Graph Neural Networks

Sign Language Translation With Hierarchical Spatio-Temporal Graph Neural Network WACV 2022 Simple and Effective Relation-based Embedding Propagation for Knowledge Representation Learning IJCAI 2022 Simple GNN Regularisation for 3D Molecular Property Prediction and Beyond ICLR 2022 Simple Unsupervised Graph Representation Learning AAAI 2022 Simplified Graph Convolution with Heterophily NeurIPS 2022 Simplified Graph Learning for Inductive Short Text Classification EMNLP 2022 Simultaneous Missing Value Imputation and Structure Learning with Groups NeurIPS 2022 Single-Shot Dense Active Stereo With Pixel-Wise Phase Estimation Based on Grid-Structure Using CNN and Correspondence Estimation Using GCN WACV 2022 SISER: Semantic-Infused Selective Graph Reasoning for Fact Verification COLING 2022 SizeShiftReg: a Regularization Method for Improving Size-Generalization in Graph Neural Networks NeurIPS 2022 Sketch-GNN: Scalable Graph Neural Networks with Sublinear Training Complexity NeurIPS 2022 SkinningNet: Two-Stream Graph Convolutional Neural Network for Skinning Prediction of Synthetic Characters CVPR 2022 Social-aware Sparse Attention Network for Session-based Social Recommendation EMNLP 2022 Social Bot-Aware Graph Neural Network for Early Rumor Detection COLING 2022 Solving Disjunctive Temporal Networks with Uncertainty under Restricted Time-Based Controllability Using Tree Search and Graph Neural Networks AAAI 2022 Space-Time Graph Neural Networks ICLR 2022 S+PAGE: A Speaker and Position-Aware Graph Neural Network Model for Emotion Recognition in Conversation AACL 2022 Span Classification with Structured Information for Disfluency Detection in Spoken Utterances Interspeech 2022 Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification AAAI 2022 Spatial Graph Attention and Curiosity-driven Policy for Antiviral Drug Discovery ICLR 2022 Spatio-Temporal Gating-Adjacency GCN for Human Motion Prediction CVPR 2022 SpeqNets: Sparsity-aware permutation-equivariant graph networks ICML 2022 Spherical Channels for Modeling Atomic Interactions NeurIPS 2022 Spherical Message Passing for 3D Molecular Graphs ICLR 2022 Spiking Graph Convolutional Networks IJCAI 2022