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graph classification

212 papers

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Co-occurring keywords

graph neural network (3945) node classification (480) graph kernel (66) representation learning (6174) graph representation learning (246) graph pooling (38) graph convolution (183) graph representation (359) contrastive learning (3979) kernel methods (1096)

Papers

A graph similarity for deep learning NIPS 2020
COPT: Coordinated Optimal Transport on Graphs NIPS 2020
Graph Cross Networks with Vertex Infomax Pooling NIPS 2020
Towards Scale-Invariant Graph-related Problem Solving by Iterative Homogeneous GNNs NIPS 2020
Universal Function Approximation on Graphs NIPS 2020
GraKeL: A Graph Kernel Library in Python JMLR 2020
Adaptive Online Kernel Sampling for Vertex Classification AISTATS 2020
Relational Pooling for Graph Representations ICML 2019
Graph Neural Tangent Kernel: Fusing Graph Neural Networks with Graph Kernels NIPS 2019
Optimal Transport for structured data with application on graphs ICML 2019
A Persistent Weisfeiler-Lehman Procedure for Graph Classification ICML 2019
Adversarial Examples for Graph Data: Deep Insights into Attack and Defense IJCAI 2019
Understanding Attention and Generalization in Graph Neural Networks NIPS 2019
AttPool: Towards Hierarchical Feature Representation in Graph Convolutional Networks via Attention Mechanism ICCV 2019
Unsupervised Inductive Graph-Level Representation Learning via Graph-Graph Proximity IJCAI 2019
Wasserstein Weisfeiler-Lehman Graph Kernels NIPS 2019
Self-Attention Graph Pooling ICML 2019
Learning metrics for persistence-based summaries and applications for graph classification NIPS 2019
Weisfeiler and Leman Go Neural: Higher-Order Graph Neural Networks AAAI 2019
Gaussian-Induced Convolution for Graphs AAAI 2019
Geometric Scattering for Graph Data Analysis ICML 2019
RetGK: Graph Kernels based on Return Probabilities of Random Walks NIPS 2018
Hierarchical Graph Representation Learning with Differentiable Pooling NIPS 2018
Anonymous Walk Embeddings ICML 2018
A Degeneracy Framework for Graph Similarity IJCAI 2018