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Graph Neural Networks

1127 directly classified papers

Papers per year

Papers

Visual-Semantic Matching by Exploring High-Order Attention and Distraction CVPR 2020
Improving Attention Mechanism in Graph Neural Networks via Cardinality Preservation IJCAI 2020
BANANA: when Behavior ANAlysis meets social Network Alignment IJCAI 2020
Bilinear Graph Neural Network with Neighbor Interactions IJCAI 2020
Communicative Representation Learning on Attributed Molecular Graphs IJCAI 2020
Multi-View Attribute Graph Convolution Networks for Clustering IJCAI 2020
BERT-INT:A BERT-based Interaction Model For Knowledge Graph Alignment IJCAI 2020
Smart Contract Vulnerability Detection using Graph Neural Network IJCAI 2020
Conv-MPN: Convolutional Message Passing Neural Network for Structured Outdoor Architecture Reconstruction CVPR 2020
High-Order Information Matters: Learning Relation and Topology for Occluded Person Re-Identification CVPR 2020
ElixirNet: Relation-Aware Network Architecture Adaptation for Medical Lesion Detection AAAI 2020
CFGNN: Cross Flow Graph Neural Networks for Question Answering on Complex Tables AAAI 2020
Skeleton-Based Action Recognition With Shift Graph Convolutional Network CVPR 2020
Haar Graph Pooling ICML 2020
Active Learning on Attributed Graphs via Graph Cognizant Logistic Regression and Preemptive Query Generation ICML 2020
Message Passing Attention Networks for Document Understanding AAAI 2020
Graph Representation Learning via Ladder Gamma Variational Autoencoders AAAI 2020
ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations AAAI 2020
Motif-Matching Based Subgraph-Level Attentional Convolutional Network for Graph Classification AAAI 2020
EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs AAAI 2020
Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling EMNLP 2020
Inferring Degrees from Incomplete Networks and Nonlinear Dynamics IJCAI 2020
Adversarial Mutual Information Learning for Network Embedding IJCAI 2020
Better AMR-To-Text Generation with Graph Structure Reconstruction IJCAI 2020
Adversarial Graph Embeddings for Fair Influence Maximization over Social Networks IJCAI 2020