance Diagnosis. - Rui Ding 001; Hucheng Zhou; Jian-Guang Lou; Hongyu Zhang 002; Qingwei Lin; Qiang Fu 015; Dongmei Zhang 001; Tao Xie 001 (USENIX ATC, 2015)

How to tame your online services. - Qingwei Lin; Jian-Guang Lou; Hongyu Zhang 002; Dongmei Zhang 001 (Perspectives on Data Science for Software Engineering, 2016)

iDice: problem identification for emerging issues. - Qingwei Lin; Jian-Guang Lou; Hongyu Zhang 002; Dongmei Zhang 001 (ICSE, 2016)

Log clustering based problem identification for online service systems. - Qingwei Lin; Hongyu Zhang 002; Jian-Guang Lou; Yu Zhang; Xuewei Chen (ICSE (Companion Volume), 2016)

Roundtable: Research Opportunities and Challenges for Large-Scale Software Systems. - Xusheng Xiao; Jian-Guang Lou; Shan Lu 001; David C. Shepherd; Xin Peng 001; Qianxiang Wang (J. Comput. Sci. Technol., 2016)

Experience report on applying software analytics in incident management of online service. - Jian-Guang Lou; Qingwei Lin; Rui Ding 001; Qiang Fu 015; Dongmei Zhang 001; Tao Xie 001 (Autom. Softw. Eng., 2017)

Generating Regular Expressions from Natural Language Specifications: Are We There Yet? - Zexuan Zhong; Jiaqi Guo; Wei Yang 013; Tao Xie 001; Jian-Guang Lou; Ting Liu 002; Dongmei Zhang 001 (AAAI Workshops, 2018)

SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications. - Zexuan Zhong; Jiaqi Guo; Wei Yang 013; Jian Peng 001; Tao Xie 001; Jian-Guang Lou; Ting Liu 002; Dongmei Zhang 001 (EMNLP, 2018)

Learning-to-Ask: Knowledge Acquisition via 20 Questions. - Yihong Chen; Bei Chen; Xuguang Duan; Jian-Guang Lou; Yue Wang 007; Wenwu Zhu 001; Yong Cao (KDD, 2018)

BigIN4: Instant, Interactive Insight Identification for Multi-Dimensional Big Data. - Qingwei Lin; Weichen Ke; Jian-Guang Lou; Hongyu Zhang 002; Kaixin Sui; Yong Xu 010; Ziyi Zhou; Bo Qiao 001; Dongmei Zhang 001 (KDD, 2018)

Identifying impactful service system problems via log analysis. - Shilin He; Qingwei Lin; Jian-Guang Lou; Hongyu Zhang 002; Michael R. Lyu; Dongmei Zhang 001 (ESEC/SIGSOFT FSE, 2018)

Predicting Node failure in cloud service systems. - Qingwei Lin; Ken Hsieh; Yingnong Dang; Hongyu Zhang 002; Kaixin Sui; Yong Xu 010; Jian-Guang Lou; Chenggang Li; Youjiang Wu; Randolph Yao; Murali Chintalapati; Dongmei Zhang 001 (ESEC/SIGSOFT FSE, 2018)

Improving Service Availability of Cloud Systems by Predicting Disk Error. - Yong Xu 010; Kaixin Sui; Randolph Yao; Hongyu Zhang 002; Qingwei Lin; Yingnong Dang; Peng Li 062; Keceng Jiang; Wenchi Zhang; Jian-Guang Lou; Murali Chintalapati; Dongmei Zhang 001 (USENIX ATC, 2018)

QuanFuzz: Fuzz Testing of Quantum Program. - Jiyuan Wang; Ming Gao; Yu Jiang 001; Jian-Guang Lou; Yue Gao 002; Dongmei Zhang 001; Jiaguang Sun 001 (CoRR, 2018)

FANDA: A Novel Approach to Perform Follow-Up Query Analysis. - Qian Liu; Bei Chen; Jian-Guang Lou; Ge Jin; Dongmei Zhang 001 (AAAI, 2019)

