Mitigating Degree Bias in Graph Representation Learning with Learnable Structural Augmentation and Structural Self-AttentionIEEE Transactions on Network Science and Engineering (IEEE TNS&E), 2025 |
Enhancing Hyperedge Prediction with Context-Aware Self-Supervised LearningIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023 |
Redundancy-Free Self-Supervised Relational Learning for Graph ClusteringIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 |
Unsupervised Multiplex Graph Learning with Complementary and Consistent
InformationACM Multimedia (ACM MM), 2023 |
Heterogeneous Graph Learning for Multi-modal Medical Data AnalysisAAAI Conference on Artificial Intelligence (AAAI), 2022 |
Contrastive Multi-View Representation Learning on GraphsInternational Conference on Machine Learning (ICML), 2020 |