Jian-Guang Lou

188 papers A* 54A 6B 3Journal 81Unranked 43

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	HyFunc: Accelerating LLM-based Function Calls for Agentic AI through Hybrid-Model Cascade and Dynamic Templating. KDD (1) Weibin Liao, Jian-Guang Lou, Haoyi Xiong
2026	J	`jnl`	HyFunc: Accelerating LLM-based Function Calls for Agentic AI through Hybrid-Model Cascade and Dynamic Templating. CoRR Weibin Liao, Jian-Guang Lou, Haoyi Xiong
2025	—	`conf`	AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation. KDD (1) Mengkang Hu, Pu Zhao, Can Xu, Qingfeng Sun, Jian-Guang Lou, Qingwei Lin, Ping Luo, Saravan Rajmohan
2025	A*	`conf`	Are Large Language Models Ready for Multi-Turn Tabular Data Analysis? ICML 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	J	`jnl`	DFM: Dialogue foundation model for universal large-scale dialogue-oriented task learning. AI Open Zhi Chen, Da Ma, Hanqi Li, Lu Chen, Jiabao Ji, Yuncong Liu, Bei Chen, Mengyue Wu, Su Zhu, Xin Dong, Fujiang Ge, Qingliang Miao, Jian-Guang Lou, Shuai Fan, Kai Yu
2025	J	`jnl`	Evaluating LLM-based Agents for Multi-Turn Conversations: A Survey. CoRR Shengyue Guan, Haoyi Xiong, Jindong Wang, Jiang Bian, Bin Zhu, Jian-Guang Lou
2025	J	`jnl`	Explainable automated debugging via large language model-driven scientific debugging. Empir. Softw. Eng. Sungmin Kang, Bei Chen, Shin Yoo, Jian-Guang Lou
2025	A*	`conf`	Illustration Layout Generation for Slide Enhancement with Pixel-based Diffusion Model. ACM Multimedia Zhaoyun Jiang, Jiaqi Guo, Shakie Liu, Chao Han, Ting Liu, Jian-Guang Lou, Dongmei Zhang
2025	J	`jnl`	Large Action Models: From Inception to Implementation. Trans. Mach. Learn. Res. Lu Wang, Fangkai Yang, Chaoyun Zhang, Junting Lu, Jiaxu Qian, Shilin He, Pu Zhao, Bo Qiao, He Huang, Si Qin, Qisheng Su, Jiayi Ye, Yudi Zhang, Jian-Guang Lou, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang
2025	J	`jnl`	UFO2: The Desktop AgentOS. CoRR Chaoyun Zhang, He Huang, Chiming Ni, Jian Mu, Si Qin, Shilin He, Lu Wang, Fangkai Yang, Pu Zhao, Chao Du, Liqun Li, Yu Kang, Zhao Jiang, Suzhen Zheng, Rujia Wang, Jiaxu Qian, Minghua Ma, Jian-Guang Lou, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
2025	A*	`conf`	WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct. ICLR Haipeng Luo, Qingfeng Sun, Can Xu, Pu Zhao, Jian-Guang Lou, Chongyang Tao, Xiubo Geng, Qingwei Lin, Shifeng Chen, Yansong Tang, Dongmei Zhang
2024	A*	`conf`	AMPO: Automatic Multi-Branched Prompt Optimization. EMNLP 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	J	`jnl`	AMPO: Automatic Multi-Branched Prompt Optimization. CoRR Sheng Yang, Yurong Wu, Yan Gao, Zineng Zhou, Bin Benjamin Zhu, Xiaodi Sun, Jian-Guang Lou, Zhiming Ding, Anbang Hu, Yuan Fang, Yunsong Li, Junyan Chen, Linjun Yang
2024	A*	`conf`	Automatic Instruction Evolving for Large Language Models. EMNLP Weihao Zeng, Can Xu, Yingxiu Zhao, Jian-Guang Lou, Weizhu Chen
2024	J	`jnl`	Automatic Instruction Evolving for Large Language Models. CoRR Weihao Zeng, Can Xu, Yingxiu Zhao, Jian-Guang Lou, Weizhu Chen
2024	—	`conf`	Can LLMs Learn From Mistakes? An Empirical Study on Reasoning Tasks. EMNLP (Findings) Shengnan An, Zexiong Ma, Siqi Cai, Zeqi Lin, Nanning Zheng, Jian-Guang Lou, Weizhu Chen
2024	J	`jnl`	Dehallucinating Parallel Context Extension for Retrieval-Augmented Generation. CoRR Zexiong Ma, Shengnan An, Zeqi Lin, Yanzhen Zou, Jian-Guang Lou, Bing Xie
2024	—	`conf`	E⁵: Zero-shot Hierarchical Table Analysis using Augmented LLMs via Explain, Extract, Execute, Exhibit and Extrapolate. NAACL-HLT Zhehao Zhang, Yan Gao, Jian-Guang Lou
2024	J	`jnl`	Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method for Pre-trained Language Models. CoRR Yuyan Chen, Qiang Fu, Ge Fan, Lun Du, Jian-Guang Lou, Shi Han, Dongmei Zhang, Zhixu Li, Yanghua Xiao
2024	A*	`conf`	IconDM: Text-Guided Icon Set Expansion Using Diffusion Models. ACM Multimedia Jiawei Lin, Zhaoyun Jiang, Jiaqi Guo, Shizhao Sun, Ting Liu, Zijiang Yang, Jian-Guang Lou, Dongmei Zhang