Leveraging Web Semantic Knowledge in Word Representation Learning. - Haoyan Liu; Lei Fang 004; Jian-Guang Lou; Zhoujun Li 001 (AAAI, 2019)

Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation. - Jiaqi Guo; Zecheng Zhan; Yan Gao 002; Yan Xiao; Jian-Guang Lou; Ting Liu 002; Dongmei Zhang 001 (ACL (1), 2019)

Data-Anonymous Encoding for Text-to-SQL Generation. - Zhen Dong; Shizhao Sun; Hongzhi Liu 001; Jian-Guang Lou; Dongmei Zhang 001 (EMNLP/IJCNLP (1), 2019)

A Split-and-Recombine Approach for Follow-up Query Analysis. - Qian Liu; Bei Chen; Haoyan Liu; Jian-Guang Lou; Lei Fang 004; Bin Zhou; Dongmei Zhang 001 (EMNLP/IJCNLP (1), 2019)

Leveraging Adjective-Noun Phrasing Knowledge for Comparison Relation Prediction in Text-to-SQL. - Haoyan Liu; Lei Fang 004; Qian Liu; Bei Chen; Jian-Guang Lou; Zhoujun Li 001 (EMNLP/IJCNLP (1), 2019)

Sara: self-replay augmented record and replay for Android in industrial cases. - Jiaqi Guo; Shuyue Li; Jian-Guang Lou; Zijiang Yang 006; Ting Liu 002 (ISSTA, 2019)

λOpt: Learn to Regularize Recommender Models in Finer Levels. - Yihong Chen; Bei Chen; Xiangnan He 001; Chen Gao 001; Yong Li 008; Jian-Guang Lou; Yue Wang 007 (KDD, 2019)

Robust log-based anomaly detection on unstable log data. - Xu Zhang 024; Yong Xu 010; Qingwei Lin; Bo Qiao 001; Hongyu Zhang 002; Yingnong Dang; Chunyu Xie; Xinsheng Yang; Qian Cheng; Ze Li 005; Junjie Chen 003; Xiaoting He 003; et al. (ESEC/SIGSOFT FSE, 2019)

LambdaOpt: Learn to Regularize Recommender Models in Finer Levels. - Yihong Chen; Bei Chen; Xiangnan He 001; Chen Gao 001; Yong Li 008; Jian-Guang Lou; Yue Wang 007 (CoRR, 2019)

A Hybrid Semantic Parsing Approach for Tabular Data Analysis. - Yan Gao 002; Jian-Guang Lou; Dongmei Zhang 001 (CoRR, 2019)

You Impress Me: Dialogue Generation via Mutual Persona Perception. - Qian Liu; Yihong Chen; Bei Chen; Jian-Guang Lou; Zixuan Chen; Bin Zhou; Dongmei Zhang 001 (ACL, 2020)

Benchmarking Meaning Representations in Neural Semantic Parsing. - Jiaqi Guo; Qian Liu; Jian-Guang Lou; Zhenwen Li; Xueqing Liu 001; Tao Xie 001; Ting Liu 002 (EMNLP (1), 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 002; Jian-Guang Lou; Yan Zhang 117; Dongmei Zhang 001 (EMNLP (1), 2020)

Incomplete Utterance Rewriting as Semantic Segmentation. - Qian Liu; Bei Chen; Jian-Guang Lou; Bin Zhou; Dongmei Zhang 001 (EMNLP (1), 2020)

Automated bug reproduction from user reviews for Android applications. - Shuyue Li; Jiaqi Guo; Ming Fan 002; Jian-Guang Lou; Qinghua Zheng; Ting Liu 002 (ICSE (SEIP), 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 001 (IJCAI, 2020)

RECPARSER: A Recursive Semantic Parsing Framework for Text-to-SQL Task. - Yu Zeng; Yan Gao 002; Jiaqi Guo; Bei Chen; Qian Liu; Jian-Guang Lou; Fei Teng 001; Dongmei Zhang 001 (IJCAI, 2020)

Hierarchical Poset Decoding for Compositional Generalization in Language. - Yinuo Guo; Zeqi Lin; Jian-Guang Lou; Dongmei Zhang 001 (NeurIPS, 2020)

