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Graph Neural Networks

1127 directly classified papers

Papers per year

Papers

Supra-Laplacian Encoding for Transformer on Dynamic Graphs NIPS 2024
What do Graph Neural Networks learn? Insights from Tropical Geometry NIPS 2024
Clustering then Propagation: Select Better Anchors for Knowledge Graph Embedding NIPS 2024
How Does Message Passing Improve Collaborative Filtering? NIPS 2024
Association Pattern-aware Fusion for Biological Entity Relationship Prediction NIPS 2024
Unified Insights: Harnessing Multi-modal Data for Phenotype Imputation via View Decoupling NIPS 2024
Learning Diffusions under Uncertainty AAAI 2024
Towards the Disappearing Truth: Fine-Grained Joint Causal Influences Learning with Hidden Variable-Driven Causal Hypergraphs in Time Series AAAI 2024
Robust Stochastic Graph Generator for Counterfactual Explanations AAAI 2024
Dynamic Reactive Spiking Graph Neural Network AAAI 2024
Embedded Feature Selection on Graph-Based Multi-View Clustering AAAI 2024
Identifying Guarantors of War Veterans Using Robust-SEAL: A Case of the Korean War AAAI 2024
GLiDR: Topologically Regularized Graph Generative Network for Sparse LiDAR Point Clouds CVPR 2024
FC-GNN: Recovering Reliable and Accurate Correspondences from Interferences CVPR 2024
HONGAT: Graph Attention Networks in the Presence of High-Order Neighbors AAAI 2024
Tumor Micro-environment Interactions Guided Graph Learning for Survival Analysis of Human Cancers from Whole-slide Pathological Images CVPR 2024
Category-Level Multi-Part Multi-Joint 3D Shape Assembly CVPR 2024
Learning Structure-from-Motion with Graph Attention Networks CVPR 2024
Union Subgraph Neural Networks AAAI 2024
Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data AAAI 2024
Hyperbolic Graph Diffusion Model AAAI 2024
Homophily-Related: Adaptive Hybrid Graph Filter for Multi-View Graph Clustering AAAI 2024
Residual Hyperbolic Graph Convolution Networks AAAI 2024
MPGraf: a Modular and Pre-trained Graphformer for Learning to Rank at Web-scale (Extended Abstract) IJCAI 2024
Predicting Housing Transaction with Common Covariance GNNs IJCAI 2024