conftrace_

graph contrastive learning

112 papers

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Also known as

GRAPH CL GRAPHCL GCL

Co-occurring keywords

graph neural network (3962) self-supervised learning (3777) representation learning (6206) graph representation learning (246) contrastive learning (4032) graph augmentation (42) node classification (482) graph representation (360) data augmentation (3052) unsupervised learning (3264)

Papers

OS-GCL: A One-Shot Learner in Graph Contrastive Learning IJCAI 2025
Multi-Task Curriculum Graph Contrastive Learning with Clustering Entropy Guidance IJCAI 2025
KGCL: Knowledge-Enhanced Graph Contrastive Learning for Retrosynthesis Prediction Based on Molecular Graph Editing IJCAI 2025
Rethinking Graph Contrastive Learning Through Relative Similarity Preservation IJCAI 2025
Why Does Dropping Edges Usually Outperform Adding Edges in Graph Contrastive Learning? AAAI 2025
Adversarial Contrastive Graph Augmentation with Counterfactual Regularization AAAI 2025
Robust Graph Contrastive Learning for Incomplete Multi-view Clustering IJCAI 2025
TSGAN: Temporal Social Graph Attention Network for Aggressive Behavior Forecasting AAAI 2025
A Simple Graph Contrastive Learning Framework for Short Text Classification AAAI 2025
Graph Contrastive Learning with Joint Spectral Augmentation of Attribute and Topology AAAI 2025
Single-View Graph Contrastive Learning with Soft Neighborhood Awareness AAAI 2025
PScalpel: A Machine Learning-based Guider for Protein Phase-Separating Behaviour Alteration AAAI 2025
SOLA-GCL: Subgraph-Oriented Learnable Augmentation Method for Graph Contrastive Learning AAAI 2025
SVD-GCL: A Noise-Augmented Hybrid Graph Contrastive Learning Framework for Recommendation COLING 2025
Revisiting Graph Contrastive Learning on Anomaly Detection: A Structural Imbalance Perspective AAAI 2025
Universal Graph Self-Contrastive Learning IJCAI 2025
Negative Metric Learning for Graphs IJCAI 2025
Uncertainty-guided Graph Contrastive Learning from a Unified Perspective IJCAI 2025
Strategy-Architecture Synergy: A Multi-View Graph Contrastive Paradigm for Consistent Representations IJCAI 2025
ReGCL: Rethinking Message Passing in Graph Contrastive Learning AAAI 2024
A Separation and Alignment Framework for Black-Box Domain Adaptation AAAI 2024
A New Mechanism for Eliminating Implicit Conflict in Graph Contrastive Learning AAAI 2024
Graph Contrastive Invariant Learning from the Causal Perspective AAAI 2024
CACL: Community-Aware Heterogeneous Graph Contrastive Learning for Social Media Bot Detection ACL 2024
Propagation Tree Is Not Deep: Adaptive Graph Contrastive Learning Approach for Rumor Detection AAAI 2024