Spatiotemporal Attention Networks for Wind Power Forecasting. - Xingbo Fu; Feng Gao 015; Jiang Wu; Xinyu Wei; Fangwei Duan (ICDM Workshops, 2019)

A Simulation Approach to Multi-station Solar Irradiance Data Considering Temporal Correlations. - Xingbo Fu; Feng Gao 015; Jiang Wu; Ruanming Huang; Yichao Huang; Fei Fei (CoRR, 2019)

When Do Drivers Concentrate? Attention-based Driver Behavior Modeling With Deep Reinforcement Learning. - Xingbo Fu; Xuan Di; Zhaobin Mo (CoRR, 2020)

Federated Graph Machine Learning: A Survey of Concepts, Techniques, and Applications. - Xingbo Fu; Binchi Zhang; Yushun Dong; Chen Chen 022; Jundong Li (SIGKDD Explor., 2022)

Spatial-Temporal Networks for Antibiogram Pattern Prediction. - Xingbo Fu; Chen Chen 022; Yushun Dong; Anil Vullikanti; Eili Klein; Gregory Madden; Jundong Li (ICHI, 2023)

Federated Few-shot Learning. - Song Wang 013; Xingbo Fu; Kaize Ding; Chen Chen 022; Huiyuan Chen; Jundong Li (KDD, 2023)

Federated Graph Learning with Structure Proxy Alignment. - Xingbo Fu; Zihan Chen 002; Binchi Zhang; Chen Chen 022; Jundong Li (KDD, 2024)

Safety in Graph Machine Learning: Threats and Safeguards. - Song Wang 013; Yushun Dong; Binchi Zhang; Zihan Chen 002; Xingbo Fu; Yinhan He; Cong Shen 001; Chuxu Zhang; Nitesh V. Chawla; Jundong Li (CoRR, 2024)

Federated Graph Learning with Graphless Clients. - Xingbo Fu; Song Wang 013; Yushun Dong; Binchi Zhang; Chen Chen 022; Jundong Li (Trans. Mach. Learn. Res., 2024)

Virtual Nodes Can Help: Tackling Distribution Shifts in Federated Graph Learning. - Xingbo Fu; Zihan Chen 002; Yinhan He; Song Wang 013; Binchi Zhang; Chen Chen 022; Jundong Li (AAAI, 2025)

Edge Prompt Tuning for Graph Neural Networks. - Xingbo Fu; Yinhan He; Jundong Li (ICLR, 2025)

A Survey of Scaling in Large Language Model Reasoning. - Zihan Chen 002; Song Wang 013; Zhen Tan 001; Xingbo Fu; Zhen Lei 001; Peng Wang 105; Huan Liu 001; Cong Shen 001; Jundong Li (CoRR, 2025)

FedHERO: A Federated Learning Approach for Node Classification Task on Heterophilic Graphs. - Zihan Chen 002; Xingbo Fu; Yushun Dong; Jundong Li; Cong Shen 001 (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)