graph neural network

ProtGNN: Towards Self-Explaining Graph Neural Networks AAAI 2022 Prototype-Based Explanations for Graph Neural Networks (Student Abstract) AAAI 2022 Provably expressive temporal graph networks NeurIPS 2022 Proximity Enhanced Graph Neural Networks with Channel Contrast IJCAI 2022 Pseudo-Riemannian Graph Convolutional Networks NeurIPS 2022 Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social Text Classification NeurIPS 2022 Pure Transformers are Powerful Graph Learners NeurIPS 2022 Qubit Routing Using Graph Neural Network Aided Monte Carlo Tree Search AAAI 2022 Query Embedding on Hyper-Relational Knowledge Graphs ICLR 2022 Randomized Message-Interception Smoothing: Gray-box Certificates for Graph Neural Networks NeurIPS 2022 RAW-GNN: RAndom Walk Aggregation based Graph Neural Network IJCAI 2022 ReaRev: Adaptive Reasoning for Question Answering over Knowledge Graphs EMNLP 2022 Recipe2Vec: Multi-modal Recipe Representation Learning with Graph Neural Networks IJCAI 2022 Recipe for a General, Powerful, Scalable Graph Transformer NeurIPS 2022 Recursive Reasoning Graph for Multi-Agent Reinforcement Learning AAAI 2022 Redundancy-Free Message Passing for Graph Neural Networks NeurIPS 2022 ReFactor GNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective NeurIPS 2022 Regularized Graph Structure Learning with Semantic Knowledge for Multi-variates Time-Series Forecasting IJCAI 2022 Regularized Molecular Conformation Fields NeurIPS 2022 Regularizing Graph Neural Networks via Consistency-Diversity Graph Augmentations AAAI 2022 Reinforcement Learning under a Multi-agent Predictive State Representation Model: Method and Theory ICLR 2022 Relational Triple Extraction: One Step is Enough IJCAI 2022 Relation-Specific Attentions over Entity Mentions for Enhanced Document-Level Relation Extraction NAACL 2022 RelU-Net: Syntax-aware Graph U-Net for Relational Triple Extraction EMNLP 2022 Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discrimination NeurIPS 2022