Quan Wei

PhD student, Department of Electrical and Computer Engineering, University of Minnesota - Twin Cities

Joined

May 2023

Names

Quan Wei (Preferred)

Emails

****@umn.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Department of Electrical and Computer Engineering, University of Minnesota - Twin Cities (umn.edu)

2024 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Reinforcing Multi-Turn Reasoning in LLM Agents via Turn-Level Reward Design
Quan Wei, Siliang Zeng, Chenliang Li, William Brown, Oana Frunza, Wei Deng, Anderson Schneider, Yuriy Nevmyvaka, Yang Katie Zhao, Alfredo Garcia, Mingyi Hong
- Submitted to ICLR 2026
- Readers: Everyone
Reinforcing Multi-Turn Reasoning in LLM Agents via Turn-Level Reward Design and Credit Assignment
Quan Wei, Siliang Zeng, Chenliang Li, William Brown, Oana Frunza, Wei Deng, Yuriy Nevmyvaka, Yang Katie Zhao, Alfredo Garcia, Mingyi Hong
- MTI-LLM @ NeurIPS 2025 Poster
- Readers: Everyone
Reinforcing Multi-Turn Reasoning in LLM Agents via Turn-Level Credit Assignment
Siliang Zeng, Quan Wei, William Brown, Oana Frunza, Yuriy Nevmyvaka, Yang Katie Zhao, Mingyi Hong
- WCUA 2025 Poster
- Readers: Everyone
RoSTE: An Efficient Quantization-Aware Supervised Fine-Tuning Approach for Large Language Models
Quan Wei, Chung-Yiu Yau, Hoi To Wai, Yang Zhao, Dongyeop Kang, Youngsuk Park, Mingyi Hong
- ICML 2025 poster
- Readers: Everyone

Co-Authors