Jian-Guang Lou

Principal Researcher, Microsoft Research Asia

Joined

July 2019

Names

Jian-Guang Lou (Preferred)

Emails

****@microsoft.com (Confirmed)

****@hotmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Principal Researcher

Microsoft Research Asia (microsoft.com)

2003 – Present

PhD student

, Institute of automation, Chinese academy of science (nlpr.ia.ac.cn)

2000 – 2003

Advisors, Relations & Conflicts

Coauthor

Tao XIE

2015 – Present

PhD Advisor

Tieniu TAN

2000 – 2003

Expertise

NLP

2016 – Present

AIOps

2009 – 2016

Publications

Dehallucinating Parallel Context Extension for Retrieval-Augmented Generation
Zexiong Ma, Shengnan An, Zeqi Lin, Yanzhen Zou, Jian-Guang Lou, Bing Xie
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Enhancing Retrieval-Augmented Generation with Dehallucinating Parallel Context Extension
Zexiong Ma, Shengnan An, Zeqi Lin, Yanzhen Zou, Jian-Guang Lou, Bing Xie
- LCFM 2025
- Readers: Everyone
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
- ICML 2025 poster
- Readers: Everyone
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
- Accepted by TMLR
- Readers: Everyone
Benchmarking Intelligent LLM Agents for Conversational Data Analysis
Jinyang Li, Nan Huo, Yan Gao, Jiayi Shi, Yingxiu Zhao, Ge Qu, Bowen Qin, Xiaodong Li, Chenhao Ma, Jian-Guang Lou, Reynold Cheng
- Submitted to ICLR 2025
- Readers: Everyone
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
- ICLR 2025 Oral
- Readers: Everyone
WizardArena: Post-training Large Language Models via Simulated Offline Chatbot Arena
Haipeng Luo, Qingfeng Sun, Can Xu, Pu Zhao, Qingwei Lin, Jian-Guang Lou, Shifeng Chen, Yansong Tang, Weizhu Chen
- NeurIPS 2024 poster
- Readers: Everyone
Make Your LLM Fully Utilize the Context
Shengnan An, Zexiong Ma, Zeqi Lin, Nanning Zheng, Jian-Guang Lou, Weizhu Chen
- NeurIPS 2024 poster
- Readers: Everyone
IconDM: Text-Guided Icon Set Expansion Using Diffusion Models
Jiawei Lin, Zhaoyun Jiang, Jiaqi Guo, Shizhao Sun, Ting Liu, Zijiang James Yang, Jian-Guang Lou, Dongmei Zhang
- MM2024 Oral
- Readers: Everyone
TWT: Table with Written Text for Controlled Data-to-Text Generation
Tongliang Li, Lei Fang, Jian-Guang Lou, Zhoujun Li
- 30 Jan 2024
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 115 publications

Co-Authors

View all 195 co-authors