Kounianhua Du

PhD student, Shanghai Jiaotong University

Joined

May 2021

Names

Kounianhua Du (Preferred)

Emails

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

Personal Links

Google Scholar

DBLP

Semantic Scholar

Career & Education History

PhD student

Shanghai Jiaotong University (sjtu.edu.cn)

2024 – Present

MS student

Shanghai Jiaotong University (sjtu.edu.cn)

2021 – 2024

Bachelor

Shanghai Jiao Tong University (sjtu.edu.cn)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Weinan Zhang

Present

Expertise

No areas of expertise listed

Publications

LoopTool: Closing the Data–Training Loop for Robust LLM Tool Calls
Kangning Zhang, Weiwen Liu, Wenxiang Jiao, Kounianhua Du, Yuan Lu, Weinan Zhang, Yong Yu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
MobileUse: A Hierarchical Reflection-Driven GUI Agent for Autonomous Mobile Operation
Ning Li, Xiangmou Qu, Jiamu Zhou, Jun Wang, Muning Wen, Kounianhua Du, Xingyu Lou, Qiuying Peng, Jun Wang, Weinan Zhang
- NeurIPS 2025 poster
- Readers: Everyone
Retrieval-Augmented Process Reward Model for Generalizable Mathematical Reasoning
Jiachen Zhu, Congmin Zheng, Jianghao Lin, Kounianhua Du, Ying Wen, Yong Yu, Jun Wang, Weinan Zhang
- CoRR 2025
- Readers: Everyone
Boost, Disentangle, and Customize: A Robust System2-to-System1 Pipeline for Code Generation
Kounianhua Du, Hanjing Wang, Jianxing Liu, Jizheng Chen, Xinyi Dai, Yasheng Wang, Ruiming Tang, Yong Yu, Jun Wang, Weinan Zhang
- CoRR 2025
- Readers: Everyone
RethinkMCTS: Refining Erroneous Thoughts in Monte Carlo Tree Search for Code Generation
Qingyao Li, Wei Xia, Kounianhua Du, Xinyi Dai, Ruiming Tang, Yasheng Wang, Yong Yu, Weinan Zhang
- Submitted to ICLR 2025
- Readers: Everyone
ELCoRec: Enhance Language Understanding with Co-Propagation of Numerical and Categorical Features for Recommendation
Jizheng Chen, Kounianhua Du, Jianghao Lin, Bo Chen, Ruiming Tang, Weinan Zhang
- CoRR 2024
- Readers: Everyone
DisCo: Towards Harmonious Disentanglement and Collaboration between Tabular and Semantic Space for Recommendation
Kounianhua Du, Jizheng Chen, Jianghao Lin, Yunjia Xi, Hangyu Wang, Xinyi Dai, Bo Chen, Ruiming Tang, Weinan Zhang
- CoRR 2024
- Readers: Everyone
Agentic Information Retrieval
Weinan Zhang, Junwei Liao, Ning Li, Kounianhua Du
- CoRR 2024
- Readers: Everyone
RethinkMCTS: Refining Erroneous Thoughts in Monte Carlo Tree Search for Code Generation
Qingyao Li, Wei Xia, Kounianhua Du, Xinyi Dai, Ruiming Tang, Yasheng Wang, Yong Yu, Weinan Zhang
- CoRR 2024
- Readers: Everyone

View all 29 publications

Co-Authors

View all 57 co-authors