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GFN
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Are Powerful Graph Neural Nets Necessary? A Disse…
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2019-05-11
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U2GNN (Unsupervised)
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Universal Graph Transformer Self-Attention Networ…
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2019-09-26
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TFGW ADJ (L=2)
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Template based Graph Neural Network with Optimal …
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2022-05-31
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DUGNN
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Learning Universal Graph Neural Network Embedding…
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2019-09-22
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G_DenseNet
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When Work Matters: Transforming Classical Network…
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2018-07-07
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PPGN
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Provably Powerful Graph Networks
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2019-05-27
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GFN-light
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Are Powerful Graph Neural Nets Necessary? A Disse…
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2019-05-11
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FactorGCN
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Factorizable Graph Convolutional Networks
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2020-10-12
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GMT
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Accurate Learning of Graph Representations with G…
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2021-02-23
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sGIN
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Mutual Information Maximization in Graph Neural N…
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2019-05-21
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GCN
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Fast Graph Representation Learning with PyTorch G…
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2019-03-06
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Self-supervised GraphMAE
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GraphMAE: Self-Supervised Masked Graph Autoencode…
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2022-05-22
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GIN-0
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How Powerful are Graph Neural Networks?
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2018-10-01
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WEGL
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Wasserstein Embedding for Graph Learning
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2020-06-16
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MEWISPool
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Maximum Entropy Weighted Independent Set Pooling …
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2021-07-03
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Local Topological Profile (LTP)
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Strengthening structural baselines for graph clas…
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2023-05-01
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NDP
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Hierarchical Representation Learning in Graph Neu…
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2019-10-24
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SEG-BERT
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Segmented Graph-Bert for Graph Instance Modeling
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2020-02-09
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U2GNN
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Universal Graph Transformer Self-Attention Networ…
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2019-09-26
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R-GIN + PANDA
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PANDA: Expanded Width-Aware Message Passing Beyon…
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2024-06-06
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Graph U-Nets
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Graph U-Nets
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2019-05-11
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hGANet
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Graph Representation Learning via Hard and Channe…
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2019-07-05
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GNN (DiffPool)
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Hierarchical Graph Representation Learning with D…
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2018-06-22
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GIN + PANDA
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PANDA: Expanded Width-Aware Message Passing Beyon…
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2024-06-06
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GraphSAGE
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A Fair Comparison of Graph Neural Networks for Gr…
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2019-12-20
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DiffWire
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DiffWire: Inductive Graph Rewiring via the Lovász…
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2022-06-15
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2D CNN
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Graph Classification with 2D Convolutional Neural…
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2017-07-29
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R-GCN + PANDA
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PANDA: Expanded Width-Aware Message Passing Beyon…
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2024-06-06
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CT-Layer
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DiffWire: Inductive Graph Rewiring via the Lovász…
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2022-06-15
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GCN + PANDA
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PANDA: Expanded Width-Aware Message Passing Beyon…
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2024-06-06
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DGCNN
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DGCNN: Disordered Graph Convolutional Neural Netw…
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2017-12-10
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Weak-supervised ChebyNet
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Understanding Attention and Generalization in Gra…
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2019-05-08
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GAP-Layer (Ncut)
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DiffWire: Inductive Graph Rewiring via the Lovász…
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2022-06-15
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1-NMFPool
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A Non-Negative Factorization approach to node poo…
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2019-09-07
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GAP-Layer (Rcut)
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DiffWire: Inductive Graph Rewiring via the Lovász…
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2022-06-15
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