ESA + rings + NodeRWSE + EdgeRWSE
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An end-to-end attention-based approach for learni…
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0.05
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2024-02-16
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CSA
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Self-Attention in Colors: Another Take on Encodin…
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0.06
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2023-04-21
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TIGT
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Topology-Informed Graph Transformer
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0.06
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2024-02-03
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GRIT
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Graph Inductive Biases in Transformers without Me…
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0.06
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2023-05-27
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N2-GNN
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Extending the Design Space of Graph Neural Networ…
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0.06
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2023-06-05
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CKGCN
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CKGConv: General Graph Convolution with Continuou…
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0.06
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2024-04-21
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CIN++
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CIN++: Enhancing Topological Message Passing
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0.07
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2023-06-06
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CIN++-500k
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CIN++: Enhancing Topological Message Passing
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0.08
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2023-06-06
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EIGENFORMER
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Graph Transformers without Positional Encodings
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0.08
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2024-01-31
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CIN
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Weisfeiler and Lehman Go Cellular: CW Networks
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0.08
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2021-06-23
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CRaWl+VN
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Walking Out of the Weisfeiler Leman Hierarchy: Gr…
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0.09
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2021-02-17
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CIN++-small
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CIN++: Enhancing Topological Message Passing
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0.09
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2023-06-06
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CIN-small
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Weisfeiler and Lehman Go Cellular: CW Networks
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0.09
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2021-06-23
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PIN
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Weisfeiler and Lehman Go Paths: Learning Topologi…
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0.10
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2023-08-13
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CRaWl
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Walking Out of the Weisfeiler Leman Hierarchy: Gr…
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0.10
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2021-02-17
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PNA
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Principal Neighbourhood Aggregation for Graph Nets
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0.14
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2020-04-12
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BoP
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From Primes to Paths: Enabling Fast Multi-Relatio…
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0.30
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2024-11-17
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ChebNet
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An Experimental Study of the Transferability of S…
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0.36
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2020-12-18
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FactorGCN
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Factorizable Graph Convolutional Networks
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0.37
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2020-10-12
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Graph-JEPA
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Graph-level Representation Learning with Joint-Em…
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0.43
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2023-09-27
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NeuralWalker
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Learning Long Range Dependencies on Graphs via Ra…
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2024-06-05
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PDF
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Towards Better Graph Representation Learning with…
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2023-05-10
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GPS
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Recipe for a General, Powerful, Scalable Graph Tr…
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2022-05-25
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GINE
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Recipe for a General, Powerful, Scalable Graph Tr…
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2022-05-25
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GraphMLPMixer
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A Generalization of ViT/MLP-Mixer to Graphs
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2022-12-27
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