Graph Neural Networks

Deep Temporal Graph Clustering ICLR 2024 DE-HNN: An effective neural model for Circuit Netlist representation AISTATS 2024 Delaunay Graph: Addressing Over-Squashing and Over-Smoothing Using Delaunay Triangulation ICML 2024 DEL: Discrete Element Learner for Learning 3D Particle Dynamics with Neural Rendering NeurIPS 2024 DeltaDock: A Unified Framework for Accurate, Efficient, and Physically Reliable Molecular Docking NeurIPS 2024 Denoising Point Clouds in Latent Space via Graph Convolution and Invertible Neural Network CVPR 2024 Dependency Structure-Enhanced Graph Attention Networks for Event Detection AAAI 2024 DFA-GNN: Forward Learning of Graph Neural Networks by Direct Feedback Alignment NeurIPS 2024 DGA-GNN: Dynamic Grouping Aggregation GNN for Fraud Detection AAAI 2024 DGCLUSTER: A Neural Framework for Attributed Graph Clustering via Modularity Maximization AAAI 2024 DGPN: A Dual Graph Prototypical Network for Few-Shot Speech Spoofing Algorithm Recognition Interspeech 2024 DHGCN: Dynamic Hop Graph Convolution Network for Self-Supervised Point Cloud Learning AAAI 2024 DHMConv: Directed Hypergraph Momentum Convolution Framework AISTATS 2024 DiffDA: a Diffusion model for weather-scale Data Assimilation ICML 2024 Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos NeurIPS 2024 DiG-In-GNN: Discriminative Feature Guided GNN-Based Fraud Detector against Inconsistencies in Multi-Relation Fraud Graph AAAI 2024 DiGRAF: Diffeomorphic Graph-Adaptive Activation Function NeurIPS 2024 Directed Hypergraph Representation Learning for Link Prediction AISTATS 2024 Discrete-state Continuous-time Diffusion for Graph Generation NeurIPS 2024 DisenGCD: A Meta Multigraph-assisted Disentangled Graph Learning Framework for Cognitive Diagnosis NeurIPS 2024 Disentangled Graph Self-supervised Learning for Out-of-Distribution Generalization ICML 2024 Disentangled Partial Label Learning AAAI 2024 Disentanglement-Guided Spatial-Temporal Graph Neural Network for Metro Flow Forecasting (Student Abstract) AAAI 2024 Dissecting the Failure of Invariant Learning on Graphs NeurIPS 2024 Distinguished In Uniform: Self-Attention Vs. Virtual Nodes ICLR 2024