Publications
Grounding Memory Summarization in Utility Intent
2026Zhenyu Lei, Mingjia Shi, Xingbo Fu, Haoyu He, Qi R. Wang, Jundong Li
Conference on Empirical Methods in Natural Language Processing (EMNLP)
Graph Prompting for Graph Learning Models: Recent Advances and Future Directions
2025Xingbo Fu, Zehong Wang, Zihan Chen, Jiazheng Li, Yaochen Zhu, Zhenyu Lei, Cong Shen, Yanfang Ye, Chuxu Zhang, Jundong Li
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD Tutorial/Survey Track)
Graph Foundation Models: A Comprehensive Survey
2025Zehong Wang, Zheyuan Liu, Tianyi Ma, Jiazheng Li, Zheyuan Zhang, Xingbo Fu, Yiyang Li, Zhengqing Yuan, Wei Song, Yijun Ma, Qingkai Zeng, Xiusi Chen, Jianan Zhao, Jundong Li, Meng Jiang, Pietro Lio, Nitesh Chawla, Chuxu Zhang, Yanfang Ye
Preprint
Federated Graph Machine Learning: A Survey of Concepts, Techniques, and Applications
2022Xingbo Fu, Binchi Zhang, Yushun Dong, Chen Chen, Jundong Li
ACM SIGKDD Explorations Newsletter
A short version has been accepted to International Workshop on Federated Learning with Graph Data in Conjunction with CIKM 2022
Online Clustering based Fault Data Detection Method for Distributed PV Sites
2020Shujie Wang, Feng Gao, Jiang Wu, Chao Zheng, Xingbo Fu, Fangwei Duan
Chinese Control Conference (CCC)
When Do Drivers Concentrate? Attention-based Driver Behavior Modeling with Deep Reinforcement Learning
2020Xingbo Fu, Feng Gao, Jiang Wu
Preprint
Wind Power Capacity Planning in Enterpriseās Microgrid based on Approximation Expectation of Operation Cost
2019Yuzhou Zhou, Qiaozhu Zhai, Xingbo Fu, Xiaohong Guan, Feng Gao, Jiang Wu, Zhanbo Xu
IEEE Power & Energy Society General Meeting (PESGM)
A Simulation Method of Solar Irradiance Data Based on Feature Clustering and MTPM
2018Xingbo Fu, Feng Gao, Jiang Wu, Xiaohong Guan, Xuan Li, Pengyuan Liu, Pai Li
World Congress on Intelligent Control and Automation (WCICA)
Hybrid Features based K-means Clustering Algorithm for use in Electricity Customer Load Pattern Analysis
2018Pengyuan Liu, Chenye Yang, Jiang Wu, Xingbo Fu, Ruanming Huang, Yichao Huang, Fei Fei
Chinese Control Conference (CCC)