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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

Rep the Set: Neural Networks for Learning Set Representations AISTATS 2020
Graph Homomorphism Convolution ICML 2020
Haar Graph Pooling ICML 2020
Fast and Deep Graph Neural Networks AAAI 2020
Graph-Hist: Graph Classification from Latent Feature Histograms with Application to Bot Detection AAAI 2020
Motif-Matching Based Subgraph-Level Attentional Convolutional Network for Graph Classification AAAI 2020
ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations AAAI 2020
Multi-Channel Graph Neural Networks IJCAI 2020
Improving Attention Mechanism in Graph Neural Networks via Cardinality Preservation IJCAI 2020
Coloring Graph Neural Networks for Node Disambiguation IJCAI 2020
Convolutional Kernel Networks for Graph-Structured Data ICML 2020
Graph Filtration Learning ICML 2020
GSSNN: Graph Smoothing Splines Neural Networks AAAI 2020
Path Integral Based Convolution and Pooling for Graph Neural Networks NIPS 2020
Weisfeiler and Leman go sparse: Towards scalable higher-order graph embeddings NIPS 2020
A Novel Higher-order Weisfeiler-Lehman Graph Convolution ACML 2020
PersLay: A Neural Network Layer for Persistence Diagrams and New Graph Topological Signatures AISTATS 2020
Graph Coarsening with Preserved Spectral Properties AISTATS 2020
Probabilistic Learning on Graphs via Contextual Architectures JMLR 2020
Learning and Interpreting Multi-Multi-Instance Learning Networks JMLR 2020
Neighbor Combinatorial Attention for Critical Structure Mining IJCAI 2020
Independence Promoted Graph Disentangled Networks AAAI 2020
ComplexDataLab at W-NUT 2020 Task 2: Detecting Informative COVID-19 Tweets by Attending over Linked Documents EMNLP 2020
Geometrically Principled Connections in Graph Neural Networks CVPR 2020
Certified Robustness of Graph Convolution Networks for Graph Classification under Topological Attacks NIPS 2020