Jingyuan Li

PhD student, Wuhan University

Joined

May 2023

Names

Jingyuan Li (Preferred)

Emails

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

Personal Links

Career & Education History

PhD student

Wuhan University (whu.edu.cn)

2024 – Present

MS student

Wuhan University (whu.edu.cn)

2020 – 2023

Advisors, Relations & Conflicts

No relations added

Expertise

deep learning

Present

Stochastic differential equations

Present

Publications

Reasoning as Gradient: Scaling MLE Agents Beyond Tree Search
Yifei Zhang, Xu Yang, Xiao Yang, Bowen Xian, Qizheng Li, Shikai Fang, Jingyuan Li, Jian Wang, Minrui Xu, Yuge Zhang, Weiqing Liu, Jiang Bian
- Agentic AI in the Wild: From Hallucinations to Reliable Autonomy Poster
- Readers: Everyone
Reasoning as Gradient: Scaling MLE Agents Beyond Tree Search
Yifei Zhang, Xu Yang, Xiao Yang, Bowen Xian, Qizheng Li, Shikai Fang, Jingyuan Li, Jian Wang, Minrui Xu, Yuge Zhang, Weiqing Liu, Jiang Bian
- ICLR 2026 Workshop RSI Poster
- Readers: Everyone
R&D-Agent: An LLM-Agent Framework Towards Autonomous Data Science
Xu Yang, Xiao Yang, Shikai Fang, Yifei Zhang, Jian Wang, bowen xian, Qizheng Li, Jingyuan Li, Minrui Xu, Yuante Li, Haoran Pan, Yuge Zhang, Weiqing Liu, yelong shen, Weizhu Chen, Jiang Bian
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Feynman-Kac Operator Expectation Estimator
Jingyuan Li, WEI LIU
- Submitted to ICLR 2025
- Readers: Everyone
Feynman-Kac Operator Expectation Estimator: An Innovative Method for Enhancing MCMC Efficiency and Reducing Variance
Jingyuan Li, WEI LIU
- Submitted to ICLR 2024
- Readers: Everyone

Co-Authors