2024	J	`jnl`	Large Action Models: From Inception to Implementation. CoRR Lu Wang, Fangkai Yang, Chaoyun Zhang, Junting Lu, Jiaxu Qian, Shilin He, Pu Zhao, Bo Qiao, Ray Huang, Si Qin, Qisheng Su, Jiayi Ye, Yudi Zhang, Jian-Guang Lou, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang
2024	A*	`conf`	Make Your LLM Fully Utilize the Context. NeurIPS Shengnan An, Zexiong Ma, Zeqi Lin, Nanning Zheng, Jian-Guang Lou, Weizhu Chen
2024	J	`jnl`	Make Your LLM Fully Utilize the Context. CoRR Shengnan An, Zexiong Ma, Zeqi Lin, Nanning Zheng, Jian-Guang Lou
2024	A*	`conf`	Re-Reading Improves Reasoning in Large Language Models. EMNLP Xiaohan Xu, Chongyang Tao, Tao Shen, Can Xu, Hongbo Xu, Guodong Long, Jian-Guang Lou, Shuai Ma
2024	—	`conf`	StraGo: Harnessing Strategic Guidance for Prompt Optimization. EMNLP (Findings) Yurong Wu, Yan Gao, Bin Zhu, Zineng Zhou, Xiaodi Sun, Sheng Yang, Jian-Guang Lou, Zhiming Ding, Linjun Yang
2024	J	`jnl`	StraGo: Harnessing Strategic Guidance for Prompt Optimization. CoRR Yurong Wu, Yan Gao, Bin Benjamin Zhu, Zineng Zhou, Xiaodi Sun, Sheng Yang, Jian-Guang Lou, Zhiming Ding, Linjun Yang
2024	J	`jnl`	Tapilot-Crossing: Benchmarking and Evolving LLMs Towards Interactive Data Analysis Agents. CoRR Jinyang Li, Nan Huo, Yan Gao, Jiayi Shi, Yingxiu Zhao, Ge Qu, Yurong Wu, Chenhao Ma, Jian-Guang Lou, Reynold Cheng
2024	A*	`conf`	WizardArena: Post-training Large Language Models via Simulated Offline Chatbot Arena. NeurIPS Haipeng Luo, Qingfeng Sun, Can Xu, Pu Zhao, Qingwei Lin, Jian-Guang Lou, Shifeng Chen, Yansong Tang, Weizhu Chen
2023	A*	`conf`	A Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions. ICCV Jiawei Lin, Jiaqi Guo, Shizhao Sun, Weijiang Xu, Ting Liu, Jian-Guang Lou, Dongmei Zhang
2023	J	`jnl`	A Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions. CoRR Jiawei Lin, Jiaqi Guo, Shizhao Sun, Weijiang Xu, Ting Liu, Jian-Guang Lou, Dongmei Zhang
2023	J	`jnl`	A Survey for Graphic Design Intelligence. CoRR Danqing Huang, Jiaqi Guo, Shizhao Sun, Hanling Tian, Jieru Lin, Zheng Hu, Chin-Yew Lin, Jian-Guang Lou, Dongmei Zhang
2023	A*	`conf`	CRT-QA: A Dataset of Complex Reasoning Question Answering over Tabular Data. EMNLP Zhehao Zhang, Xitao Li, Yan Gao, Jian-Guang Lou
2023	A*	`conf`	CodeT: Code Generation with Generated Tests. ICLR Bei Chen, Fengji Zhang, Anh Nguyen, Daoguang Zan, Zeqi Lin, Jian-Guang Lou, Weizhu Chen
2023	J	`jnl`	Data Transformation to Construct a Dataset for Generating Entity-Relationship Model from Natural Language. CoRR Zhenwen Li, Jian-Guang Lou, Tao Xie
2023	A*	`conf`	Does Deep Learning Learn to Abstract? A Systematic Probing Framework. ICLR Shengnan An, Zeqi Lin, Bei Chen, Qiang Fu, Nanning Zheng, Jian-Guang Lou
2023	J	`jnl`	Does Deep Learning Learn to Abstract? A Systematic Probing Framework. CoRR Shengnan An, Zeqi Lin, Bei Chen, Qiang Fu, Nanning Zheng, Jian-Guang Lou
2023	J	`jnl`	Explainable Automated Debugging via Large Language Model-driven Scientific Debugging. CoRR Sungmin Kang, Bei Chen, Shin Yoo, Jian-Guang Lou
2023	A	`conf`	Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method for Pre-trained Language Models. CIKM Yuyan Chen, Qiang Fu, Ge Fan, Lun Du, Jian-Guang Lou, Shi Han, Dongmei Zhang, Zhixu Li, Yanghua Xiao
2023	—	`conf`	How Do In-Context Examples Affect Compositional Generalization? ACL (1) Shengnan An, Zeqi Lin, Qiang Fu, Bei Chen, Nanning Zheng, Jian-Guang Lou, Dongmei Zhang
2023	J	`jnl`	How Do In-Context Examples Affect Compositional Generalization? CoRR Shengnan An, Zeqi Lin, Qiang Fu, Bei Chen, Nanning Zheng, Jian-Guang Lou, Dongmei Zhang
2023	—	`conf`	Know What I don't Know: Handling Ambiguous and Unknown Questions for Text-to-SQL. ACL (Findings) Bing Wang, Yan Gao, Zhoujun Li, Jian-Guang Lou
2023	—	`conf`	Large Language Models Meet NL2Code: A Survey. ACL (1) Daoguang Zan, Bei Chen, Fengji Zhang, Dianjie Lu, Bingchao Wu, Bei Guan, Yongji Wang, Jian-Guang Lou
2023	A*	`conf`	LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models. ICCV Junyi Zhang, Jiaqi Guo, Shizhao Sun, Jian-Guang Lou, Dongmei Zhang
