Graph Neural Networks

TD-GEN: Graph Generation Using Tree Decomposition AISTATS 2022 Template based Graph Neural Network with Optimal Transport Distances NeurIPS 2022 Temporal aware Multi-Interest Graph Neural Network for Session-based Recommendation ACML 2022 Temporal Graph Analysis of Misinformation Spreaders in Social Media COLING 2022 Text-Aware Graph Embeddings for Donation Behavior Prediction COLING 2022 TGNN: A Joint Semi-supervised Framework for Graph-level Classification IJCAI 2022 "The Pedestrian Next to the Lamppost" Adaptive Object Graphs for Better Instantaneous Mapping CVPR 2022 TIE: Topological Information Enhanced Structural Reading Comprehension on Web Pages NAACL 2022 TIGGER: Scalable Generative Modelling for Temporal Interaction Graphs AAAI 2022 Time-Conditioned Dances with Simplicial Complexes: Zigzag Filtration Curve based Supra-Hodge Convolution Networks for Time-series Forecasting NeurIPS 2022 TiRGN: Time-Guided Recurrent Graph Network with Local-Global Historical Patterns for Temporal Knowledge Graph Reasoning IJCAI 2022 ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery NeurIPS 2022 Top-N: Equivariant Set and Graph Generation without Exchangeability ICLR 2022 Topological Graph Neural Networks ICLR 2022 Topological Semantic Graph Memory for Image-Goal Navigation CoRL 2022 Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning ICML 2022 Topology Imbalance and Relation Inauthenticity Aware Hierarchical Graph Attention Networks for Fake News Detection COLING 2022 Towards Deepening Graph Neural Networks: A GNTK-based Optimization Perspective ICLR 2022 Towards Job-Transition-Tag Graph for a Better Job Title Representation Learning NAACL 2022 Towards Multi-Modal Sarcasm Detection via Hierarchical Congruity Modeling with Knowledge Enhancement EMNLP 2022 Towards To-a-T Spatio-Temporal Focus for Skeleton-Based Action Recognition AAAI 2022 Towards Training Billion Parameter Graph Neural Networks for Atomic Simulations ICLR 2022 Tracing Origins: Coreference-aware Machine Reading Comprehension ACL 2022 Tree-constrained Pointer Generator with Graph Neural Network Encodings for Contextual Speech Recognition Interspeech 2022 Tree Mover's Distance: Bridging Graph Metrics and Stability of Graph Neural Networks NeurIPS 2022