Compositional Generalization by Learning Analytical Expressions. - Qian Liu; Shengnan An; Jian-Guang Lou; Bei Chen; Zeqi Lin; Yan Gao 002; Bin Zhou; Nanning Zheng 001; Dongmei Zhang 001 (NeurIPS, 2020)

Text-to-Viz: Automatic Generation of Infographics from Proportion-Related Natural Language Statements. - Weiwei Cui 001; Xiaoyu Zhang 014; Yun Wang 012; He Huang; Bei Chen; Lei Fang 004; Haidong Zhang; Jian-Guang Lou; Dongmei Zhang 001 (IEEE Trans. Vis. Comput. Graph., 2020)

Iterative Utterance Segmentation for Neural Semantic Parsing. - Yinuo Guo; Zeqi Lin; Jian-Guang Lou; Dongmei Zhang 001 (AAAI, 2021)

Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization. - Yinuo Guo; Hualei Zhu; Zeqi Lin; Bei Chen; Jian-Guang Lou; Dongmei Zhang 001 (AAAI, 2021)

ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering. - Shuang Chen 003; Qian Liu; Zhiwei Yu; Chin-Yew Lin; Jian-Guang Lou; Feng Jiang 001 (ACL (demo), 2021)

Chase: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL. - Jiaqi Guo; Ziliang Si; Yu Wang 093; Qian Liu; Ming Fan 002; Jian-Guang Lou; Zijiang Yang 006; Ting Liu 002 (ACL/IJCNLP (1), 2021)

Learning Algebraic Recombination for Compositional Generalization. - Chenyao Liu; Shengnan An; Zeqi Lin; Qian Liu; Bei Chen; Jian-Guang Lou; Lijie Wen 001; Nanning Zheng 001; Dongmei Zhang 001 (ACL/IJCNLP (Findings), 2021)

Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing. - Qian Liu; Dejian Yang; Jiahui Zhang; Jiaqi Guo; Bin Zhou; Jian-Guang Lou (ACL/IJCNLP (Findings), 2021)

Weakly Supervised Semantic Parsing by Learning from Mistakes. - Jiaqi Guo; Jian-Guang Lou; Ting Liu 002; Dongmei Zhang 001 (EMNLP (Findings), 2021)

TWT: Table with Written Text for Controlled Data-to-Text Generation. - Tongliang Li; Lei Fang 004; Jian-Guang Lou; Zhoujun Li 001 (EMNLP (Findings), 2021)

Translating Headers of Tabular Data: A Pilot Study of Schema Translation. - Kunrui Zhu; Yan Gao 002; Jiaqi Guo; Jian-Guang Lou (EMNLP (1), 2021)

Keep the Structure: A Latent Shift-Reduce Parser for Semantic Parsing. - Yuntao Li; Bei Chen; Qian Liu; Yan Gao 002; Jian-Guang Lou; Yan Zhang 117; Dongmei Zhang 001 (IJCAI, 2021)

Can Neural Clone Detection Generalize to Unseen Functionalitiesƒ. - Chenyao Liu; Zeqi Lin; Jian-Guang Lou; Lijie Wen 001; Dongmei Zhang 001 (ASE, 2021)

AnaSearch: Extract, Retrieve and Visualize Structured Results from Unstructured Text for Analytical Queries. - Tongliang Li; Lei Fang 004; Jian-Guang Lou; Zhoujun Li 001; Dongmei Zhang 001 (WSDM, 2021)

Part & Whole Extraction: Towards A Deep Understanding of Quantitative Facts for Percentages in Text. - Lei Fang 004; Jian-Guang Lou (CoRR, 2021)

Retrieve-Then-Adapt: Example-based Automatic Generation for Proportion-related Infographics. - Chunyao Qian; Shizhao Sun; Weiwei Cui 001; Jian-Guang Lou; Haidong Zhang; Dongmei Zhang 001 (IEEE Trans. Vis. Comput. Graph., 2021)

