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Yifang Qin

Towards Graph Contrastive Learning: A Survey and Beyond

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May 20, 2024
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Hypergraph-enhanced Dual Semi-supervised Graph Classification

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May 08, 2024
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A Survey of Graph Neural Networks in Real world: Imbalance, Noise, Privacy and OOD Challenges

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Mar 07, 2024
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COOL: A Conjoint Perspective on Spatio-Temporal Graph Neural Network for Traffic Forecasting

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Mar 02, 2024
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GPS: Graph Contrastive Learning via Multi-scale Augmented Views from Adversarial Pooling

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Jan 29, 2024
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PolyCF: Towards the Optimal Spectral Graph Filters for Collaborative Filtering

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Jan 29, 2024
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A Survey on Graph Neural Networks in Intelligent Transportation Systems

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Jan 02, 2024
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ALEX: Towards Effective Graph Transfer Learning with Noisy Labels

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Sep 26, 2023
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Redundancy-Free Self-Supervised Relational Learning for Graph Clustering

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Sep 09, 2023
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RAHNet: Retrieval Augmented Hybrid Network for Long-tailed Graph Classification

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Aug 04, 2023
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