Xinbing Wang

Full Professor, Shanghai Jiao Tong University

Joined

July 2019

Names

Xinbing Wang

Emails

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

Personal Links

Career & Education History

Full Professor

Shanghai Jiao Tong University (cs.sjtu.edu.cn)

2012 – Present

Advisors, Relations & Conflicts

PhD Advisor

2001 – 2006

Expertise

AI for Science

2019 – Present

Knowledge Graph

2012 – Present

Graph Neural Network

2012 – Present

Big Data

2012 – Present

Publications

Large Language Models Encode Geoscience Knowledge
Cheng Deng, Zhouhan Lin, Yi Xu, Le Zhou, Jin Zhuo, Tianhang Zhang, Shu Wang, Jiaxin Ding, Luoyi Fu, Weinan Zhang, Junxian He, Xinbing Wang, Chenghu Zhou
- AI4X-AC 2026 Poster
- Readers: Everyone
RWE: A Random Walk Based Graph Entropy for the Structural Complexity of Directed Networks
Chong Zhang, Cheng Deng, Luoyi Fu, Xinbing Wang, Guihai Chen, Lei Zhou
- IEEE Transactions on Network Science and Engineering
- Readers: Everyone
On the capacity of k-MPR wireless networks using multi-channel multi-interface.
Ming-Fei Guo, Xinbing Wang, Min-You Wu
- IWCMC 2009
- Readers: Everyone
R2MR: Review and Rewrite Modality for Recommendation.
Gu Tang, Jinghe Wang, Xiaoying Gan, Bin Lu 0005, Ze Zhao, Luoyi Fu, Xinbing Wang, Chenghu Zhou
- KDD (1) 2025
- Readers: Everyone
Pulse+: DetNet Routing Under Delay-Diff Constraint
Shizhen Zhao, Ximeng Liu, Tianyu Zhu, Xinbing Wang
- IEEE Trans. Netw. 2025
- Readers: Everyone
Rethinking temporal knowledge graph extrapolation: prioritizing historical events over graph
Yi Xu, Luoyi Fu, Xinbing Wang
- Frontiers Comput. Sci. 2025
- Readers: Everyone
InfoBound: A Provable Information-Bounds Inspired Framework for Both OoD Generalization and OoD Detection
Lin Zhu, Yifeng Yang, Zichao Nie, Yuan Gao, Jiarui Li, Qinying Gu, Xinbing Wang, Chenghu Zhou, Nanyang Ye
- IEEE Trans. Pattern Anal. Mach. Intell. 2025
- Readers: Everyone
AWM: Accurate Weight-Matrix Fingerprint for Large Language Models
Boyi Zeng, Lin Chen, Ziwei He, Xinbing Wang, Zhouhan Lin
- CoRR 2025
- Readers: Everyone
Bayes-CAL: Robust Cross-Modal Alignment by Bayesian Approach for Few-Shot OoD Generalization
Lin Zhu, Weihan Yin, Fan Wu, Qinying Gu, Xinbing Wang, Chenghu Zhou, Nanyang Ye
- Int. J. Comput. Vis. 2025
- Readers: Everyone
Context-level Language Modeling by Learning Predictive Context Embeddings
Beiya Dai, Yuliang Liu, Daozheng Xue, Qipeng Guo, Kai Chen, Xinbing Wang, Bowen Zhou, Zhouhan Lin
- CoRR 2025
- Readers: Everyone

View all 723 publications

Co-Authors

View all 835 co-authors