Showing 1–20 of 22 results
/ Date/ Name
Jan 23, 2024PolyCF: Towards the Optimal Spectral Graph Filters for Collaborative FilteringOct 29, 2022DisenPOI: Disentangling Sequential and Geographical Influence for Point-of-Interest RecommendationApr 14, 2023A Diffusion model for POI recommendationApr 14, 2023Learning Graph ODE for Continuous-Time Sequential RecommendationSep 9, 2023Redundancy-Free Self-Supervised Relational Learning for Graph ClusteringOct 21, 2022GLCC: A General Framework for Graph-Level ClusteringMar 2, 2024COOL: A Conjoint Perspective on Spatio-Temporal Graph Neural Network for Traffic ForecastingMar 25, 2025A Social Dynamical System for Twitter AnalysisAug 4, 2023RAHNet: Retrieval Augmented Hybrid Network for Long-tailed Graph ClassificationJan 29, 2024GPS: Graph Contrastive Learning via Multi-scale Augmented Views from Adversarial PoolingOct 8, 2022Kernel-based Substructure Exploration for Next POI RecommendationMay 31, 2023Towards Semi-supervised Universal Graph ClassificationApr 11, 2023A Comprehensive Survey on Deep Graph Representation LearningJun 14, 2023Learning on Graphs under Label NoiseMay 8, 2024Hypergraph-enhanced Dual Semi-supervised Graph ClassificationMay 20, 2024Towards Graph Contrastive Learning: A Survey and BeyondMar 7, 2024A Survey of Graph Neural Networks in Real world: Imbalance, Noise, Privacy and OOD ChallengesJan 1, 2024Graph Neural Networks in Intelligent Transportation Systems: Advances, Applications and TrendsDec 17, 2024Cluster-guided Contrastive Class-imbalanced Graph ClassificationSep 26, 2023ALEX: Towards Effective Graph Transfer Learning with Noisy Labels