Graph Neural Networks

Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting EMNLP 2023 Deep Learning of Partial Graph Matching via Differentiable Top-K CVPR 2023 Degree-based stratification of nodes in Graph Neural Networks ACML 2023 Demystifying Oversmoothing in Attention-Based Graph Neural Networks NeurIPS 2023 Dense-ATOMIC: Towards Densely-connected ATOMIC with High Knowledge Coverage and Massive Multi-hop Paths ACL 2023 DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text EMNLP 2023 Detecting Anomalous Networks of Opioid Prescribers and Dispensers in Prescription Drug Data AAAI 2023 Differentiable Meta Multigraph Search with Partial Message Propagation on Heterogeneous Information Networks AAAI 2023 Diffusion Probabilistic Models for Structured Node Classification NeurIPS 2023 Directional diffusion models for graph representation learning NeurIPS 2023 DiSCoMaT: Distantly Supervised Composition Extraction from Tables in Materials Science Articles ACL 2023 Distance-Based Propagation for Efficient Knowledge Graph Reasoning EMNLP 2023 Double-Branch Multi-Attention based Graph Neural Network for Knowledge Graph Completion ACL 2023 DRew: Dynamically Rewired Message Passing with Delay ICML 2023 DropMessage: Unifying Random Dropping for Graph Neural Networks AAAI 2023 Dual Low-Rank Graph Autoencoder for Semantic and Topological Networks AAAI 2023 Efficient Approximations of Complete Interatomic Potentials for Crystal Property Prediction ICML 2023 End-to-End Argument Mining over Varying Rhetorical Structures ACL 2023 Enhancing Event Causality Identification with Event Causal Label and Event Pair Interaction Graph ACL 2023 Equivariant Polynomials for Graph Neural Networks ICML 2023 Error Detection for Text-to-SQL Semantic Parsing EMNLP 2023 ESSEN: Improving Evolution State Estimation for Temporal Networks using Von Neumann Entropy NeurIPS 2023 Ewald-based Long-Range Message Passing for Molecular Graphs ICML 2023 Exploring Faithful Rationale for Multi-Hop Fact Verification via Salience-Aware Graph Learning AAAI 2023 Exposing the Self-Supervised Space-Time Correspondence Learning via Graph Kernels AAAI 2023