| 2026 | AAAI | Prior Refinement Is Better: Diffusion-Driven Graph Harmonization for Federated Graph Learning. | Shuman Zhuang, Zhihao Wu, Wei Huang, Luojun Lin, Jiali Yin, Lele Fu, Hong-Ning Dai |
| 2025 | AAAI | THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings. | Bowen Deng, Tong Wang, Lele Fu, Sheng Huang, Chuan Chen, Tao Zhang |
| 2025 | AAAI | Beyond Federated Prototype Learning: Learnable Semantic Anchors with Hyperspherical Contrast for Domain-Skewed Data. | Lele Fu, Sheng Huang, Yanyi Lai, Tianchi Liao, Chuanfu Zhang, Chuan Chen |
| 2025 | ICML | Towards Understanding Parametric Generalized Category Discovery on Graphs. | Bowen Deng, Lele Fu, Jialong Chen, Sheng Huang, Tianchi Liao, Zhang Tao, Chuan Chen |
| 2025 | ICML | Less is More: Federated Graph Learning with Alleviating Topology Heterogeneity from A Causal Perspective. | Lele Fu, Bowen Deng, Sheng Huang, Tianchi Liao, Shirui Pan, Chuan Chen |
| 2025 | ICML | Clients Collaborate: Flexible Differentially Private Federated Learning with Guaranteed Improvement of Utility-Privacy Trade-off. | Yuecheng Li, Lele Fu, Tong Wang, Jian Lou, Bin Chen, Lei Yang, Jian Shen, Zibin Zheng, Chuan Chen |
| 2025 | IJCAI | Learn from Global Rather Than Local: Consistent Context-Aware Representation Learning for Multi-View Graph Clustering. | Lele Fu, Bowen Deng, Sheng Huang, Tianchi Liao, Chuanfu Zhang, Chuan Chen |
| 2025 | IJCAI | FedBG: Proactively Mitigating Bias in Cross-Domain Graph Federated Learning Using Background Data. | Sheng Huang, Lele Fu, Tianchi Liao, Bowen Deng, Chuanfu Zhang, Chuan Chen |
| 2025 | IJCAI | Going Beyond Consistency: Target-oriented Multi-view Graph Neural Network. | Sujia Huang, Lele Fu, Shuman Zhuang, Yide Qiu, Bo Huang, Zhen Cui, Tong Zhang |
| 2025 | IJCAI | Federated Domain Generalization with Decision Insight Matrix. | Tianchi Liao, Binghui Xie, Lele Fu, Sheng Huang, Bowen Deng, Chuan Chen, Zibin Zheng |
| 2024 | ECAI | FedSeProto: Learning Semantic Prototype in Federated Learning. | Yanyi Lai, Lele Fu, Tianchi Liao, Chuan Chen, Zibin Zheng |
| 2023 | CIKM | Mutual Information-Driven Multi-View Clustering. | Lei Zhang, Lele Fu, Tong Wang, Chuan Chen, Chuanfu Zhang |
| 2022 | CIKM | Hierarchical Representation for Multi-view Clustering: From Intra-sample to Intra-view to Inter-view. | Jinghua Yang, Chuan Chen, Hong-Ning Dai, Meng Ding, Lele Fu, Zibin Zheng |