conftrace_

graph contrastive learning

130 papers

Explore in graph

Also known as

GRAPH CL GRAPHCL GCL

Co-occurring keywords · papers mentioning both

graph neural network (65) self-supervised learning (45) representation learning (28) contrastive learning (23) graph augmentation (22) node classification (22) graph representation learning (22) graph representation (11) message passing (7) data augmentation (7)

Papers

Universal Graph Self-Contrastive Learning IJCAI 2025 Why Does Dropping Edges Usually Outperform Adding Edges in Graph Contrastive Learning? AAAI 2025 A Graph is Worth 1-bit Spikes: When Graph Contrastive Learning Meets Spiking Neural Networks ICLR 2024 A New Mechanism for Eliminating Implicit Conflict in Graph Contrastive Learning AAAI 2024 A Separation and Alignment Framework for Black-Box Domain Adaptation AAAI 2024 CACL: Community-Aware Heterogeneous Graph Contrastive Learning for Social Media Bot Detection ACL 2024 Community-Invariant Graph Contrastive Learning ICML 2024 Depression Detection in Clinical Interviews with LLM-Empowered Structural Element Graph NAACL 2024 Dual Contrastive Graph-Level Clustering with Multiple Cluster Perspectives Alignment IJCAI 2024 Few-Shot Semantic Dependency Parsing via Graph Contrastive Learning COLING 2024 GCVR: Reconstruction from Cross-View Enable Sufficient and Robust Graph Contrastive Learning UAI 2024 Graph Contrastive Invariant Learning from the Causal Perspective AAAI 2024 Graph Contrastive Learning under Heterophily via Graph Filters UAI 2024 Graph Contrastive Learning with Reinforcement Augmentation IJCAI 2024 HeterGCL: Graph Contrastive Learning Framework on Heterophilic Graph IJCAI 2024 Improving Graph Contrastive Learning via Adaptive Positive Sampling CVPR 2024 Multimodal Patient Representation Learning with Missing Modalities and Labels ICLR 2024 Perfect Alignment May be Poisonous to Graph Contrastive Learning ICML 2024 PolyGCL: GRAPH CONTRASTIVE LEARNING via Learnable Spectral Polynomial Filters ICLR 2024 Propagation Tree Is Not Deep: Adaptive Graph Contrastive Learning Approach for Rumor Detection AAAI 2024 ReGCL: Rethinking Message Passing in Graph Contrastive Learning AAAI 2024 S3GCL: Spectral, Swift, Spatial Graph Contrastive Learning ICML 2024 StructComp: Substituting propagation with Structural Compression in Training Graph Contrastive Learning ICLR 2024 TopoGCL: Topological Graph Contrastive Learning AAAI 2024 Unified Graph Augmentations for Generalized Contrastive Learning on Graphs NeurIPS 2024