conftrace_

graph augmentation

42 papers

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Also known as

GA

Co-occurring keywords

graph contrastive learning (112) graph neural network (3962) self-supervised learning (3777) contrastive learning (4032) node classification (482) graph representation learning (246) representation learning (6206) graph representation (360) graph classification (212) spectral analysis (239)

Papers

Interpolating Graph Pair to Regularize Graph Classification AAAI 2023
Universal Graph Contrastive Learning with a Novel Laplacian Perturbation UAI 2023
Boosting Graph Contrastive Learning via Graph Contrastive Saliency ICML 2023
Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View AAAI 2023
Unleashing the Power of Graph Data Augmentation on Covariate Distribution Shift NIPS 2023
Time-Aware Random Walk Diffusion to Improve Dynamic Graph Learning AAAI 2023
Regularizing Graph Neural Networks via Consistency-Diversity Graph Augmentations AAAI 2022
AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators AAAI 2022
Bootstrapping Informative Graph Augmentation via A Meta Learning Approach IJCAI 2022
Let Invariant Rationale Discovery Inspire Graph Contrastive Learning ICML 2022
Knowledge Distillation Improves Graph Structure Augmentation for Graph Neural Networks NIPS 2022
Revisiting Graph Contrastive Learning from the Perspective of Graph Spectrum NIPS 2022
Contrastive Self-supervised Learning for Graph Classification AAAI 2021
Adversarial Graph Augmentation to Improve Graph Contrastive Learning NIPS 2021
Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward ACL 2020
Graph Contrastive Learning with Augmentations NIPS 2020
Finding Friends and Flipping Frenemies: Automatic Paraphrase Dataset Augmentation Using Graph Theory EMNLP 2020