Lou, Jian-Guang

25 publications

ICML 2025 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

TMLR 2025 Large Action Models: From Inception to Implementation 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

ICLR 2025 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

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

ICCV 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

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 Does Deep Learning Learn to Abstract? a Systematic Probing Framework Shengnan An, Zeqi Lin, Bei Chen, Qiang Fu, Nanning Zheng, Jian-Guang Lou

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

CVPR 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

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

AAAI 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

NeurIPS 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

IJCAI 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

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

NeurIPS 2022 LogiGAN: Learning Logical Reasoning via Adversarial Pre-Training Xinyu Pi, Wanjun Zhong, Yan Gao, Nan Duan, Jian-Guang Lou

ICLR 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

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

IJCAI 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

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

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

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

IJCAI 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

IJCAI 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

AAAI 2019 FANDA: A Novel Approach to Perform Follow-up Query Analysis Qian Liu, Bei Chen, Jian-Guang Lou, Ge Jin, Dongmei Zhang

AAAI 2019 Leveraging Web Semantic Knowledge in Word Representation Learning Haoyan Liu, Lei Fang, Jian-Guang Lou, Zhoujun Li