2023	J	`jnl`	LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models. CoRR Junyi Zhang, Jiaqi Guo, Shizhao Sun, Jian-Guang Lou, Dongmei Zhang
2023	A*	`conf`	LayoutFormer++: Conditional Graphic Layout Generation via Constraint Serialization and Decoding Space Restriction. CVPR Zhaoyun Jiang, Jiaqi Guo, Shizhao Sun, Huayu Deng, Zhongkai Wu, Vuksan Mijovic, Zijiang James Yang, Jian-Guang Lou, Dongmei Zhang
2023	A*	`conf`	LayoutPrompter: Awaken the Design Ability of Large Language Models. NeurIPS Jiawei Lin, Jiaqi Guo, Shizhao Sun, Zijiang Yang, Jian-Guang Lou, Dongmei Zhang
2023	J	`jnl`	LayoutPrompter: Awaken the Design Ability of Large Language Models. CoRR Jiawei Lin, Jiaqi Guo, Shizhao Sun, Zijiang James Yang, Jian-Guang Lou, Dongmei Zhang
2023	J	`jnl`	Learning From Mistakes Makes LLM Better Reasoner. CoRR Shengnan An, Zexiong Ma, Zeqi Lin, Nanning Zheng, Jian-Guang Lou, Weizhu Chen
2023	—	`conf`	Making Language Models Better Reasoners with Step-Aware Verifier. ACL (1) Yifei Li, Zeqi Lin, Shizhuo Zhang, Qiang Fu, Bei Chen, Jian-Guang Lou, Weizhu Chen
2023	A*	`conf`	MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing. AAAI Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Jian-Guang Lou
2023	A*	`conf`	Question Answering as Programming for Solving Time-Sensitive Questions. EMNLP Xinyu Zhu, Cheng Yang, Bei Chen, Siheng Li, Jian-Guang Lou, Yujiu Yang
2023	J	`jnl`	Question Answering as Programming for Solving Time-Sensitive Questions. CoRR Xinyu Zhu, Cheng Yang, Bei Chen, Siheng Li, Jian-Guang Lou, Yujiu Yang
2023	A*	`conf`	RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation. EMNLP Fengji Zhang, Bei Chen, Yue Zhang, Jacky Keung, Jin Liu, Daoguang Zan, Yi Mao, Jian-Guang Lou, Weizhu Chen
2023	J	`jnl`	RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation. CoRR Fengji Zhang, Bei Chen, Yue Zhang, Jin Liu, Daoguang Zan, Yi Mao, Jian-Guang Lou, Weizhu Chen
2023	J	`jnl`	Retro-BLEU: Quantifying Chemical Plausibility of Retrosynthesis Routes through Reaction Template Sequence Analysis. CoRR Junren Li, Lei Fang, Jian-Guang Lou
2023	J	`jnl`	RetroRanker: leveraging reaction changes to improve retrosynthesis prediction through re-ranking. J. Cheminformatics Junren Li, Lei Fang, Jian-Guang Lou
2023	A*	`conf`	Skill-Based Few-Shot Selection for In-Context Learning. EMNLP Shengnan An, Bo Zhou, Zeqi Lin, Qiang Fu, Bei Chen, Nanning Zheng, Weizhu Chen, Jian-Guang Lou
2023	J	`jnl`	Skill-Based Few-Shot Selection for In-Context Learning. CoRR Shengnan An, Bo Zhou, Zeqi Lin, Qiang Fu, Bei Chen, Nanning Zheng, Weizhu Chen, Jian-Guang Lou
2023	—	`conf`	TACR: A Table Alignment-based Cell Selection Method for HybridQA. ACL (Findings) Jian Wu, Yicheng Xu, Yan Gao, Jian-Guang Lou, Börje Karlsson, Manabu Okumura
2023	J	`jnl`	TACR: A Table-alignment-based Cell-selection and Reasoning Model for Hybrid Question-Answering. CoRR Jian Wu, Yicheng Xu, Yan Gao, Jian-Guang Lou, Börje F. Karlsson, Manabu Okumura
2023	J	`jnl`	Thread of Thought Unraveling Chaotic Contexts. CoRR Yucheng Zhou, Xiubo Geng, Tao Shen, Chongyang Tao, Guodong Long, Jian-Guang Lou, Jianbing Shen
2023	J	`jnl`	Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge. CoRR Longxu Dou, Yan Gao, Xuqi Liu, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Min-Yen Kan, Jian-Guang Lou
2023	—	`conf`	Uncovering and Categorizing Social Biases in Text-to-SQL. ACL (1) Yan Liu, Yan Gao, Zhe Su, Xiaokang Chen, Elliott Ash, Jian-Guang Lou
2023	J	`jnl`	Uncovering and Categorizing Social Biases in Text-to-SQL. CoRR Yan Liu, Yan Gao, Zhe Su, Xiaokang Chen, Elliott Ash, Jian-Guang Lou
2023	A*	`conf`	Uncovering and Quantifying Social Biases in Code Generation. NeurIPS Yan Liu, Xiaokang Chen, Yan Gao, Zhe Su, Fengji Zhang, Daoguang Zan, Jian-Guang Lou, Pin-Yu Chen, Tsung-Yi Ho
2023	J	`jnl`	Uncovering and Quantifying Social Biases in Code Generation. CoRR Yan Liu, Xiaokang Chen, Yan Gao, Zhe Su, Fengji Zhang, Daoguang Zan, Jian-Guang Lou, Pin-Yu Chen, Tsung-Yi Ho
