Kangning Zhang

PhD student, Shanghai Jiaotong University

Joined

September 2023

Names

Kangning Zhang (Preferred)

Emails

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

Personal Links

Career & Education History

PhD student

Shanghai Jiaotong University (sjtu.edu.cn)

2024 – 2029

Undergrad student

Shanghai Jiaotong University (sjtu.edu.cn)

2020 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Weinan Zhang

Present

PhD Advisor

Yong Yu

Present

PhD Advisor

Weiwen Liu

Present

Expertise

Large Language Model

Present

Multimodal

2024 – Present

Recommendation System

2023 – Present

Publications

LoopTool: Closing the Data-Training Loop for Robust LLM Tool Calls
Kangning Zhang, Wenxiang Jiao, Kounianhua Du, Yuan Lu, Weiwen Liu, Weinan Zhang, Lei Zhang, Yong Yu
- CoRR 2025
- Readers: Everyone
A Survey of Process Reward Models: From Outcome Signals to Process Supervisions for Large Language Models
Congming Zheng, Jiachen Zhu, Zhuoying Ou, Yuxiang Chen, Kangning Zhang, Rong Shan, Zeyu Zheng, Mengyue Yang, Jianghao Lin, Yong Yu, Weinan Zhang
- CoRR 2025
- Readers: Everyone
Fints: Efficient Inference-Time Personalization for LLMs with Fine-Grained Instance-Tailored Steering
Kounianhua Du, Jianxing Liu, Kangning Zhang, Wenxiang Jiao, Yuan Lu, Jiarui Jin, Weiwen Liu, Yong Yu, Weinan Zhang
- CoRR 2025
- Readers: Everyone
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- ICLR 2026 Conference Withdrawn Submission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
CATE: A Cross-Attention-Transformer Based Method for Traffic Engineering
Bosheng Zhang, Li Zheng, Tianle Xia, Wei Li, Kangning Zhang, Songlin Sun
- IWQoS 2025
- Readers: Everyone
An Automatic Graph Construction Framework based on Large Language Models for Recommendation
Rong Shan, Jianghao Lin, Chenxu Zhu, Bo Chen, Menghui Zhu, Kangning Zhang, Jieming Zhu, Ruiming Tang, Yong Yu, Weinan Zhang
- KDD (2) 2025
- Readers: Everyone
Enhanced Ground Fissure Detection in Mining Areas Based on Visible-Infrared Image Fusion and YOLOv5
Yixin Zhao, Liangchen Zhao, Jihong Guo, Kangning Zhang, Chunwei Ling, Shirui Wang, Hua Bian
- IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 2025
- Readers: Everyone
3D Diffusion Policy: Generalizable Visuomotor Policy Learning via Simple 3D Representations
Yanjie Ze, Gu Zhang, Kangning Zhang, Chenyuan Hu, Muhan Wang, Huazhe Xu
- DM 2024
- Readers: Everyone
3D Diffusion Policy: Generalizable Visuomotor Policy Learning via Simple 3D Representations
Yanjie Ze, Gu Zhang, Kangning Zhang, Chenyuan Hu, Muhan Wang, Huazhe Xu
- ICRA 2024 Workshop on 3D Visual Representations for Robot Manipulation
- Readers: Everyone
AlignRec: Aligning and Training in Multimodal Recommendations
Yifan Liu, Kangning Zhang, Xiangyuan Ren, Yanhua Huang, Jiarui Jin, Yingjie Qin, Ruilong Su, Ruiwen Xu, Yong Yu, Weinan Zhang
- CIKM 2024
- Readers: Everyone

View all 25 publications

Co-Authors

View all 67 co-authors