← Architectures
Deep Learning › Architectures ›

Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

HyperDefender: A Robust Framework for Hyperbolic GNNs AAAI 2025
Alleviating Performance Disparity in Adversarial Spatiotemporal Graph Learning Under Zero-Inflated Distribution AAAI 2025
Time Series Supplier Allocation via Deep Black-Litterman Model AAAI 2025
GraphMimic: Graph-to-Graphs Generative Modeling from Videos for Policy Learning CVPR 2025
ChainHOI: Joint-based Kinematic Chain Modeling for Human-Object Interaction Generation CVPR 2025
SIGraph: Saliency Image-Graph Network for Retinal Disease Classification in Fundus Image AAAI 2025
g3D-LF: Generalizable 3D-Language Feature Fields for Embodied Tasks CVPR 2025
End-to-End HOI Reconstruction Transformer with Graph-based Encoding CVPR 2025
ML-GOOD: Towards Multi-Label Graph Out-Of-Distribution Detection AAAI 2025
Pose Magic: Efficient and Temporally Consistent Human Pose Estimation with a Hybrid Mamba-GCN Network AAAI 2025
PScalpel: A Machine Learning-based Guider for Protein Phase-Separating Behaviour Alteration AAAI 2025
Highly Imperceptible Black-Box Graph Injection Attacks with Reinforcement Learning AAAI 2025
HiGDA: Hierarchical Graph of Nodes to Learn Local-to-Global Topology for Semi-Supervised Domain Adaptation AAAI 2025
Fine-Grained Graph Representation Learning for Heterogeneous Mobile Networks with Attentive Fusion and Contrastive Learning AAAI 2025
BrepGiff: Lightweight Generation of Complex B-rep with 3D GAT Diffusion CVPR 2025
Higher Order Structures for Graph Explanations AAAI 2025
Multiple Feature Refining Network for Visual Emotion Distribution Learning AAAI 2025
Scalable Quantum-Inspired Optimization Through Dynamic Qubit Compression AAAI 2025
UniFORM: Towards Unified Framework for Anomaly Detection on Graphs AAAI 2025
Learning Efficient and Generalizable Human Representation with Human Gaussian Model ICCV 2025
NN-Former: Rethinking Graph Structure in Neural Architecture Representation CVPR 2025
Relation-Aware Equivariant Graph Networks for Epitope-Unknown Antibody Design and Specificity Optimization AAAI 2025
Artificial Intelligence in Spectroscopy: Advancing Chemistry from Prediction To Generation and Beyond IJCAI 2025
BioX-CPath: Biologically-driven Explainable Diagnostics for Multistain IHC Computational Pathology CVPR 2025
A3GS: Arbitrary Artistic Style into Arbitrary 3D Gaussian Splatting ICCV 2025