Jialian Li

Researcher, XPeng Motors

Joined

September 2018

Names

Jialian Li (Preferred)

Emails

****@mails.tsinghua.edu.cn (Confirmed)

,

****@163.com (Confirmed)

,

****@xiaopeng.com (Confirmed)

Personal Links

Career & Education History

Researcher

XPeng Motors (xpeng.com)

2024 – Present

PhD student

Tsinghua University (tsinghua.edu.cn)

2016 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Present

Expertise

Meta-learning

Present

Multi-agent Reinforcement Learning

Present

Reinforcement Learning

Present

Publications

Data-Driven Creativity: Amplifying Imagination in LLM Writing
Jialian Li, Ludan ZHANG, YipinZhang, Jian Xie, Dong Yan
- Submitted to ICLR 2025
- Readers: Everyone
Boosting Deductive Reasoning with Step Signals In RLHF
Jialian Li, YipinZhang, Wei Shen, Yuzi Yan, Jian Xie, Dong Yan
- Submitted to ICLR 2025
- Readers: Everyone
3D-Properties: Identifying Challenges in DPO and Charting a Path Forward
Yuzi Yan, Yibo Miao, Jialian Li, YipinZhang, Jian Xie, Zhijie Deng, Dong Yan
- ICLR 2025 Poster
- Readers: Everyone
Reward-Robust RLHF in LLMs
Yuzi Yan, Xingzhou Lou, Jialian Li, YipinZhang, Jian Xie, Chao Yu, Yu Wang, Dong Yan, Yuan Shen
- Submitted to ICLR 2025
- Readers: Everyone
Exploring the LLM Journey from Cognition to Expression with Linear Representations
Yuzi Yan, Jialian Li, Yipin Zhang, Dong Yan
- ICML 2024 Poster
- Readers: Everyone
Nearly Horizon-Free Offline Reinforcement Learning
Tongzheng Ren, Jialian Li, Bo Dai, Simon Shaolei Du, sujay sanghavi
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
Identify the Nash Equilibrium in Static Games with Random Payoffs
Yichi Zhou, Jialian Li, Jun Zhu
- 2017 (modified: 11 Nov 2022)
- ICML 2017
- Readers: Everyone
Conditional Generative Moment-Matching Networks
Yong Ren, Jun Zhu, Jialian Li, Yucen Luo
- 2016 (modified: 11 Nov 2022)
- NIPS 2016
- Readers: Everyone

Co-Authors