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Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

Graph Neural Networks Inspired by Classical Iterative Algorithms ICML 2021
Two Heads are Better Than One: Hypergraph-Enhanced Graph Reasoning for Visual Event Ratiocination ICML 2021
Towards a unified framework for fair and stable graph representation learning UAI 2021
Bayesian Deep Graph Matching for Correspondence Identification in Collaborative Perception RSS 2021
Exploiting Edge-Oriented Reasoning for 3D Point-Based Scene Graph Analysis CVPR 2021
DyGLIP: A Dynamic Graph Model With Link Prediction for Accurate Multi-Camera Multiple Object Tracking CVPR 2021
Graph-Based High-Order Relation Discovery for Fine-Grained Recognition CVPR 2021
LayoutGMN: Neural Graph Matching for Structural Layout Similarity CVPR 2021
SelfSAGCN: Self-Supervised Semantic Alignment for Graph Convolution Network CVPR 2021
From Local Structures to Size Generalization in Graph Neural Networks ICML 2021
A Novel Framework for Detecting Important Subevents from Crisis Events via Dynamic Semantic Graphs EMNLP 2021
Does It Happen? Multi-hop Path Structures for Event Factuality Prediction with Graph Transformer Networks EMNLP 2021
Fine-grained Temporal Relation Extraction with Ordered-Neuron LSTM and Graph Convolutional Networks EMNLP 2021
Feedback Graph Attention Convolutional Network for MR Images Enhancement by Exploring Self-Similarity Features MIDL 2021
Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks EACL 2021
Does Commonsense help in detecting Sarcasm? EMNLP 2021
Graph Reasoning with Context-Aware Linearization for Interpretable Fact Extraction and Verification EMNLP 2021
GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling IJCNLP 2021
Multimodal Sentiment Detection Based on Multi-channel Graph Neural Networks IJCNLP 2021
Align Voting Behavior with Public Statements for Legislator Representation Learning IJCNLP 2021
Directed Acyclic Graph Network for Conversational Emotion Recognition IJCNLP 2021
Discovering Dialog Structure Graph for Coherent Dialog Generation IJCNLP 2021
Integrating Semantics and Neighborhood Information with Graph-Driven Generative Models for Document Retrieval IJCNLP 2021
Modeling Transitions of Focal Entities for Conversational Knowledge Base Question Answering IJCNLP 2021
Label-Specific Dual Graph Neural Network for Multi-Label Text Classification IJCNLP 2021