graph neural network

Document-Level Event Argument Extraction by Leveraging Redundant Information and Closed Boundary Loss NAACL 2022 Document-level Relation Extraction via Subgraph Reasoning IJCAI 2022 Does GNN Pretraining Help Molecular Representation? NeurIPS 2022 Does your graph need a confidence boost? Convergent boosted smoothing on graphs with tabular node features ICLR 2022 Do We Need Anisotropic Graph Neural Networks? ICLR 2022 DRLK: Dynamic Hierarchical Reasoning with Language Model and Knowledge Graph for Question Answering EMNLP 2022 DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting ICML 2022 Dual-discriminative Graph Neural Network for Imbalanced Graph-level Anomaly Detection NeurIPS 2022 DyGRAIN: An Incremental Learning Framework for Dynamic Graphs IJCAI 2022 Dynamic Graph Neural Networks Under Spatio-Temporal Distribution Shift NeurIPS 2022 Dynamic Key-Value Memory Enhanced Multi-Step Graph Reasoning for Knowledge-Based Visual Question Answering AAAI 2022 Dynamic Relevance Graph Network for Knowledge-Aware Question Answering COLING 2022 Dynamic Schema Graph Fusion Network for Multi-Domain Dialogue State Tracking ACL 2022 Dynamic Structure Learning through Graph Neural Network for Forecasting Soil Moisture in Precision Agriculture IJCAI 2022 DynGL-SDP: Dynamic Graph Learning for Semantic Dependency Parsing COLING 2022 Early Forecast of Traffic Accident Impact Based on a Single-Snapshot Observation (Student Abstract) AAAI 2022 Efficient Computation of Higher-Order Subgraph Attribution via Message Passing ICML 2022 Efficient Graph Similarity Computation with Alignment Regularization NeurIPS 2022 Emotion-Controllable Generalized Talking Face Generation IJCAI 2022 End-to-End Learning of Probabilistic Hierarchies on Graphs ICLR 2022 End-to-End Open-Set Semi-Supervised Node Classification with Out-of-Distribution Detection IJCAI 2022 Enforcement Heuristics for Argumentation with Deep Reinforcement Learning AAAI 2022 Enhancing Financial Table and Text Question Answering with Tabular Graph and Numerical Reasoning AACL 2022 Enhancing Joint Multiple Intent Detection and Slot Filling with Global Intent-Slot Co-occurrence EMNLP 2022 Enhancing Sequential Recommendation with Graph Contrastive Learning IJCAI 2022