Coarse-to-Fine Generative Modeling for Graphic Layouts. - Zhaoyun Jiang; Shizhao Sun; Jihua Zhu; Jian-Guang Lou; Dongmei Zhang 001 (AAAI, 2022)

HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation. - Zhoujun Cheng; Haoyu Dong 001; Zhiruo Wang; Ran Jia; Jiaqi Guo; Yan Gao 002; Shi Han; Jian-Guang Lou; Dongmei Zhang 001 (ACL (1), 2022)

Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation. - Xinyu Pi; Bing Wang; Yan Gao 002; Jiaqi Guo; Zhoujun Li 001; Jian-Guang Lou (ACL (1), 2022)

GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding. - Libo Qin 001; Qiguang Chen; Tianbao Xie; Qixin Li; Jian-Guang Lou; Wanxiang Che; Min-Yen Kan (ACL (1), 2022)

LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training. - Qi Shi 002; Qian Liu; Bei Chen; Yu Zhang 030; Ting Liu 001; Jian-Guang Lou (EMNLP (Findings), 2022)

AdapterShare: Task Correlation Modeling with Adapter Differentiation. - Zhi Chen 006; Bei Chen; Lu Chen 002; Kai Yu 004; Jian-Guang Lou (EMNLP, 2022)

Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge. - Longxu Dou; Yan Gao 002; Xuqi Liu; Mingyang Pan; Dingzirui Wang; Wanxiang Che; Dechen Zhan; Min-Yen Kan; Jian-Guang Lou (EMNLP, 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 001 (EMNLP, 2022)

Reasoning Like Program Executors. - Xinyu Pi; Qian Liu; Bei Chen; Morteza Ziyadi; Zeqi Lin; Qiang Fu; Yan Gao 002; Jian-Guang Lou; Weizhu Chen (EMNLP, 2022)

When Language Model Meets Private Library. - Daoguang Zan; Bei Chen; Zeqi Lin; Bei Guan; Yongji Wang 002; Jian-Guang Lou (EMNLP (Findings), 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)

Testing Machine Learning Systems in Industry: An Empirical Study. - Shuyue Li; Jiaqi Guo; Jian-Guang Lou; Ming Fan 002; Ting Liu 002; Dongmei Zhang 001 (ICSE (SEIP), 2022)

Nufix: Escape From NuGet Dependency Maze. - Zhenming Li; Ying Wang 038; Zeqi Lin; Shing-Chi Cheung; Jian-Guang Lou (ICSE, 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 002; Weizhu Chen; Jian-Guang Lou (IJCAI, 2022)

LogiGAN: Learning Logical Reasoning via Adversarial Pre-training. - Xinyu Pi; Wanjun Zhong; Yan Gao 002; Nan Duan; Jian-Guang Lou (NeurIPS, 2022)

UniDU: Towards A Unified Generative Dialogue Understanding Framework. - Zhi Chen 006; Lu Chen 002; Bei Chen; Libo Qin 001; Yuncong Liu; Su Zhu; Jian-Guang Lou; Kai Yu 004 (SIGDIAL, 2022)

LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training. - Qi Shi 002; Qian Liu; Bei Chen; Yu Zhang 030; Ting Liu 002; Jian-Guang Lou (CoRR, 2022)

Input-Tuning: Adapting Unfamiliar Inputs to Frozen Pretrained Models. - Shengnan An; Yifei Li 005; Zeqi Lin; Qian Liu; Bei Chen; Qiang Fu 015; Weizhu Chen; Nanning Zheng 001; Jian-Guang Lou (CoRR, 2022)

UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL. - Longxu Dou; Yan Gao 002; Mingyang Pan; Dingzirui Wang; Jian-Guang Lou; Wanxiang Che; Dechen Zhan (CoRR, 2022)

DialogZoo: Large-Scale Dialog-Oriented Task Learning. - Zhi Chen 006; Jijia Bao; Lu Chen 002; Yuncong Liu; Da Ma; Bei Chen; Mengyue Wu; Su Zhu; Jian-Guang Lou; Kai Yu 004 (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)

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 006; Jian-Guang Lou; Dongmei Zhang 001 (CoRR, 2022)

