Wendi Li

PhD student, Computer Science, University of Wisconsin - Madison

Joined

October 2022

Names

Wendi Li (Preferred)

Emails

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

****@wisc.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

Computer Science, University of Wisconsin - Madison (wisc.edu)

2025 – 2030

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Uncertainty Quantification in LLM Agents: Foundations, Emerging Challenges, and Opportunities
Changdae Oh, Seongheon Park, To Eun Kim, Jiatong Li, Wendi Li, Samuel Yeh, Xuefeng Du, Hamed Hassani, Paul Bogdan, Dawn Song, Sharon Li
- Agentic AI in the Wild: From Hallucinations to Reliable Autonomy Poster
- Readers: Everyone
General Exploratory Bonus for Optimistic Exploration in RLHF
Wendi Li, Changdae Oh, Sharon Li
- ResponsibleFM @ NeurIPS 2025
- Readers: Everyone
Process Reinforcement through Implicit Rewards
Ganqu Cui, Lifan Yuan, Zefan Wang, Hanbin Wang, Yuchen Zhang, Jiacheng Chen, Wendi Li, Bingxiang He, Yuchen Fan, Tianyu Yu, Qixin Xu, Weize Chen, Jiarui Yuan, Huayu Chen, Kaiyan Zhang, Xingtai Lv, Shuo Wang, Yuan Yao, Xu Han, Hao Peng et al. (5 additional authors not shown)
- Submitted to ICLR 2026
- Readers: Everyone
General Exploratory Bonus for Optimistic Exploration in RLHF
Wendi Li, Changdae Oh, Sharon Li
- ICLR 2026 Poster
- Readers: Everyone
Free Process Rewards without Process Labels
Lifan Yuan, Wendi Li, Huayu Chen, Ganqu Cui, Ning Ding, Kaiyan Zhang, Bowen Zhou, Zhiyuan Liu, Hao Peng
- ICML 2025 poster
- Readers: Everyone
Process Reward Model with Q-value Rankings
Wendi Li, Yixuan Li
- ICLR 2025 Poster
- Readers: Everyone
Reinforcement Learning with Token-level Feedback for Controllable Text Generation
Wendi Li, Wei Wei, Kaihe Xu, Wenfeng Xie, Dangyang Chen, Yu Cheng
- NAACL-HLT (Findings) 2024
- Readers: Everyone
Position Debiasing Fine-Tuning for Causal Perception in Long-Term Dialogue
Shixuan Fan, Wei Wei, Wendi Li, Xian-Ling Mao, Wenfeng Xie, Dangyang Chen
- CoRR 2024
- Readers: Everyone
Reinforcement Learning with Fine-grained Reward for Controllable Text Generation
Wendi Li, Wei Wei, Dangyang Chen
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
TREA: Tree-Structure Reasoning Schema for Conversational Recommendation
Wendi Li, Wei Wei, Xiaoye Qu, Xian-Ling Mao, Ye Yuan, Wenfeng Xie, Dangyang Chen
- ACL (1) 2023
- Readers: Everyone

View all 11 publications

Co-Authors

View all 49 co-authors