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

Graph Contrastive Learning with Stable and Scalable Spectral Encoding NIPS 2023
Spectral Feature Augmentation for Graph Contrastive Learning and Beyond AAAI 2023
Simple and Asymmetric Graph Contrastive Learning without Augmentations NIPS 2023
Joyful: Joint Modality Fusion and Graph Contrastive Learning for Multimoda Emotion Recognition EMNLP 2023
Multi-Scale Subgraph Contrastive Learning IJCAI 2023
TabPrompt: Graph-based Pre-training and Prompting for Few-shot Table Understanding EMNLP 2023
Aspect-to-Scope Oriented Multi-view Contrastive Learning for Aspect-based Sentiment Analysis EMNLP 2023
Provable Training for Graph Contrastive Learning NIPS 2023
Neighbor Contrastive Learning on Learnable Graph Augmentation AAAI 2023
Randomized Schur Complement Views for Graph Contrastive Learning ICML 2023
Self-Supervised Bidirectional Learning for Graph Matching AAAI 2023
Attribute and Structure Preserving Graph Contrastive Learning AAAI 2023
Eliciting Structural and Semantic Global Knowledge in Unsupervised Graph Contrastive Learning AAAI 2023
Revisiting Graph Contrastive Learning from the Perspective of Graph Spectrum NIPS 2022
AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators AAAI 2022
SAIL: Self-Augmented Graph Contrastive Learning AAAI 2022
RoSA: A Robust Self-Aligned Framework for Node-Node Graph Contrastive Learning IJCAI 2022
ProGCL: Rethinking Hard Negative Mining in Graph Contrastive Learning ICML 2022
KE-GCL: Knowledge Enhanced Graph Contrastive Learning for Commonsense Question Answering EMNLP 2022
Analyzing Data-Centric Properties for Graph Contrastive Learning NIPS 2022
Attributed Graph Clustering with Dual Redundancy Reduction IJCAI 2022
Rethinking the Promotion Brought by Contrastive Learning to Semi-Supervised Node Classification IJCAI 2022
Modeling Intra- and Inter-Modal Relations: Hierarchical Graph Contrastive Learning for Multimodal Sentiment Analysis COLING 2022
RecipeRec: A Heterogeneous Graph Learning Model for Recipe Recommendation IJCAI 2022
Bootstrapping Informative Graph Augmentation via A Meta Learning Approach IJCAI 2022