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Graph Neural Networks

4,495 papers

Papers per year

Papers

Raising the Bar in Graph-level Anomaly Detection IJCAI 2022
Attributed Graph Clustering with Dual Redundancy Reduction IJCAI 2022
PM2F2N: Patient Multi-view Multi-modal Feature Fusion Networks for Clinical Outcome Prediction EMNLP 2022
Going Deeper into Permutation-Sensitive Graph Neural Networks ICML 2022
Effective Graph Context Representation for Document-level Machine Translation IJCAI 2022
Graph-Based Point Tracker for 3D Object Tracking in Point Clouds AAAI 2022
Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition IJCAI 2022
Fine-Tuning Graph Neural Networks via Graph Topology Induced Optimal Transport IJCAI 2022
Cycle Representation Learning for Inductive Relation Prediction ICML 2022
Provably expressive temporal graph networks NIPS 2022
Arch-Graph: Acyclic Architecture Relation Predictor for Task-Transferable Neural Architecture Search CVPR 2022
Graph-Based Spatial Transformer With Memory Replay for Multi-Future Pedestrian Trajectory Prediction CVPR 2022
Learning Articulated Rigid Body Dynamics with Lagrangian Graph Neural Network NIPS 2022
Multi-Granularity Semantic Aware Graph Model for Reducing Position Bias in Emotion Cause Pair Extraction ACL 2022
RGL-NET: A Recurrent Graph Learning Framework for Progressive Part Assembly WACV 2022
A Neural Network Architecture for Program Understanding Inspired by Human Behaviors ACL 2022
Detecting Suicidality with a Contextual Graph Neural Network NAACL 2022
HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting AAAI 2022
ACGNet: Action Complement Graph Network for Weakly-Supervised Temporal Action Localization AAAI 2022
Evaluating Explanations of Relational Graph Convolutional Network Link Predictions on Knowledge Graphs AAAI 2022
Event Schema Induction with Double Graph Autoencoders NAACL 2022
Attention and Edge-Label Guided Graph Convolutional Networks for Named Entity Recognition EMNLP 2022
ERGO: Event Relational Graph Transformer for Document-level Event Causality Identification COLING 2022
Role-based Multiplex Network Embedding ICML 2022
Audio-Visual Scene Classification Based on Multi-modal Graph Fusion INTERSPEECH 2022