Runchuan Zhu

Researcher, National University of Singapore

Joined

August 2024

Names

Runchuan Zhu (Preferred)

Emails

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

****@gmail.com (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Researcher

National University of Singapore (nus.edu.sg)

2026 – 2026

MS student

Peking University (stu.pku.edu.cn)

2022 – 2025

Advisors, Relations & Conflicts

Advisor

Yasha Wang

2022 – 2025

Expertise

LLM

2022 – 2026

Publications

KnowPO: Knowledge-Aware Preference Optimization for Controllable Knowledge Selection in Retrieval-Augmented Language Models
Ruizhe Zhang, Yongxin Xu, Yuzhen Xiao, Runchuan Zhu, Xinke Jiang, Xu Chu, Junfeng Zhao, Yasha Wang
- OpenReview Archive Direct Upload
- Readers: Everyone
PM4Bench: A Parallel Multilingual Multi-Modal Multi-task Benchmark for Large Vision Language Model
Junyuan Gao, Jiahe Song, Jiang Wu, Runchuan Zhu, Guanlin Shen, Shasha Wang, Xingjian Wei, Haote Yang, Songyang Zhang, Weijia Li, Bin Wang, Dahua Lin, Lijun Wu, Conghui He
- CoRR 2025
- Readers: Everyone
GRAIT: Gradient-Driven Refusal-Aware Instruction Tuning for Effective Hallucination Mitigation
Runchuan Zhu, Zinco Jiang, Jiang Wu, Zhipeng Ma, Jiahe Song, Fengshuo Bai, Dahua Lin, Lijun Wu, Conghui He
- CoRR 2025
- Readers: Everyone
Retrieval Dexterity: Efficient Object Retrieval in Clutters with Dexterous Hand
Fengshuo Bai, Yu Li, Jie Chu, Tawei Chou, Runchuan Zhu, Ying Wen, Yaodong Yang, Yuanpei Chen
- CoRR 2025
- Readers: Everyone
KnowPO: Knowledge-Aware Preference Optimization for Controllable Knowledge Selection in Retrieval-Augmented Language Models
Ruizhe Zhang, Yongxin Xu, Yuzhen Xiao, Runchuan Zhu, Xinke Jiang, Xu Chu, Junfeng Zhao, Yasha Wang
- AAAI 2025
- Readers: Everyone
Utilize the Flow Before Stepping into the Same River Twice: Certainty Represented Knowledge Flow for Refusal-Aware Instruction Tuning
Runchuan Zhu, Zhipeng Ma, Jiang Wu, Junyuan Gao, Jiaqi Wang, Dahua Lin, Conghui He
- AAAI 2025
- Readers: Everyone
3DS: Decomposed Difficulty Data Selection’s Case Study on LLM Medical Domain Adaptation
Hongxin Ding, Yue Fang, Runchuan Zhu, Xinke Jiang, Jinyang Zhang, Yongxin Xu, Xu Chu, Junfeng Zhao, Yasha Wang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
KnowPO: Knowledge-aware Preference Optimization for Controllable Knowledge Selection in Retrieval-Augmented Language Models
Ruizhe Zhang, Yongxin Xu, Yuzhen Xiao, Runchuan Zhu, Xinke Jiang, Xu Chu, Junfeng Zhao, Yasha Wang
- CoRR 2024
- Readers: Everyone
3DS: Decomposed Difficulty Data Selection's Case Study on LLM Medical Domain Adaptation
Hongxin Ding, Yue Fang, Runchuan Zhu, Xinke Jiang, Jinyang Zhang, Yongxin Xu, Xu Chu, Junfeng Zhao, Yasha Wang
- CoRR 2024
- Readers: Everyone
Utilize the Flow before Stepping into the Same River Twice: Certainty Represented Knowledge Flow for Refusal-Aware Instruction Tuning
Runchuan Zhu, Zhipeng Ma, Jiang Wu, Junyuan Gao, Jiaqi Wang, Dahua Lin, Conghui He
- CoRR 2024
- Readers: Everyone

View all 12 publications

Co-Authors

View all 38 co-authors