Yutao Fan

PhD student, Harbin Institute of Technology

Intern, Shanghai Artificial Intelligence Laboratory

Joined

May 2024

Names

Yutao Fan (Preferred)

YuTao Fan

Emails

****@stu.hit.edu.cn (Confirmed)

****@gmail.com (Confirmed)

****@pjlab.org.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Harbin Institute of Technology (stu.hit.edu.cn)

2025 – Present

Intern

Shanghai Artificial Intelligence Laboratory (pjlab.org.cn)

2024 – Present

Undergrad student

Harbin Institute of Technology (stu.hit.edu.cn)

2021 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Wangmeng Zuo

2025 – 2030

PhD Advisor

LEI BAI

2025 – 2030

Expertise

Embodied Vision

2025 – Present

LLM Agent

2025 – Present

Publications

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey
Guibin Zhang, Hejia Geng, Xiaohang Yu, Zhenfei Yin, Zaibin Zhang, Zelin Tan, Heng Zhou, Zhong-Zhi Li, Xiangyuan Xue, Yijiang Li, Yifan Zhou, Yang Chen, Chen Zhang, Yutao Fan, Zihu Wang, Songtao Huang, Francisco Piedrahita Velez, Yue Liao, Hongru WANG, Mengyue Yang et al. (5 additional authors not shown)
- Accepted by TMLR
- Readers: Everyone
LiveSearchBench: An Automatically Constructed Benchmark for Retrieval and Reasoning over Dynamic Knowledge
Heng Zhou, Ao Yu, Yuchen Fan, Li Kang, Hejia Geng, Jianing Shi, Yongting Zhang, Yutao Fan, Yuhao Wu, Yiran Qin, LEI BAI, Zhenfei Yin
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Scaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning
Zelin Tan, Hejia Geng, Xiaohang Yu, Mulei Zhang, Guancheng Wan, Yifan Zhou, Qiang He, Xiangyuan Xue, Heng Zhou, Yutao Fan, Zhong-Zhi Li, Zaibin Zhang, Guibin Zhang, Chen Zhang, Zhenfei Yin, LEI BAI
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Better know nothing than half-know anything: A Precise and Efficient Dataset for Scientific Reasoning in Language Models
Yutao Fan, Yizhou Wang, Zhiheng Xi, Lintao Wang, Jianyu Wu, Aoran Wang, Guanyu Li, Jiaqi Liu, Pengze Li, Heng Zhou, Jiayang Li, Wangmeng Zuo, LEI BAI, SHIXIANG TANG, Philip Torr, Zhenfei Yin
- Submitted to ICLR 2026
- Readers: Everyone
BMMR: A Large-Scale Bilingual Multimodal Multi-Discipline Reasoning Dataset
Zhiheng Xi, Guanyu Li, YuTao Fan, Honglin Guo, Yufang Liu, Xiaoran Fan, Jiaqi Liu, dingjinchao, Wangmeng Zuo, Zhenfei Yin, LEI BAI, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
Visual-O1: Understanding Ambiguous Instructions via Multi-modal Multi-turn Chain-of-thoughts Reasoning
Minheng Ni, Yutao Fan, Lei Zhang, Wangmeng Zuo
- ICLR 2025
- Readers: Everyone
Visual-O1: Understanding Ambiguous Instructions via Multi-modal Multi-turn Chain-of-thoughts Reasoning
Minheng Ni, YuTao Fan, Lei Zhang, Wangmeng Zuo
- ICLR 2025 Poster
- Readers: Everyone

Co-Authors

View all 55 co-authors

Yutao Fan

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

LiveSearchBench: An Automatically Constructed Benchmark for Retrieval and Reasoning over Dynamic Knowledge

Scaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning

Better know nothing than half-know anything: A Precise and Efficient Dataset for Scientific Reasoning in Language Models

BMMR: A Large-Scale Bilingual Multimodal Multi-Discipline Reasoning Dataset

Visual-O1: Understanding Ambiguous Instructions via Multi-modal Multi-turn Chain-of-thoughts Reasoning

Visual-O1: Understanding Ambiguous Instructions via Multi-modal Multi-turn Chain-of-thoughts Reasoning

Co-Authors