Ying Wen

Associate Professor, Shanghai Jiao Tong University

Joined

November 2016

Names

Ying Wen (Preferred)

Emails

****@cs.ucl.ac.uk (Confirmed)

****@sjtu.edu.cn (Confirmed)

****@ucl.ac.uk (Confirmed)

Personal Links

Career & Education History

Associate Professor

Shanghai Jiao Tong University (sjtu.edu.cn)

2024 – Present

Assistant Professor

Shanghai Jiao Tong University (sjtu.edu.cn)

2020 – 2023

PhD student

University College London, University of London (ucl.ac.uk)

2016 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Jun Wang

2016 – 2020

Expertise

Foundation Model

2021 – 2026

Reinforcement Learning

2015 – 2026

Multi-agent System

2015 – 2026

Publications

MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory
Shengtao Zhang, Jiaqian Wang, Ruiwen Zhou, Junwei Liao, Yuchen Feng, Zhuo Li, Yujie Zheng, Weinan Zhang, Ying Wen, Zhiyu li, Feiyu Xiong, Yutao Qi, Bo Tang, Muning Wen
- OpenReview Archive Direct Upload
- Readers: Everyone
Agent Exchange: An Auction Platform for AI Agent Marketplaces
Yingxuan Yang, Ying Wen, Jun Wang, Weinan Zhang
- ICLR 2026 Workshop AIMS
- Readers: Everyone
Understanding Agent Scaling in LLM-Based Multi-Agent Systems via Diversity
Yingxuan Yang, Chengrui Qu, Muning Wen, Laixi Shi, Ying Wen, Weinan Zhang, Adam Wierman, Shangding Gu
- ICLR 2026 Workshop AIMS
- Readers: Everyone
TRAD: Enhancing LLM Agents with Step-Wise Thought Retrieval and Aligned Decision
Ruiwen Zhou, Yingxuan Yang, Muning Wen, Ying Wen, Wenhao Wang, Chunling Xi, Guoqiang Xu, Yong Yu, Weinan Zhang
- SIGIR 2024
- Readers: Everyone
Progra: Progress-Aware Reinforcement Learning for Multi-Turn Function Calling
Huacan Chai, Zijie Cao, Maolin Ran, Yingxuan Yang, Jianghao Lin, pengxin, HairuiWang, Renjie Ding, Ziyu Wan, Muning Wen, Weiwen Liu, Weinan Zhang, fei huang, Ying Wen
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Structured In-context Environment Scaling for Large Language Model Reasoning
Peng Yu, Zeyuan Zhao, Shao Zhang, Luoyi Fu, Xinbing Wang, Ying Wen
- ICLR 2026 Poster
- Readers: Everyone
Towards Monotonic Improvement in In-Context Reinforcement Learning
Wenhao Zhang, Shao Zhang, Xihuai Wang, Yang Li, Ying Wen
- Submitted to ICLR 2026
- Readers: Everyone
RHINO: Learning Real-Time Humanoid-Human-Object Interaction from Human Demonstrations
Jingxiao Chen, Xinyao Li, Jiahang Cao, Zhengbang Zhu, Wentao Dong, Minghuan Liu, Ying Wen, Yong Yu, Liqing Zhang, Weinan Zhang
- HRSIC 2025 Oral
- Readers: Everyone
STAR: Efficient Preference-based Reinforcement Learning via Dual Regularization
Fengshuo Bai, Rui Zhao, Hongming Zhang, Sijia Cui, Shao Zhang, bo xu, Lei Han, Ying Wen, Yaodong Yang
- NeurIPS 2025 poster
- Readers: Everyone
ReMA: Learning to Meta-Think for LLMs with Multi-agent Reinforcement Learning
Ziyu Wan, Yunxiang LI, Xiaoyu Wen, Yan Song, Hanjing Wang, Linyi Yang, Mark Schmidt, Jun Wang, Weinan Zhang, Shuyue Hu, Ying Wen
- NeurIPS 2025 poster
- Readers: Everyone

View all 120 publications

Co-Authors

View all 257 co-authors