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论文解读(GSAT)《Interpretable and Generalizable Graph Learning via Stochastic Attention Mechanism》
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论文解读(GSAT)《Interpretable and Generalizable Graph Learning via Stochastic Attention Mechanism》
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论文解读(JKnet)《Representation Learning on Graphs with Jumping Knowledge Networks》
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论文解读(JKnet)《Representation Learning on Graphs with Jumping Knowledge Networks》
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论文解读(PPNP)《Predict then Propagate: Graph Neural Networks meet Personalized PageRank》
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论文解读(PPNP)《Predict then Propagate: Graph Neural Networks meet Personalized PageRank》
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论文解读(soft-mask GNN)《Soft-mask: Adaptive Substructure Extractions for Graph Neural Networks》
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论文解读(g-U-Nets)《Graph U-Nets》
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论文解读(ChebyGIN)《Understanding Attention and Generalization in Graph Neural Networks》
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论文解读(SEP)《Structural Entropy Guided Graph Hierarchical Pooling》
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论文解读(GATv2)《How Attentive are Graph Attention Networks?》
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论文解读(NWR)《Graph Auto-Encoder via Neighborhood Wasserstein Reconstruction》
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论文解读(PairNorm)《PairNorm: Tackling Oversmoothing in GNNs》
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谣言检测——《社会网络谣言检测综述》
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论文解读(GGD)《Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with
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论文解读(GLA)《Label-invariant Augmentation for Semi-Supervised Graph Classification》
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论文解读(CDCL)《Cross-domain Contrastive Learning for Unsupervised Domain Adaptation》
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论文解读(CDTrans)《CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation》
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论文解读(PCL)《Probabilistic Contrastive Learning for Domain Adaptation》
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