Zongkai Liu

PhD student, SUN YAT-SEN UNIVERSITY

Joined

May 2022

Names

Zongkai Liu (Preferred)

Emails

****@mail2.sysu.edu.cn (Confirmed)

Personal Links

Homepage

DBLP

Semantic Scholar

Career & Education History

PhD student

SUN YAT-SEN UNIVERSITY (sysu.edu.cn)

2022 – Present

Undergrad student

SUN YAT-SEN UNIVERSITY (sysu.edu.cn)

2018 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Chao Yu

2022 – Present

Expertise

Reinforcement Learning

Present

Publications

Distributional Reinforcement Learning for Large Language Models
Zhijian Zhou, Long Li, Xuan Zhang, Zongkai Liu, Yanting Miao, Yuchen Liu, Deshu Chen, Xiaoyu Tan, Chao Qu, Yuan Qi
- Submitted to ICLR 2026
- Readers: Everyone
MM-PRM: Enhancing Multimodal Mathematical Reasoning with Scalable Step-Level Supervision
Lingxiao Du, Fanqing Meng, Zongkai Liu, Zhixiang Zhou, Ping Luo, Qiaosheng Zhang, Wenqi Shao
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Guiding Diffusion Models with Reinforcement Learning for Stable Molecule Generation
Zhijian Zhou, Junyi An, Zongkai Liu, Yun-Fei Shi, Fenglei Cao, Xuan Zhang, Wenli Wang, Chao Qu, Yuan Qi
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
CPGD: Toward Stable Reinforcement Learning for Language Models
Zongkai Liu, Fanqing Meng, Lingxiao Du, Zhixiang Zhou, Chao Yu, Wenqi Shao, Qiaosheng Zhang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
MM-Eureka: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning
Fanqing Meng, Lingxiao Du, Zongkai Liu, Zhixiang Zhou, Quanfeng Lu, Daocheng Fu, Tiancheng Han, Botian Shi, Ping Luo, Kaipeng Zhang, Yu Qiao, Qiaosheng Zhang, Wenqi Shao
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
MM-Eureka: Exploring Visual Aha Moment with Rule-based Large-scale Reinforcement Learning
Fanqing Meng, Lingxiao Du, Zongkai Liu, Zhixiang Zhou, Quanfeng Lu, Daocheng Fu, Botian Shi, Wenhai Wang, Junjun He, Kaipeng Zhang, Ping Luo, Yu Qiao, Qiaosheng Zhang, Wenqi Shao
- CoRR 2025
- Readers: Everyone
Conservative Offline Goal-Conditioned Implicit V-Learning
Kaiqiang Ke, Qian Lin, Zongkai Liu, Shenghong He, Chao Yu
- ICML 2025 poster
- Readers: Everyone
Rapid Learning in Constrained Minimax Games with Negative Momentum
Zijian Fang, Zongkai Liu, Chao Yu, Chaohao Hu
- AAAI 2025
- Readers: Everyone
Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization
Zongkai Liu, Qian Lin, Chao Yu, Xiawei Wu, Yile Liang, Donghui Li, Xuetao Ding
- AAAI 2025
- Readers: Everyone
An Offline Adaptation Framework for Constrained Multi-Objective Reinforcement Learning
Qian Lin, Zongkai Liu, Danying Mo, Chao Yu
- NeurIPS 2024 poster
- Readers: Everyone

View all 15 publications

Co-Authors

View all 43 co-authors