graph contrastive learning

Graph Contrastive Learning with Joint Spectral Augmentation of Attribute and Topology AAAI 2025 Improving Graph Contrastive Learning with Community Structure UAI 2025 KGCL: Knowledge-Enhanced Graph Contrastive Learning for Retrosynthesis Prediction Based on Molecular Graph Editing IJCAI 2025 LAGCL4Rec: When LLMs Activate Interactions Potential in Graph Contrastive Learning for Recommendation EMNLP 2025 Learn Beneficial Noise as Graph Augmentation ICML 2025 Metapath and Hypergraph Structure-based Multi-Channel Graph Contrastive Learning for Student Performance Prediction IJCAI 2025 Mitigating Local Cohesion and Global Sparseness in Graph Contrastive Learning with Fuzzy Boundaries ICML 2025 ML$^2$-GCL: Manifold Learning Inspired Lightweight Graph Contrastive Learning ICML 2025 Multi-Task Curriculum Graph Contrastive Learning with Clustering Entropy Guidance IJCAI 2025 Negative Metric Learning for Graphs IJCAI 2025 OS-GCL: A One-Shot Learner in Graph Contrastive Learning IJCAI 2025 PScalpel: A Machine Learning-based Guider for Protein Phase-Separating Behaviour Alteration AAAI 2025 Rethinking Graph Contrastive Learning Through Relative Similarity Preservation IJCAI 2025 Revisiting Graph Contrastive Learning on Anomaly Detection: A Structural Imbalance Perspective AAAI 2025 Robust Graph Contrastive Learning for Incomplete Multi-view Clustering IJCAI 2025 Single-View Graph Contrastive Learning with Soft Neighborhood Awareness AAAI 2025 SOLA-GCL: Subgraph-Oriented Learnable Augmentation Method for Graph Contrastive Learning AAAI 2025 Spatial-Temporal Heterogenous Graph Contrastive Learning for Microservice Workload Prediction AAAI 2025 Strategy-Architecture Synergy: A Multi-View Graph Contrastive Paradigm for Consistent Representations IJCAI 2025 SVD-GCL: A Noise-Augmented Hybrid Graph Contrastive Learning Framework for Recommendation COLING 2025 Towards Database-Free Text-to-SQL Evaluation: A Graph-Based Metric for Functional Correctness COLING 2025 Towards Real-World Rumor Detection: Anomaly Detection Framework with Graph Supervised Contrastive Learning COLING 2025 Towards Understanding Parametric Generalized Category Discovery on Graphs ICML 2025 TSGAN: Temporal Social Graph Attention Network for Aggressive Behavior Forecasting AAAI 2025 Uncertainty-guided Graph Contrastive Learning from a Unified Perspective IJCAI 2025