2023	J	`jnl`	UniSAr: a unified structure-aware autoregressive language model for text-to-SQL semantic parsing. Int. J. Mach. Learn. Cybern. Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Jian-Guang Lou, Dechen Zhan
2022	A*	`conf`	AdapterShare: Task Correlation Modeling with Adapter Differentiation. EMNLP Zhi Chen, Bei Chen, Lu Chen, Kai Yu, Jian-Guang Lou
2022	J	`jnl`	CERT: Continual Pre-Training on Sketches for Library-Oriented Code Generation. CoRR Daoguang Zan, Bei Chen, Dejian Yang, Zeqi Lin, Minsu Kim, Bei Guan, Yongji Wang, Weizhu Chen, Jian-Guang Lou
2022	A*	`conf`	CERT: Continual Pre-training on Sketches for Library-oriented Code Generation. IJCAI Daoguang Zan, Bei Chen, Dejian Yang, Zeqi Lin, Minsu Kim, Bei Guan, Yongji Wang, Weizhu Chen, Jian-Guang Lou
2022	A*	`conf`	Coarse-to-Fine Generative Modeling for Graphic Layouts. AAAI Zhaoyun Jiang, Shizhao Sun, Jihua Zhu, Jian-Guang Lou, Dongmei Zhang
2022	J	`jnl`	CodeT: Code Generation with Generated Tests. CoRR Bei Chen, Fengji Zhang, Anh Nguyen, Daoguang Zan, Zeqi Lin, Jian-Guang Lou, Weizhu Chen
2022	J	`jnl`	DialogZoo: Large-Scale Dialog-Oriented Task Learning. CoRR Zhi Chen, Jijia Bao, Lu Chen, Yuncong Liu, Da Ma, Bei Chen, Mengyue Wu, Su Zhu, Jian-Guang Lou, Kai Yu
2022	A*	`conf`	Exploring the Secrets Behind the Learning Difficulty of Meaning Representations for Semantic Parsing. EMNLP Zhenwen Li, Jiaqi Guo, Qian Liu, Jian-Guang Lou, Tao Xie
2022	—	`conf`	GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding. ACL (1) Libo Qin, Qiguang Chen, Tianbao Xie, Qixin Li, Jian-Guang Lou, Wanxiang Che, Min-Yen Kan
2022	J	`jnl`	GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding. CoRR Libo Qin, Qiguang Chen, Tianbao Xie, Qixin Li, Jian-Guang Lou, Wanxiang Che, Min-Yen Kan
2022	—	`conf`	HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation. ACL (1) Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang
2022	J	`jnl`	How to manage a task-oriented virtual assistant software project: an experience report. Frontiers Inf. Technol. Electron. Eng. Shuyue Li, Jiaqi Guo, Yan Gao, Jian-Guang Lou, Dejian Yang, Yan Xiao, Yadong Zhou, Ting Liu
2022	J	`jnl`	Input-Tuning: Adapting Unfamiliar Inputs to Frozen Pretrained Models. CoRR Shengnan An, Yifei Li, Zeqi Lin, Qian Liu, Bei Chen, Qiang Fu, Weizhu Chen, Nanning Zheng, Jian-Guang Lou
2022	J	`jnl`	Know What I don't Know: Handling Ambiguous and Unanswerable Questions for Text-to-SQL. CoRR Bing Wang, Yan Gao, Zhoujun Li, Jian-Guang Lou
2022	—	`conf`	LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training. EMNLP (Findings) Qi Shi, Qian Liu, Bei Chen, Yu Zhang, Ting Liu, Jian-Guang Lou
2022	J	`jnl`	LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training. CoRR Qi Shi, Qian Liu, Bei Chen, Yu Zhang, Ting Liu, Jian-Guang Lou
2022	A*	`conf`	LogiGAN: Learning Logical Reasoning via Adversarial Pre-training. NeurIPS Xinyu Pi, Wanjun Zhong, Yan Gao, Nan Duan, Jian-Guang Lou
2022	J	`jnl`	LogiGAN: Learning Logical Reasoning via Adversarial Pre-training. CoRR Xinyu Pi, Wanjun Zhong, Yan Gao, Nan Duan, Jian-Guang Lou
2022	J	`jnl`	MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing. CoRR Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Jian-Guang Lou
2022	A*	`conf`	Nufix: Escape From NuGet Dependency Maze. ICSE ZhenMing Li, Ying Wang, Zeqi Lin, Shing-Chi Cheung, Jian-Guang Lou
2022	J	`jnl`	On the Advance of Making Language Models Better Reasoners. CoRR Yifei Li, Zeqi Lin, Shizhuo Zhang, Qiang Fu, Bei Chen, Jian-Guang Lou, Weizhu Chen
2022	A*	`conf`	Reasoning Like Program Executors. EMNLP Xinyu Pi, Qian Liu, Bei Chen, Morteza Ziyadi, Zeqi Lin, Qiang Fu, Yan Gao, Jian-Guang Lou, Weizhu Chen
2022	J	`jnl`	Reasoning Like Program Executors. CoRR Xinyu Pi, Qian Liu, Bei Chen, Morteza Ziyadi, Zeqi Lin, Yan Gao, Qiang Fu, Jian-Guang Lou, Weizhu Chen
2022	A*	`conf`	TAPEX: Table Pre-training via Learning a Neural SQL Executor. ICLR Qian Liu, Bei Chen, Jiaqi Guo, Morteza Ziyadi, Zeqi Lin, Weizhu Chen, Jian-Guang Lou
2022	—	`conf`	Testing Machine Learning Systems in Industry: An Empirical Study. ICSE (SEIP) Shuyue Li, Jiaqi Guo, Jian-Guang Lou, Ming Fan, Ting Liu, Dongmei Zhang
