Yuchen Shi

Researcher, Lab of Youtu

Joined

April 2024

Names

Yuchen Shi (Preferred)

Emails

****@m.fudan.edu.cn (Confirmed)

****@tencent.com (Confirmed)

Personal Links

Career & Education History

Researcher

Lab of Youtu (tencent.com)

2024 – Present

MS student

Fudan University (fudan.edu.cn)

2021 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Training-Free Group Relative Policy Optimization
Yuzheng Cai, Siqi Cai, Yuchen Shi, Zihan Xu, Yulei Qin, Gang Li, Zongyi Li, Xiaoyu Tan, Haojia Lin, Yong Mao, Lichao Chen, Ke Li, Xing Sun
- Submitted to ICLR 2026
- Readers: Everyone
RoRecomp: Enhancing Reasoning Efficiency via Rollout Response Recomposition in Reinforcement Learning
Gang Li, Yulei Qin, Xiaoyu Tan, Dingkang Yang, Guocan Cai, Yuchen Shi, Zihan Xu, Xiang Li, Xing Sun, Ke Li
- Submitted to ICLR 2026
- Readers: Everyone
CUARewardBench: Benchmark for Evaluating Reward Models on Computer-using Agent Trajectories
Haojia Lin, Xiaoyu Tan, Yulei Qin, Zihan Xu, Yuchen Shi, Zongyi Li, Gang Li, Shaofei Cai, Siqi Cai, Chaoyou Fu, Ke Li, Xing Sun
- Submitted to ICLR 2026
- Readers: Everyone
Learn the Ropes, Then Trust the Wins: Self-imitation with Progressive Exploration for Agentic Reinforcement Learning
Yulei Qin, Xiaoyu Tan, Zhengbao He, Gang Li, Haojia Lin, Zongyi Li, Zihan Xu, Yuchen Shi, Siqi Cai, Renting Rui, Shaofei Cai, Yuzheng Cai, Xuan Zhang, Sheng Ye, Ke Li, Xing Sun
- ICLR 2026 Poster
- Readers: Everyone
LTD-Bench: Evaluating Large Language Models by Letting Them Draw
Liuhao Lin, Ke Li, Zihan Xu, Yuchen Shi, Yulei Qin, Yan Zhang, Xing Sun, Rongrong Ji
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
Incentivizing Reasoning for Advanced Instruction-Following of Large Language Models
Yulei Qin, Gang Li, Zongyi Li, Zihan Xu, Yuchen Shi, Zhekai Lin, Xiao Cui, Ke Li, Xing Sun
- NeurIPS 2025 poster
- Readers: Everyone
FlowAgent: Achieving Compliance and Flexibility for Workflow Agents
Yuchen Shi, Siqi Cai, Zihan Xu, Yuei Qin, Gang Li, Hang Shao, Jiawei Chen, Deqing Yang, Ke Li, Xing Sun
- CoRR 2025
- Readers: Everyone
Exploiting explicit item-item correlations from knowledge graphs for enhanced sequential recommendation
Yanlin Zhang, Yuchen Shi, Deqing Yang, Xiaodong Gu
- Inf. Syst. 2025
- Readers: Everyone
LUCY: Linguistic Understanding and Control Yielding Early Stage of Her
Heting Gao, Hang Shao, Xiong Wang, Chaofan Qiu, Yunhang Shen, Siqi Cai, Yuchen Shi, Zihan Xu, Zuwei Long, Yike Zhang, Shaoqi Dong, Chaoyou Fu, Ke Li, Long Ma, Xing Sun
- CoRR 2025
- Readers: Everyone
FlowAgent: a New Paradigm for Workflow Agent
Yuchen Shi, Siqi Cai, Zihan Xu, Yulei Qin, Gang Li, Hang Shao, Jiawei Chen, Deqing Yang, Ke Li, Xing Sun
- Submitted to ICLR 2025
- Readers: Everyone

View all 22 publications

Co-Authors

View all 55 co-authors