Heterogeneous Temporal Graph Neural Network Explainer. - Jiazheng Li 012; Chunhui Zhang; Chuxu Zhang (CIKM, 2023)

A Multi-Modality Framework for Drug-Drug Interaction Prediction by Harnessing Multi-source Data. - Qianlong Wen; Jiazheng Li 012; Chuxu Zhang; Yanfang Ye 001 (CIKM, 2023)

Instance-Aware Graph Prompt Learning. - Jiazheng Li 012; Jundong Li; Chuxu Zhang (Trans. Mach. Learn. Res., 2025)

MASS: Mathematical Data Selection via Skill Graphs for Pretraining Large Language Models. - Jiazheng Li 012; Lu Yu 006; Qing Cui; Zhiqiang Zhang 012; Jun Zhou 011; Yanfang Ye 001; Chuxu Zhang (CoRR, 2025)

Graph Foundation Models: A Comprehensive Survey. - Zehong Wang; Zheyuan Liu 010; Tianyi Ma; Jiazheng Li 012; Zheyuan Zhang; Xingbo Fu; Yiyang Li; Zhengqing Yuan; Wei Song; Yijun Ma; Qingkai Zeng 001; Xiusi Chen; et al. (CoRR, 2025)

Graph Prompting for Graph Learning Models: Recent Advances and Future Directions. - Xingbo Fu; Zehong Wang; Zihan Chen 002; Jiazheng Li 012; Yaochen Zhu; Zhen Lei 001; Cong Shen 001; Yanfang Ye 001; Chuxu Zhang; Jundong Li (CoRR, 2025)