Xuanze Chen

According to our database, Xuanze Chen authored at least 10 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Learning How Much to Think: Difficulty-Aware Dynamic MoEs for Graph Node Classification.

Jiajun Zhou, Yadong Li, Xuanze Chen, Chen Ma, Chuang Zhao, Shanqing Yu, Qi Xuan

CoRR, April, 2026

CrossHGL: A Text-Free Foundation Model for Cross-Domain Heterogeneous Graph Learning.

Xuanze Chen, Jiajun Zhou, Yadong Li, Shanqing Yu, Qi Xuan

CoRR, March, 2026

2025

Clarify Confused Nodes via Separated Learning.

Jiajun Zhou, Shengbo Gong, Xuanze Chen, Chenxuan Xie, Shanqing Yu, Qi Xuan, Xiaoniu Yang

IEEE Trans. Pattern Anal. Mach. Intell., April, 2025

Mixture of Decoupled Message Passing Experts with Entropy Constraint for General Node Classification.

Xuanze Chen, Jiajun Zhou, Jinsong Chen, Shanqing Yu, Qi Xuan

CoRR, February, 2025

Mixture of Experts Meets Decoupled Message Passing: Towards General and Adaptive Node Classification.

Xuanze Chen, Jiajun Zhou, Shanqing Yu, Qi Xuan

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

2024

Lateral Movement Detection via Time-aware Subgraph Classification on Authentication Logs.

Jiajun Zhou, Jiacheng Yao, Xuanze Chen, Shanqing Yu, Qi Xuan, Xiaoniu Yang

CoRR, 2024

Rethinking Graph Transformer Architecture Design for Node Classification.

Jiajun Zhou, Xuanze Chen, Chenxuan Xie, Shanqing Yu, Qi Xuan, Xiaoniu Yang

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

CoRR, 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

CoRR, 2024

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, Shanqing Yu

Proceedings of the Data Security and Privacy Protection - Second International Conference, 2024