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Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

FC-GNN: Recovering Reliable and Accurate Correspondences from Interferences CVPR 2024
HIG: Hierarchical Interlacement Graph Approach to Scene Graph Generation in Video Understanding CVPR 2024
Improving Out-of-Distribution Generalization in Graphs via Hierarchical Semantic Environments CVPR 2024
GreedyViG: Dynamic Axial Graph Construction for Efficient Vision GNNs CVPR 2024
HiKER-SGG: Hierarchical Knowledge Enhanced Robust Scene Graph Generation CVPR 2024
Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis CVPR 2024
Category-Level Multi-Part Multi-Joint 3D Shape Assembly CVPR 2024
Tumor Micro-environment Interactions Guided Graph Learning for Survival Analysis of Human Cancers from Whole-slide Pathological Images CVPR 2024
MemoNav: Working Memory Model for Visual Navigation CVPR 2024
Self-Promoted Clustering-based Contrastive Learning for Brain Networks Pretraining IJCAI 2024
Exploring the Role of Node Diversity in Directed Graph Representation Learning IJCAI 2024
Heterogeneous Graph Transformer with Poly-Tokenization IJCAI 2024
Learning Multi-Granularity and Adaptive Representation for Knowledge Graph Reasoning IJCAI 2024
WeatherGNN: Exploiting Meteo- and Spatial-Dependencies for Local Numerical Weather Prediction Bias-Correction IJCAI 2024
Robust Heterophilic Graph Learning against Label Noise for Anomaly Detection IJCAI 2024
Graph Attention Network with High-Order Neighbor Information Propagation for Social Recommendation IJCAI 2024
Kernel Readout for Graph Neural Networks IJCAI 2024
LG-GNN: Local-Global Adaptive Graph Neural Network for Modeling Both Homophily and Heterophily IJCAI 2024
Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns for Traffic Speed Prediction IJCAI 2024
Generalized Taxonomy-Guided Graph Neural Networks IJCAI 2024
VSGT: Variational Spatial and Gaussian Temporal Graph Models for EEG-based Emotion Recognition IJCAI 2024
A Logic for Reasoning about Aggregate-Combine Graph Neural Networks IJCAI 2024
Temporal Graph ODEs for Irregularly-Sampled Time Series IJCAI 2024
EPIC: Graph Augmentation with Edit Path Interpolation via Learnable Cost IJCAI 2024
An Efficient Prototype-Based Clustering Approach for Edge Pruning in Graph Neural Networks to Battle Over-Smoothing IJCAI 2024