Know What I don't Know: Handling Ambiguous and Unanswerable Questions for Text-to-SQL. - Bing Wang; Yan Gao 002; Zhoujun Li 001; Jian-Guang Lou (CoRR, 2022)

When Neural Model Meets NL2Code: A Survey. - Daoguang Zan; Bei Chen; Fengji Zhang; Dianjie Lu; Bingchao Wu; Bei Guan; Yongji Wang 002; Jian-Guang Lou (CoRR, 2022)

How to manage a task-oriented virtual assistant software project: an experience report. - Shuyue Li; Jiaqi Guo; Yan Gao 002; Jian-Guang Lou; Dejian Yang; Yan Xiao; Yadong Zhou; Ting Liu 002 (Frontiers Inf. Technol. Electron. Eng., 2022)

MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing. - Longxu Dou; Yan Gao 002; Mingyang Pan; Dingzirui Wang; Wanxiang Che; Dechen Zhan; Jian-Guang Lou (AAAI, 2023)

How Do In-Context Examples Affect Compositional Generalization? - Shengnan An; Zeqi Lin; Qiang Fu 015; Bei Chen; Nanning Zheng 001; Jian-Guang Lou; Dongmei Zhang 001 (ACL (1), 2023)

Making Language Models Better Reasoners with Step-Aware Verifier. - Yifei Li 005; Zeqi Lin; Shizhuo Zhang; Qiang Fu 015; Bei Chen; Jian-Guang Lou; Weizhu Chen (ACL (1), 2023)

Uncovering and Categorizing Social Biases in Text-to-SQL. - Yan Liu 002; Yan Gao 002; Zhe Su; Xiaokang Chen; Elliott Ash; Jian-Guang Lou (ACL (1), 2023)

Know What I don't Know: Handling Ambiguous and Unknown Questions for Text-to-SQL. - Bing Wang; Yan Gao 002; Zhoujun Li 001; Jian-Guang Lou (ACL (Findings), 2023)

TACR: A Table Alignment-based Cell Selection Method for HybridQA. - Jian Wu 037; Yicheng Xu; Yan Gao 002; Jian-Guang Lou; Börje Karlsson 001; Manabu Okumura (ACL (Findings), 2023)

Large Language Models Meet NL2Code: A Survey. - Daoguang Zan; Bei Chen; Fengji Zhang; Dianjie Lu; Bingchao Wu; Bei Guan; Yongji Wang 002; Jian-Guang Lou (ACL (1), 2023)

Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method for Pre-trained Language Models. - Yuyan Chen; Qiang Fu 015; Ge Fan; Lun Du; Jian-Guang Lou; Shi Han; Dongmei Zhang 001; Zhixu Li; Yanghua Xiao (CIKM, 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 001 (CVPR, 2023)

Skill-Based Few-Shot Selection for In-Context Learning. - Shengnan An; Bo Zhou; Zeqi Lin; Qiang Fu 015; Bei Chen; Nanning Zheng 001; Weizhu Chen; Jian-Guang Lou (EMNLP, 2023)

RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation. - Fengji Zhang; Bei Chen; Yue Zhang; Jacky Keung; Jin Liu 016; Daoguang Zan; Yi Mao; Jian-Guang Lou; Weizhu Chen (EMNLP, 2023)

CRT-QA: A Dataset of Complex Reasoning Question Answering over Tabular Data. - Zhehao Zhang 001; Xitao Li; Yan Gao 002; Jian-Guang Lou (EMNLP, 2023)

Question Answering as Programming for Solving Time-Sensitive Questions. - Xinyu Zhu; Cheng Yang 007; Bei Chen; Siheng Li; Jian-Guang Lou; Yujiu Yang (EMNLP, 2023)

LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models. - Junyi Zhang 004; Jiaqi Guo; Shizhao Sun; Jian-Guang Lou; Dongmei Zhang 001 (ICCV, 2023)

A Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions. - Jiawei Lin; Jiaqi Guo; Shizhao Sun; Weijiang Xu; Ting Liu 002; Jian-Guang Lou; Dongmei Zhang 001 (ICCV, 2023)

