A Federated Parameter Aggregation Method for Node Classification Tasks with Different Graph Network Structures. - Hao Song; Jiacheng Yao; Xuanze Chen; Shaocong Xu; Shibo Jin; Jiajun Zhou; Chenbo Fu; Qi Xuan 001; Shanqing Yu (DSPP (1), 2024)

Facilitating Feature and Topology Lightweighting: An Ethereum Transaction Graph Compression Method for Malicious Account Detection. - Xuanze Chen; Chenkai Hu; Shengbo Gong; Chengxiang Jin; Jiajun Zhou; Shanqing Yu; Qi Xuan 001 (CoRR, 2024)

Network Anomaly Traffic Detection via Multi-view Feature Fusion. - Song Hao; Wentao Fu; Xuanze Chen; Chengxiang Jin; Jiajun Zhou; Shanqing Yu; Qi Xuan 001 (CoRR, 2024)

Rethinking Graph Transformer Architecture Design for Node Classification. - Jiajun Zhou; Xuanze Chen; Chenxuan Xie; Shanqing Yu; Qi Xuan 001; Xiaoniu Yang (CoRR, 2024)

Lateral Movement Detection via Time-aware Subgraph Classification on Authentication Logs. - Jiajun Zhou; Jiacheng Yao; Xuanze Chen; Shanqing Yu; Qi Xuan 001; Xiaoniu Yang (CoRR, 2024)

Mixture of Experts Meets Decoupled Message Passing: Towards General and Adaptive Node Classification. - Xuanze Chen; Jiajun Zhou; Shanqing Yu; Qi Xuan 001 (WWW (Companion Volume), 2025)

Mixture of Decoupled Message Passing Experts with Entropy Constraint for General Node Classification. - Xuanze Chen; Jiajun Zhou; Jinsong Chen; Shanqing Yu; Qi Xuan 001 (CoRR, 2025)

Clarify Confused Nodes via Separated Learning. - Jiajun Zhou; Shengbo Gong; Xuanze Chen; Chenxuan Xie; Shanqing Yu; Qi Xuan 001; Xiaoniu Yang (IEEE Trans. Pattern Anal. Mach. Intell., 2025)