Dong Yu

Distinguished Scientist, Tencent AI Lab

Joined

September 2016

Names

Dong Yu (Preferred)

Emails

****@ieee.org (Confirmed)

****@microsoft.com (Confirmed)

****@hotmail.com (Confirmed)

****@tencent.com (Confirmed)

****@global.tencent.com (Confirmed)

Personal Links

Career & Education History

Distinguished Scientist

Tencent AI Lab (tencent.com)

2017 – Present

researcher/senior researcher/principal researcher

Microsoft Research (microsoft.com)

2002 – 2017

Advisors, Relations & Conflicts

Coworker

Jianshu Chen

2018 – 2023

Expertise

speech recognition

deep learning

natural language processing

LLM

Present

Publications

Low-Bit Quantization Favors Undertrained LLMs
Xu Ouyang, Tao Ge, Thomas Hartvigsen, Zhisong Zhang, Haitao Mi, Dong Yu
- ACL 2025
- Readers: Everyone
Group Distributionally Robust Optimization-Driven RL for LLM Reasoning
Kishan Panaganti, Zhenwen Liang, Wenhao Yu, Haitao Mi, Dong Yu
- MALGAI
- Readers: Everyone
On the Evolution of Language Models without Labels: Majority Drives Selection, Novelty Promotes Variation
Yujun Zhou, Zhenwen Liang, Haolin Liu, Wenhao Yu, Kishan Panaganti, Linfeng Song, Dian Yu, Xiangliang Zhang, Haitao Mi, Dong Yu
- MATH-AI 2025 Poster
- Readers: Everyone
R-Zero: Self-Evolving Reasoning LLM from Zero Data
Chengsong Huang, Wenhao Yu, Xiaoyang Wang, Hongming Zhang, Zongxia Li, Ruosen Li, Jiaxin Huang, Haitao Mi, Dong Yu
- MATH-AI 2025 Poster
- Readers: Everyone
One Token to Fool LLM-as-a-Judge
Yulai Zhao, Haolin Liu, Dian Yu, Sunyuan Kung, MEIJIA CHEN, Haitao Mi, Dong Yu
- MATH-AI 2025 Poster
- Readers: Everyone
DeepCompress: A Dual Reward Strategy for Dynamically Exploring and Compressing Reasoning Chains
Tian Liang, Wenxiang Jiao, Zhiwei He, Jiahao Xu, Haitao Mi, Dong Yu
- ICLR 2026 Poster
- Readers: Everyone
VScan: Rethinking Visual Token Reduction for Efficient Large Vision-Language Models
Ce Zhang, Kaixin Ma, Tianqing Fang, Wenhao Yu, Hongming Zhang, Zhisong Zhang, Haitao Mi, Dong Yu
- Accepted by TMLR
- Readers: Everyone
Decoupling Reasoning from Proving: A New Framework for Tackling Olympiad-Level Mathematics
Zhenwen Liang, Linfeng Song, Yang Li, TAO YANG, feng zhang, Haitao Mi, Dong Yu
- MATH-AI 2025 Poster
- Readers: Everyone
CLUE: Non-parametric Verification from Experience via Hidden-State Clustering
Zhenwen Liang, Ruosen Li, Yujun Zhou, Linfeng Song, Dian Yu, Xinya Du, Haitao Mi, Dong Yu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
DeepTheorem: Advancing LLM Reasoning for Theorem Proving Through Natural Language and Reinforcement Learning
Ziyin Zhang, Jiahao Xu, Zhiwei He, Tian Liang, Qiuzhi Liu, Yansi Li, Linfeng Song, Zhenwen Liang, Zhuosheng Zhang, Rui Wang, Zhaopeng Tu, Haitao Mi, Dong Yu
- Submitted to ICLR 2026
- Readers: Everyone

View all 901 publications

Co-Authors

View all 529 co-authors