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graph classification

241 papers

Papers

A graph similarity for deep learning NeurIPS 2020 A Novel Higher-order Weisfeiler-Lehman Graph Convolution ACML 2020 ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations AAAI 2020 Certified Robustness of Graph Convolution Networks for Graph Classification under Topological Attacks NeurIPS 2020 Coloring Graph Neural Networks for Node Disambiguation IJCAI 2020 ComplexDataLab at W-NUT 2020 Task 2: Detecting Informative COVID-19 Tweets by Attending over Linked Documents EMNLP 2020 Convolutional Kernel Networks for Graph-Structured Data ICML 2020 COPT: Coordinated Optimal Transport on Graphs NeurIPS 2020 Fast and Deep Graph Neural Networks AAAI 2020 FEW-SHOT LEARNING ON GRAPHS VIA SUPER-CLASSES BASED ON GRAPH SPECTRAL MEASURES ICLR 2020 Geometrically Principled Connections in Graph Neural Networks CVPR 2020 GraKeL: A Graph Kernel Library in Python JMLR 2020 Graph Coarsening with Preserved Spectral Properties AISTATS 2020 Graph Cross Networks with Vertex Infomax Pooling NeurIPS 2020 Graph Filtration Learning ICML 2020 Graph-Hist: Graph Classification from Latent Feature Histograms with Application to Bot Detection AAAI 2020 Graph Homomorphism Convolution ICML 2020 GSSNN: Graph Smoothing Splines Neural Networks AAAI 2020 Haar Graph Pooling ICML 2020 Improving Attention Mechanism in Graph Neural Networks via Cardinality Preservation IJCAI 2020 Independence Promoted Graph Disentangled Networks AAAI 2020 InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization ICLR 2020 Learning and Interpreting Multi-Multi-Instance Learning Networks JMLR 2020 Memory-Based Graph Networks ICLR 2020 Motif-Matching Based Subgraph-Level Attentional Convolutional Network for Graph Classification AAAI 2020