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Graph Contrastive Learning With Adaptive Augmentation Information Guide

  1. About on Graph Contrastive Learning With Adaptive Augmentation
  2. Important Facts
  3. Recent Updates
  4. Deep Dive
  5. Summary

About on Graph Contrastive Learning With Adaptive Augmentation

Information Graph Contrastive Learning with Adaptive Augmentation Guide
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Important Facts

Augmentations in Graph Contrastive Learning: Current Methodological Flaws & Towards Better Practices News
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Recent Updates

NeurIPS 2021 | ADGCL : Adversarial Graph Augmentation to Improve Graph Contrastive News
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Dual Space Graph Contrastive Learning
Dual Space Graph Contrastive Learning
KDD 2023 - Adaptive Graph Contrastive Learning for Recommendation
KDD 2023 - Adaptive Graph Contrastive Learning for Recommendation
Martina Neuman: Consistency of augmentation graph & network approximability in contrastive learning
Martina Neuman: Consistency of augmentation graph & network approximability in contrastive learning
SimGRACE: A Simple Framework for Graph Contrastive Learning without Data Augmentation
SimGRACE: A Simple Framework for Graph Contrastive Learning without Data Augmentation
Stanford CS224W: Machine Learning with Graphs | 2021 | Lecture 8.1 - Graph Augmentation for GNNs
Stanford CS224W: Machine Learning with Graphs | 2021 | Lecture 8.1 - Graph Augmentation for GNNs
[NeurIPS2022]10,000 times faster! (Rethinking and scaling up Graph contrastive learning)
[NeurIPS2022]10,000 times faster! (Rethinking and scaling up Graph contrastive learning)
Adversarial Graph Contrastive Learning with Information Regularization
Adversarial Graph Contrastive Learning with Information Regularization
[AAAI 2022] AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators [1 min]
[AAAI 2022] AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators [1 min]
Graph Contrastive Learning: Building MovieLens-100k Recommendations
Graph Contrastive Learning: Building MovieLens-100k Recommendations
NLGCL: Naturally Existing Neighbor Layers Graph Contrastive Learning for Recommendation
NLGCL: Naturally Existing Neighbor Layers Graph Contrastive Learning for Recommendation
Contrastive Learning - 5 Minutes with Cyrill
Contrastive Learning - 5 Minutes with Cyrill

Deep Dive

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Last Updated: August 23, 2026

Summary

Information [AAAI 2022] AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators [Full] News
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