conftrace_

node feature

19 papers

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Co-occurring keywords

graph neural network (3962) message passing (579) graph classification (212) graph kernel (67) graph convolutional network (658) graph pooling (38) topology structure (2) coarse cluster (1) cross-channel convolution (1) readout operation (1)

Papers

Text Graph Neural Networks for Detecting AI-Generated Content COLING 2025
Graph Neural Networks Do Not Always Oversmooth NIPS 2024
Deep Homomorphism Networks NIPS 2024
Featured Graph Coarsening with Similarity Guarantees ICML 2023
Interpolating Graph Pair to Regularize Graph Classification AAAI 2023
Efficiently Forgetting What You Have Learned in Graph Representation Learning via Projection AISTATS 2023
Studying the Effect of GNN Spatial Convolutions On The Embedding Space’s Geometry UAI 2023
Not too little, not too much: a theoretical analysis of graph (over)smoothing NIPS 2022
Multi-Channel Pooling Graph Neural Networks IJCAI 2021
Subgraph Federated Learning with Missing Neighbor Generation NIPS 2021
Rethinking Graph Transformers with Spectral Attention NIPS 2021
Natural Graph Networks NIPS 2020
NENN: Incorporate Node and Edge Features in Graph Neural Networks ACML 2020
Graph Filtration Learning ICML 2020
GNNGuard: Defending Graph Neural Networks against Adversarial Attacks NIPS 2020
GNNExplainer: Generating Explanations for Graph Neural Networks NIPS 2019
Self-Attention Graph Pooling ICML 2019
GCN-LASE: Towards Adequately Incorporating Link Attributes in Graph Convolutional Networks IJCAI 2019
Wasserstein Weisfeiler-Lehman Graph Kernels NIPS 2019