Jinhua Zhu

PhD student, EEIS, University of Science and Technology of China

Joined

September 2018

Names

Jinhua Zhu (Preferred)

Emails

****@mail.ustc.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

EEIS, University of Science and Technology of China (ustc.edu.cn)

2019 – Present

Undergrad student

EEIS, University of Science and Technology of China (ustc.edu.cn)

2015 – 2019

Advisors, Relations & Conflicts

PhD Advisor

Houqiang Li

2019 – Present

Expertise

No areas of expertise listed

Publications

Disentangling Length Bias in Preference Learning via Response-Conditioned Modeling
Jianfeng Cai, Jinhua Zhu, Ruopei Sun, Yue Wang, Li Li, Wengang Zhou, Houqiang Li
- ICLR 2026 Poster
- Readers: Everyone
DAPO: An Open-Source LLM Reinforcement Learning System at Scale
Qiying Yu, Zheng Zhang, Ruofei Zhu, Yufeng Yuan, Xiaochen Zuo, YuYue, Weinan Dai, Tiantian Fan, Gaohong Liu, Juncai Liu, LingJun Liu, Xin Liu, Haibin Lin, Zhiqi Lin, Bole Ma, Guangming Sheng, Yuxuan Tong, Chi Zhang, Mofan Zhang, Ru Zhang et al. (16 additional authors not shown)
- NeurIPS 2025 poster
- Readers: Everyone
Reveal the Mystery of DPO: The Connection between DPO and RL Algorithms
Xuerui Su, Yue Wang, Jinhua Zhu, Mingyang Yi, Feng Xu, Zhi-Ming Ma, Yuting Liu
- Reasoning and Planning for LLMs @ ICLR2025
- Readers: Everyone
3D-MolT5: Leveraging Discrete Structural Information for Molecule-Text Modeling
Qizhi Pei, Rui Yan, Kaiyuan Gao, Jinhua Zhu, Lijun Wu
- ICLR 2025 Poster
- Readers: Everyone
Enhanced BioT5+ for Molecule-Text Translation: A Three-Stage Approach with Data Distillation, Diverse Training, and Voting Ensemble
Qizhi Pei, Lijun Wu, Kaiyuan Gao, Jinhua Zhu, Rui Yan
- Language and Molecules ACL 2024 Oral
- Readers: Everyone
Trustworthy Alignment of Retrieval-Augmented Large Language Models via Reinforcement Learning
Zongmeng Zhang, Yufeng Shi, Jinhua Zhu, Wengang Zhou, Xiang Qi, peng zhang, Houqiang Li
- ICML 2024 Poster
- Readers: Everyone
BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning
Qizhi Pei, Lijun Wu, Kaiyuan Gao, Xiaozhuan Liang, Yin Fang, Jinhua Zhu, Shufang Xie, Tao Qin, Rui Yan
- ACL (Findings) 2024
- Readers: Everyone
BioT5: Enriching Cross-modal Integration in Biology with Chemical Knowledge and Natural Language Associations
Qizhi Pei, Wei Zhang, Jinhua Zhu, Kehan Wu, Kaiyuan Gao, Lijun Wu, Yingce Xia, Rui Yan
- EMNLP 2023 Main
- Readers: Everyone
FABind: Fast and Accurate Protein-Ligand Binding
Qizhi Pei, Kaiyuan Gao, Lijun Wu, Jinhua Zhu, Yingce Xia, Shufang Xie, Tao Qin, Kun He, Tie-Yan Liu, Rui Yan
- NeurIPS 2023 poster
- Readers: Everyone
Masked Contrastive Representation Learning for Reinforcement Learning
Jinhua Zhu, Yingce Xia, Lijun Wu, Jiajun Deng, Wengang Zhou, Tao Qin, Tie-Yan Liu, Houqiang Li
- IEEE Trans. Pattern Anal. Mach. Intell. 2023
- Readers: Everyone

View all 41 publications

Co-Authors

View all 105 co-authors