[IJCAI 2025] Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space 2026-05-10 Read More
[TMI 2025 ] MM-GTUNets: Unified Multi-Modal Graph Deep Learning for Brain Disorders Prediction 2026-05-09 图神经网络 Read More
[ICPR 2024 ] Leveraging Persistent Homology for Differential Diagnosis of Mild Cognitive Impairment 2025-03-01 脑网络 数据分析方法 Read More
[ICML 2024] Less is More: on the Over-Globalizing Problem in Graph Transformers 2025-02-28 图神经网络 Read More
[CIKM 2024] Contrasformer: A Brain Network Contrastive Transformer for Neurodegenerative Condition Identification 2024-12-24 脑网络 Read More