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

Propagation Tree Is Not Deep: Adaptive Graph Contrastive Learning Approach for Rumor Detection AAAI 2024
Dual Contrastive Graph-Level Clustering with Multiple Cluster Perspectives Alignment IJCAI 2024
Improving Graph Contrastive Learning via Adaptive Positive Sampling CVPR 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
Few-Shot Semantic Dependency Parsing via Graph Contrastive Learning COLING 2024
Unified Graph Augmentations for Generalized Contrastive Learning on Graphs NIPS 2024
Unleashing the Power of Emojis in Texts via Self-supervised Graph Pre-Training EMNLP 2024
TopoGCL: Topological Graph Contrastive Learning AAAI 2024
CSGCL: Community-Strength-Enhanced Graph Contrastive Learning IJCAI 2023
GALOPA: Graph Transport Learning with Optimal Plan Alignment NIPS 2023
An Empirical Study Towards Prompt-Tuning for Graph Contrastive Pre-Training in Recommendations NIPS 2023
Graph Contrastive Learning with Group Whitening ACML 2023
Multi-view graph contrastive learning for solving vehicle routing problems UAI 2023
Universal Graph Contrastive Learning with a Novel Laplacian Perturbation UAI 2023
Graph Contrastive Backdoor Attacks ICML 2023
Boosting Graph Contrastive Learning via Graph Contrastive Saliency ICML 2023
Contrastive Learning Meets Homophily: Two Birds with One Stone ICML 2023
SEGA: Structural Entropy Guided Anchor View for Graph Contrastive Learning ICML 2023
Spectral Augmentations for Graph Contrastive Learning AISTATS 2023
ImGCL: Revisiting Graph Contrastive Learning on Imbalanced Node Classification AAAI 2023
MA-GCL: Model Augmentation Tricks for Graph Contrastive Learning AAAI 2023
FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction ACL 2023
ORANGE: Text-video Retrieval via Watch-time-aware Heterogeneous Graph Contrastive Learning EMNLP 2023
Architecture Matters: Uncovering Implicit Mechanisms in Graph Contrastive Learning NIPS 2023