2022	A*	`conf`	Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge. EMNLP Longxu Dou, Yan Gao, Xuqi Liu, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Min-Yen Kan, Jian-Guang Lou
2022	—	`conf`	Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation. ACL (1) Xinyu Pi, Bing Wang, Yan Gao, Jiaqi Guo, Zhoujun Li, Jian-Guang Lou
2022	J	`jnl`	Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation. CoRR Xinyu Pi, Bing Wang, Yan Gao, Jiaqi Guo, Zhoujun Li, Jian-Guang Lou
2022	B	`conf`	UniDU: Towards A Unified Generative Dialogue Understanding Framework. SIGDIAL Zhi Chen, Lu Chen, Bei Chen, Libo Qin, Yuncong Liu, Su Zhu, Jian-Guang Lou, Kai Yu
2022	J	`jnl`	UniDU: Towards A Unified Generative Dialogue Understanding Framework. CoRR Zhi Chen, Lu Chen, Bei Chen, Libo Qin, Yuncong Liu, Su Zhu, Jian-Guang Lou, Kai Yu
2022	J	`jnl`	UniLayout: Taming Unified Sequence-to-Sequence Transformers for Graphic Layout Generation. CoRR Zhaoyun Jiang, Huayu Deng, Zhongkai Wu, Jiaqi Guo, Shizhao Sun, Vuksan Mijovic, Zijiang Yang, Jian-Guang Lou, Dongmei Zhang
2022	J	`jnl`	UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL. CoRR Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Jian-Guang Lou, Wanxiang Che, Dechen Zhan
2022	—	`conf`	When Language Model Meets Private Library. EMNLP (Findings) Daoguang Zan, Bei Chen, Zeqi Lin, Bei Guan, Yongji Wang, Jian-Guang Lou
2022	J	`jnl`	When Language Model Meets Private Library. CoRR Daoguang Zan, Bei Chen, Zeqi Lin, Bei Guan, Yongji Wang, Jian-Guang Lou
2022	J	`jnl`	When Neural Model Meets NL2Code: A Survey. CoRR Daoguang Zan, Bei Chen, Fengji Zhang, Dianjie Lu, Bingchao Wu, Bei Guan, Yongji Wang, Jian-Guang Lou
2021	A	`conf`	AnaSearch: Extract, Retrieve and Visualize Structured Results from Unstructured Text for Analytical Queries. WSDM Tongliang Li, Lei Fang, Jian-Guang Lou, Zhoujun Li, Dongmei Zhang
2021	—	`conf`	Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing. ACL/IJCNLP (Findings) Qian Liu, Dejian Yang, Jiahui Zhang, Jiaqi Guo, Bin Zhou, Jian-Guang Lou
2021	J	`jnl`	Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing. CoRR Qian Liu, Dejian Yang, Jiahui Zhang, Jiaqi Guo, Bin Zhou, Jian-Guang Lou
2021	A*	`conf`	Can Neural Clone Detection Generalize to Unseen Functionalitiesƒ. ASE Chenyao Liu, Zeqi Lin, Jian-Guang Lou, Lijie Wen, Dongmei Zhang
2021	—	`conf`	Chase: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL. ACL/IJCNLP (1) Jiaqi Guo, Ziliang Si, Yu Wang, Qian Liu, Ming Fan, Jian-Guang Lou, Zijiang Yang, Ting Liu
2021	J	`jnl`	HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation. CoRR Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang
2021	A*	`conf`	Iterative Utterance Segmentation for Neural Semantic Parsing. AAAI Yinuo Guo, Zeqi Lin, Jian-Guang Lou, Dongmei Zhang
2021	A*	`conf`	Keep the Structure: A Latent Shift-Reduce Parser for Semantic Parsing. IJCAI Yuntao Li, Bei Chen, Qian Liu, Yan Gao, Jian-Guang Lou, Yan Zhang, Dongmei Zhang
2021	—	`conf`	Learning Algebraic Recombination for Compositional Generalization. ACL/IJCNLP (Findings) Chenyao Liu, Shengnan An, Zeqi Lin, Qian Liu, Bei Chen, Jian-Guang Lou, Lijie Wen, Nanning Zheng, Dongmei Zhang
2021	J	`jnl`	Learning Algebraic Recombination for Compositional Generalization. CoRR Chenyao Liu, Shengnan An, Zeqi Lin, Qian Liu, Bei Chen, Jian-Guang Lou, Lijie Wen, Nanning Zheng, Dongmei Zhang
2021	J	`jnl`	Part & Whole Extraction: Towards A Deep Understanding of Quantitative Facts for Percentages in Text. CoRR Lei Fang, Jian-Guang Lou
2021	—	`conf`	ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering. ACL (demo) Shuang Chen, Qian Liu, Zhiwei Yu, Chin-Yew Lin, Jian-Guang Lou, Feng Jiang
2021	J	`jnl`	Retrieve-Then-Adapt: Example-based Automatic Generation for Proportion-related Infographics. IEEE Trans. Vis. Comput. Graph. Chunyao Qian, Shizhao Sun, Weiwei Cui, Jian-Guang Lou, Haidong Zhang, Dongmei Zhang
2021	A*	`conf`	Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization. AAAI Yinuo Guo, Hualei Zhu, Zeqi Lin, Bei Chen, Jian-Guang Lou, Dongmei Zhang