Does Deep Learning Learn to Abstract? A Systematic Probing Framework. - Shengnan An; Zeqi Lin; Bei Chen; Qiang Fu 015; Nanning Zheng 001; Jian-Guang Lou (ICLR, 2023)

CodeT: Code Generation with Generated Tests. - Bei Chen; Fengji Zhang; Anh Nguyen; Daoguang Zan; Zeqi Lin; Jian-Guang Lou; Weizhu Chen (ICLR, 2023)

LayoutPrompter: Awaken the Design Ability of Large Language Models. - Jiawei Lin; Jiaqi Guo; Shizhao Sun; Zijiang Yang 006; Jian-Guang Lou; Dongmei Zhang 001 (NeurIPS, 2023)

Uncovering and Quantifying Social Biases in Code Generation. - Yan Liu 002; Xiaokang Chen; Yan Gao 002; Zhe Su; Fengji Zhang; Daoguang Zan; Jian-Guang Lou; Pin-Yu Chen; Tsung-Yi Ho (NeurIPS, 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)

TACR: A Table-alignment-based Cell-selection and Reasoning Model for Hybrid Question-Answering. - Jian Wu 037; Yicheng Xu; Yan Gao 002; Jian-Guang Lou; Börje F. Karlsson; Manabu Okumura (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 001 (CoRR, 2023)

Learning From Mistakes Makes LLM Better Reasoner. - Shengnan An; Zexiong Ma; Zeqi Lin; Nanning Zheng 001; Jian-Guang Lou; Weizhu Chen (CoRR, 2023)

Retro-BLEU: Quantifying Chemical Plausibility of Retrosynthesis Routes through Reaction Template Sequence Analysis. - Junren Li; Lei Fang 004; Jian-Guang Lou (CoRR, 2023)

Thread of Thought Unraveling Chaotic Contexts. - Yucheng Zhou 001; Xiubo Geng; Tao Shen 001; Chongyang Tao; Guodong Long; Jian-Guang Lou; Jianbing Shen (CoRR, 2023)

Data Transformation to Construct a Dataset for Generating Entity-Relationship Model from Natural Language. - Zhenwen Li; Jian-Guang Lou; Tao Xie 001 (CoRR, 2023)

RetroRanker: leveraging reaction changes to improve retrosynthesis prediction through re-ranking. - Junren Li; Lei Fang 004; Jian-Guang Lou (J. Cheminformatics, 2023)

UniSAr: a unified structure-aware autoregressive language model for text-to-SQL semantic parsing. - Longxu Dou; Yan Gao 002; Mingyang Pan; Dingzirui Wang; Wanxiang Che; Jian-Guang Lou; Dechen Zhan (Int. J. Mach. Learn. Cybern., 2023)

Can LLMs Learn From Mistakes? An Empirical Study on Reasoning Tasks. - Shengnan An; Zexiong Ma; Siqi Cai; Zeqi Lin; Nanning Zheng 001; Jian-Guang Lou; Weizhu Chen (EMNLP (Findings), 2024)

StraGo: Harnessing Strategic Guidance for Prompt Optimization. - Yurong Wu; Yan Gao; Bin Zhu 008; Zineng Zhou; Xiaodi Sun; Sheng Yang; Jian-Guang Lou; Zhiming Ding; Linjun Yang (EMNLP (Findings), 2024)

Re-Reading Improves Reasoning in Large Language Models. - Xiaohan Xu; Chongyang Tao; Tao Shen 001; Can Xu; Hongbo Xu; Guodong Long; Jian-Guang Lou; Shuai Ma 001 (EMNLP, 2024)

AMPO: Automatic Multi-Branched Prompt Optimization. - Sheng Yang; Yurong Wu; Yan Gao; Zineng Zhou; Bin Zhu 008; Xiaodi Sun; Jian-Guang Lou; Zhiming Ding; Anbang Hu; Yuan Fang; Yunsong Li; Junyan Chen; et al. (EMNLP, 2024)

Automatic Instruction Evolving for Large Language Models. - Weihao Zeng; Can Xu; Yingxiu Zhao; Jian-Guang Lou; Weizhu Chen (EMNLP, 2024)

