Graph Neural Networks

Data-Free Adversarial Knowledge Distillation for Graph Neural Networks IJCAI 2022 Deep Amortized Relational Model with Group-Wise Hierarchical Generative Process AAAI 2022 Deformable Graph Convolutional Networks AAAI 2022 DialogueGAT: A Graph Attention Network for Financial Risk Prediction by Modeling the Dialogues in Earnings Conference Calls EMNLP 2022 Discrete Opinion Tree Induction for Aspect-based Sentiment Analysis ACL 2022 DisenCite: Graph-Based Disentangled Representation Learning for Context-Specific Citation Generation AAAI 2022 Disentangling the Computational Complexity of Network Untangling IJCAI 2022 Dist2Cycle: A Simplicial Neural Network for Homology Localization AAAI 2022 DocTime: A Document-level Temporal Dependency Graph Parser NAACL 2022 Does your graph need a confidence boost? Convergent boosted smoothing on graphs with tabular node features ICLR 2022 DUCK: Rumour Detection on Social Media by Modelling User and Comment Propagation Networks NAACL 2022 Early Forecast of Traffic Accident Impact Based on a Single-Snapshot Observation (Student Abstract) AAAI 2022 Efficient and passive learning of networked dynamical systems driven by non-white exogenous inputs AISTATS 2022 EmRel: Joint Representation of Entities and Embedded Relations for Multi-triple Extraction NAACL 2022 Enhanced Multi-Channel Graph Convolutional Network for Aspect Sentiment Triplet Extraction ACL 2022 Ensemble Multi-Relational Graph Neural Networks IJCAI 2022 Entity-level Interaction via Heterogeneous Graph for Multimodal Named Entity Recognition EMNLP 2022 Equivariant and Stable Positional Encoding for More Powerful Graph Neural Networks ICLR 2022 Equivariant Graph Hierarchy-Based Neural Networks NeurIPS 2022 Equivariant Quantum Graph Circuits ICML 2022 Euphemism Detection by Transformers and Relational Graph Attention Network EMNLP 2022 Evaluating Graph Generative Models with Contrastively Learned Features NeurIPS 2022 EvenNet: Ignoring Odd-Hop Neighbors Improves Robustness of Graph Neural Networks NeurIPS 2022 EventGraph at CASE 2021 Task 1: A General Graph-based Approach to Protest Event Extraction EMNLP 2022 Exact Shape Correspondence via 2D graph convolution NeurIPS 2022