2021	J	`jnl`	TAPEX: Table Pre-training via Learning a Neural SQL Executor. CoRR Qian Liu, Bei Chen, Jiaqi Guo, Morteza Ziyadi, Zeqi Lin, Weizhu Chen, Jian-Guang Lou
2021	—	`conf`	TWT: Table with Written Text for Controlled Data-to-Text Generation. EMNLP (Findings) Tongliang Li, Lei Fang, Jian-Guang Lou, Zhoujun Li
2021	—	`conf`	Translating Headers of Tabular Data: A Pilot Study of Schema Translation. EMNLP (1) Kunrui Zhu, Yan Gao, Jiaqi Guo, Jian-Guang Lou
2021	—	`conf`	Weakly Supervised Semantic Parsing by Learning from Mistakes. EMNLP (Findings) Jiaqi Guo, Jian-Guang Lou, Ting Liu, Dongmei Zhang
2020	—	`conf`	"What Do You Mean by That?" A Parser-Independent Interactive Approach for Enhancing Text-to-SQL. EMNLP (1) Yuntao Li, Bei Chen, Qian Liu, Yan Gao, Jian-Guang Lou, Yan Zhang, Dongmei Zhang
2020	J	`jnl`	"What Do You Mean by That?" A Parser-Independent Interactive Approach for Enhancing Text-to-SQL. CoRR Yuntao Li, Bei Chen, Qian Liu, Yan Gao, Jian-Guang Lou, Yan Zhang, Dongmei Zhang
2020	—	`conf`	Automated bug reproduction from user reviews for Android applications. ICSE (SEIP) Shuyue Li, Jiaqi Guo, Ming Fan, Jian-Guang Lou, Qinghua Zheng, Ting Liu
2020	—	`conf`	Benchmarking Meaning Representations in Neural Semantic Parsing. EMNLP (1) Jiaqi Guo, Qian Liu, Jian-Guang Lou, Zhenwen Li, Xueqing Liu, Tao Xie, Ting Liu
2020	A*	`conf`	Compositional Generalization by Learning Analytical Expressions. NeurIPS Qian Liu, Shengnan An, Jian-Guang Lou, Bei Chen, Zeqi Lin, Yan Gao, Bin Zhou, Nanning Zheng, Dongmei Zhang
2020	J	`jnl`	Compositional Generalization by Learning Analytical Expressions. CoRR Qian Liu, Shengnan An, Jian-Guang Lou, Bei Chen, Zeqi Lin, Yan Gao, Bin Zhou, Nanning Zheng, Dongmei Zhang
2020	A*	`conf`	Hierarchical Poset Decoding for Compositional Generalization in Language. NeurIPS Yinuo Guo, Zeqi Lin, Jian-Guang Lou, Dongmei Zhang
2020	J	`jnl`	Hierarchical Poset Decoding for Compositional Generalization in Language. CoRR Yinuo Guo, Zeqi Lin, Jian-Guang Lou, Dongmei Zhang
2020	J	`jnl`	How Far are We from Effective Context Modeling ? An Exploratory Study on Semantic Parsing in Context. CoRR Qian Liu, Bei Chen, Jiaqi Guo, Jian-Guang Lou, Bin Zhou, Dongmei Zhang
2020	A*	`conf`	How Far are We from Effective Context Modeling? An Exploratory Study on Semantic Parsing in Context. IJCAI Qian Liu, Bei Chen, Jiaqi Guo, Jian-Guang Lou, Bin Zhou, Dongmei Zhang
2020	—	`conf`	Incomplete Utterance Rewriting as Semantic Segmentation. EMNLP (1) Qian Liu, Bei Chen, Jian-Guang Lou, Bin Zhou, Dongmei Zhang
2020	J	`jnl`	Incomplete Utterance Rewriting as Semantic Segmentation. CoRR Qian Liu, Bei Chen, Jian-Guang Lou, Bin Zhou, Dongmei Zhang
2020	J	`jnl`	Iterative Utterance Segmentation for Neural Semantic Parsing. CoRR Yinuo Guo, Zeqi Lin, Jian-Guang Lou, Dongmei Zhang
2020	A*	`conf`	RECPARSER: A Recursive Semantic Parsing Framework for Text-to-SQL Task. IJCAI Yu Zeng, Yan Gao, Jiaqi Guo, Bei Chen, Qian Liu, Jian-Guang Lou, Fei Teng, Dongmei Zhang
2020	J	`jnl`	Retrieve-Then-Adapt: Example-based Automatic Generation for Proportion-related Infographics. CoRR Chunyao Qian, Shizhao Sun, Weiwei Cui, Jian-Guang Lou, Haidong Zhang, Dongmei Zhang
2020	J	`jnl`	Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization. CoRR Yinuo Guo, Hualei Zhu, Zeqi Lin, Bei Chen, Jian-Guang Lou, Dongmei Zhang
2020	J	`jnl`	Text-to-Viz: Automatic Generation of Infographics from Proportion-Related Natural Language Statements. IEEE Trans. Vis. Comput. Graph. Weiwei Cui, Xiaoyu Zhang, Yun Wang, He Huang, Bei Chen, Lei Fang, Haidong Zhang, Jian-Guang Lou, Dongmei Zhang
2020	A*	`conf`	You Impress Me: Dialogue Generation via Mutual Persona Perception. ACL Qian Liu, Yihong Chen, Bei Chen, Jian-Guang Lou, Zixuan Chen, Bin Zhou, Dongmei Zhang
2020	J	`jnl`	You Impress Me: Dialogue Generation via Mutual Persona Perception. CoRR Qian Liu, Yihong Chen, Bei Chen, Jian-Guang Lou, Zixuan Chen, Bin Zhou, Dongmei Zhang
2019	J	`jnl`	A Hybrid Semantic Parsing Approach for Tabular Data Analysis. CoRR Yan Gao, Jian-Guang Lou, Dongmei Zhang
