Dian Yu

NLP researcher, Tencent AI Lab

Joined

September 2019

Names

Dian Yu (Preferred)

Emails

****@gmail.com (Confirmed)

****@tencent.com (Confirmed)

Personal Links

Career & Education History

NLP researcher

Tencent AI Lab (tencent.com)

2017 – Present

PhD student

Rensselaer Polytechnic Institute (rpi.edu)

2013 – 2017

Advisors, Relations & Conflicts

PhD Advisor

Heng Ji

2012 – 2017

Expertise

information extraction

Present

machine reading comprehension

Present

large language models

Present

Publications

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
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
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- ICLR 2026 Conference Withdrawn Submission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
DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning
Zhiwei He, Tian Liang, Jiahao Xu, Qiuzhi Liu, Xingyu Chen, Yue Wang, Linfeng Song, Dian Yu, Zhenwen Liang, Wenxuan Wang, Zhuosheng Zhang, Rui Wang, Zhaopeng Tu, Haitao Mi, Dong Yu
- ICLR 2026 Poster
- Readers: Everyone
Vision-SR1: Self-Rewarding Vision-Language Model via Reasoning Decomposition and Multi-Reward Policy Optimization
Zongxia Li, Wenhao Yu, Chengsong Huang, Zhenwen Liang, Rui Liu, Fuxiao Liu, Jingxi Chen, Dian Yu, Jordan Lee Boyd-Graber, Haitao Mi, Dong Yu
- ICLR 2026 Poster
- Readers: Everyone
VOGUE: Guiding Exploration with Visual Uncertainty Improves Multimodal Reasoning
Rui Liu, Dian Yu, Tong Zheng, Runpeng Dai, Zongxia Li, Wenhao Yu, Zhenwen Liang, Linfeng Song, Haitao Mi, Pratap Tokekar, Dong Yu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
CDE: Curiosity-Driven Exploration for Efficient Reinforcement Learning in Large Language Models
Runpeng Dai, Linfeng Song, Haolin Liu, Zhenwen Liang, Dian Yu, Haitao Mi, Zhaopeng Tu, Rui Liu, Tong Zheng, Hongtu Zhu, Dong Yu
- ICLR 2026 Poster
- 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
- Submitted to ICLR 2026
- Readers: Everyone
CDE: Curiosity-Driven Exploration for Efficient Reinforcement Learning in Large Language Models
Runpeng Dai, Linfeng Song, Haolin Liu, Zhenwen Liang, Dian Yu, Haitao Mi, Zhaopeng Tu, Rui Liu, Tong Zheng, Hongtu Zhu, 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
- Submitted to ICLR 2026
- Readers: Everyone

View all 62 publications

Co-Authors

View all 154 co-authors