IconDM: Text-Guided Icon Set Expansion Using Diffusion Models. - Jiawei Lin; Zhaoyun Jiang; Jiaqi Guo; Shizhao Sun; Ting Liu 002; Zijiang Yang 006; Jian-Guang Lou; Dongmei Zhang 001 (ACM Multimedia, 2024)

E⁵: Zero-shot Hierarchical Table Analysis using Augmented LLMs via Explain, Extract, Execute, Exhibit and Extrapolate. - Zhehao Zhang 001; Yan Gao 002; Jian-Guang Lou (NAACL-HLT, 2024)

Make Your LLM Fully Utilize the Context. - Shengnan An; Zexiong Ma; Zeqi Lin; Nanning Zheng 001; Jian-Guang Lou; Weizhu Chen (NeurIPS, 2024)

WizardArena: Post-training Large Language Models via Simulated Offline Chatbot Arena. - Haipeng Luo; Qingfeng Sun; Can Xu; Pu Zhao 004; Qingwei Lin; Jian-Guang Lou; Shifeng Chen; Yansong Tang; Weizhu Chen (NeurIPS, 2024)

Tapilot-Crossing: Benchmarking and Evolving LLMs Towards Interactive Data Analysis Agents. - Jinyang Li 003; Nan Huo; Yan Gao; Jiayi Shi; Yingxiu Zhao; Ge Qu; Yurong Wu; Chenhao Ma 001; Jian-Guang Lou; Reynold Cheng (CoRR, 2024)

Make Your LLM Fully Utilize the Context. - Shengnan An; Zexiong Ma; Zeqi Lin; Nanning Zheng 001; Jian-Guang Lou (CoRR, 2024)

Large Action Models: From Inception to Implementation. - Lu Wang 029; Fangkai Yang; Chaoyun Zhang; Junting Lu; Jiaxu Qian; Shilin He; Pu Zhao 004; Bo Qiao 001; Ray Huang; Si Qin; Qisheng Su; Jiayi Ye; et al. (CoRR, 2024)

Dehallucinating Parallel Context Extension for Retrieval-Augmented Generation. - Zexiong Ma; Shengnan An; Zeqi Lin; Yanzhen Zou; Jian-Guang Lou; Bing Xie (CoRR, 2024)

WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct. - Haipeng Luo; Qingfeng Sun; Can Xu; Pu Zhao 004; Jian-Guang Lou; Chongyang Tao; Xiubo Geng; Qingwei Lin; Shifeng Chen; Yansong Tang; Dongmei Zhang 001 (ICLR, 2025)

AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation. - Mengkang Hu; Pu Zhao 004; Can Xu; Qingfeng Sun; Jian-Guang Lou; Qingwei Lin; Ping Luo 002; Saravan Rajmohan (KDD (1), 2025)

DFM: Dialogue foundation model for universal large-scale dialogue-oriented task learning. - Zhi Chen 006; Da Ma; Hanqi Li; Lu Chen 002; Jiabao Ji; Yuncong Liu; Bei Chen; Mengyue Wu; Su Zhu; Xin Dong; Fujiang Ge; Qingliang Miao; et al. (AI Open, 2025)

Large Action Models: From Inception to Implementation. - Lu Wang 029; Fangkai Yang; Chaoyun Zhang; Junting Lu; Jiaxu Qian; Shilin He; Pu Zhao 004; Bo Qiao 001; He Huang; Si Qin; Qisheng Su; Jiayi Ye; et al. (Trans. Mach. Learn. Res., 2025)

Explainable automated debugging via large language model-driven scientific debugging. - Sungmin Kang; Bei Chen; Shin Yoo; Jian-Guang Lou (Empir. Softw. Eng., 2025)

UFO2: The Desktop AgentOS. - Chaoyun Zhang; He Huang; Chiming Ni; Jian Mu; Si Qin; Shilin He; Lu Wang 029; Fangkai Yang; Pu Zhao 004; Chao Du; Liqun Li; Yu Kang 006; et al. (CoRR, 2025)