2019	—	`conf`	A Split-and-Recombine Approach for Follow-up Query Analysis. EMNLP/IJCNLP (1) Qian Liu, Bei Chen, Haoyan Liu, Jian-Guang Lou, Lei Fang, Bin Zhou, Dongmei Zhang
2019	J	`jnl`	A Split-and-Recombine Approach for Follow-up Query Analysis. CoRR Qian Liu, Bei Chen, Haoyan Liu, Lei Fang, Jian-Guang Lou, Bin Zhou, Dongmei Zhang
2019	—	`conf`	Data-Anonymous Encoding for Text-to-SQL Generation. EMNLP/IJCNLP (1) Zhen Dong, Shizhao Sun, Hongzhi Liu, Jian-Guang Lou, Dongmei Zhang
2019	A*	`conf`	FANDA: A Novel Approach to Perform Follow-Up Query Analysis. AAAI Qian Liu, Bei Chen, Jian-Guang Lou, Ge Jin, Dongmei Zhang
2019	J	`jnl`	FANDA: A Novel Approach to Perform Follow-up Query Analysis. CoRR Qian Liu, Bei Chen, Jian-Guang Lou, Ge Jin, Dongmei Zhang
2019	J	`jnl`	LambdaOpt: Learn to Regularize Recommender Models in Finer Levels. CoRR Yihong Chen, Bei Chen, Xiangnan He, Chen Gao, Yong Li, Jian-Guang Lou, Yue Wang
2019	—	`conf`	Leveraging Adjective-Noun Phrasing Knowledge for Comparison Relation Prediction in Text-to-SQL. EMNLP/IJCNLP (1) Haoyan Liu, Lei Fang, Qian Liu, Bei Chen, Jian-Guang Lou, Zhoujun Li
2019	A*	`conf`	Leveraging Web Semantic Knowledge in Word Representation Learning. AAAI Haoyan Liu, Lei Fang, Jian-Guang Lou, Zhoujun Li
2019	—	`conf`	Robust log-based anomaly detection on unstable log data. ESEC/SIGSOFT FSE 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
2019	A	`conf`	Sara: self-replay augmented record and replay for Android in industrial cases. ISSTA Jiaqi Guo, Shuyue Li, Jian-Guang Lou, Zijiang Yang, Ting Liu
2019	J	`jnl`	Text-to-Viz: Automatic Generation of Infographics from Proportion-Related Natural Language Statements. CoRR Weiwei Cui, Xiaoyu Zhang, Yun Wang, He Huang, Bei Chen, Lei Fang, Haidong Zhang, Jian-Guang Lou, Dongmei Zhang
2019	—	`conf`	Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation. ACL (1) Jiaqi Guo, Zecheng Zhan, Yan Gao, Yan Xiao, Jian-Guang Lou, Ting Liu, Dongmei Zhang
2019	J	`jnl`	Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation. CoRR Jiaqi Guo, Zecheng Zhan, Yan Gao, Yan Xiao, Jian-Guang Lou, Ting Liu, Dongmei Zhang
2019	A*	`conf`	λOpt: Learn to Regularize Recommender Models in Finer Levels. KDD Yihong Chen, Bei Chen, Xiangnan He, Chen Gao, Yong Li, Jian-Guang Lou, Yue Wang
2018	A*	`conf`	BigIN4: Instant, Interactive Insight Identification for Multi-Dimensional Big Data. KDD Qingwei Lin, Weichen Ke, Jian-Guang Lou, Hongyu Zhang, Kaixin Sui, Yong Xu, Ziyi Zhou, Bo Qiao, Dongmei Zhang
2018	—	`conf`	Generating Regular Expressions from Natural Language Specifications: Are We There Yet? AAAI Workshops Zexuan Zhong, Jiaqi Guo, Wei Yang, Tao Xie, Jian-Guang Lou, Ting Liu, Dongmei Zhang
2018	—	`conf`	Identifying impactful service system problems via log analysis. ESEC/SIGSOFT FSE Shilin He, Qingwei Lin, Jian-Guang Lou, Hongyu Zhang, Michael R. Lyu, Dongmei Zhang
2018	—	`conf`	Improving Service Availability of Cloud Systems by Predicting Disk Error. USENIX ATC 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
2018	A*	`conf`	Learning-to-Ask: Knowledge Acquisition via 20 Questions. KDD Yihong Chen, Bei Chen, Xuguang Duan, Jian-Guang Lou, Yue Wang, Wenwu Zhu, Yong Cao
2018	J	`jnl`	Learning-to-Ask: Knowledge Acquisition via 20 Questions. CoRR Yihong Chen, Bei Chen, Xuguang Duan, Jian-Guang Lou, Yue Wang, Wenwu Zhu, Yong Cao
2018	—	`conf`	Predicting Node failure in cloud service systems. ESEC/SIGSOFT FSE 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
2018	J	`jnl`	QuanFuzz: Fuzz Testing of Quantum Program. CoRR Jiyuan Wang, Ming Gao, Yu Jiang, Jian-Guang Lou, Yue Gao, Dongmei Zhang, Jiaguang Sun
2018	A*	`conf`	SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications. EMNLP Zexuan Zhong, Jiaqi Guo, Wei Yang, Jian Peng, Tao Xie, Jian-Guang Lou, Ting Liu, Dongmei Zhang
2017	J	`jnl`	Experience report on applying software analytics in incident management of online service. Autom. Softw. Eng. Jian-Guang Lou, Qingwei Lin, Rui Ding, Qiang Fu, Dongmei Zhang, Tao Xie
