Graph Neural Networks

ERGO: Event Relational Graph Transformer for Document-level Event Causality Identification COLING 2022 Evaluating Explanations of Relational Graph Convolutional Network Link Predictions on Knowledge Graphs AAAI 2022 Evaluating Graph Generative Models with Contrastively Learned Features NeurIPS 2022 Evaluation Metrics for Graph Generative Models: Problems, Pitfalls, and Practical Solutions ICLR 2022 EvenNet: Ignoring Odd-Hop Neighbors Improves Robustness of Graph Neural Networks NeurIPS 2022 Event Detection with Dual Relational Graph Attention Networks COLING 2022 EventGraph at CASE 2021 Task 1: A General Graph-based Approach to Protest Event Extraction EMNLP 2022 EventGraph: Event Extraction as Semantic Graph Parsing EMNLP 2022 Event Schema Induction with Double Graph Autoencoders NAACL 2022 EXACT: Scalable Graph Neural Networks Training via Extreme Activation Compression ICLR 2022 Exact Shape Correspondence via 2D graph convolution NeurIPS 2022 Explainable GNN-Based Models over Knowledge Graphs ICLR 2022 Exploring Relational Semantics for Inductive Knowledge Graph Completion AAAI 2022 Exponentially Improving the Complexity of Simulating the Weisfeiler-Lehman Test with Graph Neural Networks NeurIPS 2022 Expressiveness and Approximation Properties of Graph Neural Networks ICLR 2022 Extending Phrase Grounding with Pronouns in Visual Dialogues EMNLP 2022 Extracting Temporal Event Relation with Syntax-guided Graph Transformer NAACL 2022 FAITH: Few-Shot Graph Classification with Hierarchical Task Graphs IJCAI 2022 Fast Graph Neural Tangent Kernel via Kronecker Sketching AAAI 2022 FBNETGEN: Task-aware GNN-based fMRI Analysis via Functional Brain Network Generation MIDL 2022 Few-Shot Learning on Graphs IJCAI 2022 Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks ICLR 2022 Filtration-Enhanced Graph Transformation IJCAI 2022 Finding Global Homophily in Graph Neural Networks When Meeting Heterophily ICML 2022 Fine-Grained Object Classification via Self-Supervised Pose Alignment CVPR 2022