2016	—	`ch.`	How to tame your online services. Perspectives on Data Science for Software Engineering Qingwei Lin, Jian-Guang Lou, Hongyu Zhang, Dongmei Zhang
2016	—	`conf`	Log clustering based problem identification for online service systems. ICSE (Companion Volume) Qingwei Lin, Hongyu Zhang, Jian-Guang Lou, Yu Zhang, Xuewei Chen
2016	J	`jnl`	Roundtable: Research Opportunities and Challenges for Large-Scale Software Systems. J. Comput. Sci. Technol. Xusheng Xiao, Jian-Guang Lou, Shan Lu, David C. Shepherd, Xin Peng, Qianxiang Wang
2016	A*	`conf`	iDice: problem identification for emerging issues. ICSE Qingwei Lin, Jian-Guang Lou, Hongyu Zhang, Dongmei Zhang
2015	—	`conf`	An Empirical Study on Quality Issues of Production Big Data Platform. ICSE (2) Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Haibo Lin, Haoxiang Lin, Tingting Qin
2015	A*	`conf`	CodeHow: Effective Code Search Based on API Understanding and Extended Boolean Model (E). ASE Fei Lv, Hongyu Zhang, Jian-Guang Lou, Shaowei Wang, Dongmei Zhang, Jianjun Zhao
2015	—	`conf`	Log2: A Cost-Aware Logging Mechanism for Performance Diagnosis. USENIX ATC Rui Ding, Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Qingwei Lin, Qiang Fu, Dongmei Zhang, Tao Xie
2014	A*	`conf`	Correlating events with time series for incident diagnosis. KDD Chen Luo, Jian-Guang Lou, Qingwei Lin, Qiang Fu, Rui Ding, Dongmei Zhang, Zhe Wang
2014	A*	`conf`	Identifying Recurrent and Unknown Performance Issues. ICDM Meng-Hui Lim, Jian-Guang Lou, Hongyu Zhang, Qiang Fu, Andrew Beng Jin Teoh, Qingwei Lin, Rui Ding, Dongmei Zhang
2014	A	`conf`	Mining Historical Issue Repositories to Heal Large-Scale Online Service Systems. DSN Rui Ding, Qiang Fu, Jian-Guang Lou, Qingwei Lin, Dongmei Zhang, Tao Xie
2014	—	`conf`	Querying sequential software engineering data. SIGSOFT FSE Chengnian Sun, Haidong Zhang, Jian-Guang Lou, Hongyu Zhang, Qiang Wang, Dongmei Zhang, Siau-Cheng Khoo
2014	—	`conf`	Where do developers log? an empirical study on logging practices in industry. ICSE Companion Qiang Fu, Jieming Zhu, Wenlu Hu, Jian-Guang Lou, Rui Ding, Qingwei Lin, Dongmei Zhang, Tao Xie
2013	A	`conf`	Contextual analysis of program logs for understanding system behaviors. MSR Qiang Fu, Jian-Guang Lou, Qingwei Lin, Rui Ding, Dongmei Zhang, Tao Xie
2013	J	`jnl`	Software Analytics in Practice. IEEE Softw. Dongmei Zhang, Shi Han, Yingnong Dang, Jian-Guang Lou, Haidong Zhang, Tao Xie
2013	A*	`conf`	Software analytics for incident management of online services: An experience report. ASE Jian-Guang Lou, Qingwei Lin, Rui Ding, Qiang Fu, Dongmei Zhang, Tao Xie
2012	A*	`conf`	Healing online service systems via mining historical issue repositories. ASE Rui Ding, Qiang Fu, Jian-Guang Lou, Qingwei Lin, Dongmei Zhang, Jiajun Shen, Tao Xie
2012	B	`conf`	Performance Issue Diagnosis for Online Service Systems. SRDS Qiang Fu, Jian-Guang Lou, Qingwei Lin, Rui Ding, Dongmei Zhang, Zihao Ye, Tao Xie
2010	—	`conf`	Mining Invariants from Console Logs for System Problem Detection. USENIX ATC Jian-Guang Lou, Qiang Fu, Shengqi Yang, Ye Xu, Jiang Li
2010	J	`jnl`	Mining dependency in distributed systems through unstructured logs analysis. ACM SIGOPS Oper. Syst. Rev. Jian-Guang Lou, Qiang Fu, Yi Wang, Jiang Li
2010	A*	`conf`	Mining program workflow from interleaved traces. KDD Jian-Guang Lou, Qiang Fu, Shengqi Yang, Jiang Li, Bin Wu
2009	A*	`conf`	Execution Anomaly Detection in Distributed Systems through Unstructured Log Analysis. ICDM Qiang Fu, Jian-Guang Lou, Yi Wang, Jiang Li
2007	A	`conf`	Distributed Density Estimation Using Non-parametric Statistics. ICDCS Yusuo Hu, Hua Chen, Jian-Guang Lou, Jiang Li
2007	J	`jnl`	Interactive Multiview Video Delivery Based on IP Multicast. Adv. Multim. Jian-Guang Lou, Hua Cai, Jiang Li
2006	B	`conf`	An Effective Epipolar Geometry Assisted Motion Estimation Technique for Multi-View Image and Video Coding. ICIP Jiangbo Lu, Hua Cai, Jian-Guang Lou, Jiang Li
2005	A*	`conf`	A real-time interactive multi-view video system. ACM Multimedia Jian-Guang Lou, Hua Cai, Jiang Li