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Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

ORID: Organ-Regional Information Driven Framework for Radiology Report Generation WACV 2025
All Roads Lead to Rome: Exploring Edge Distribution Shifts for Heterophilic Graph Learning IJCAI 2025
HGEN: Heterogeneous Graph Ensemble Networks IJCAI 2025
Inferring Past Human Actions in Homes with Abductive Reasoning WACV 2025
Exploiting Inter-Sample Information for Long-Tailed Out-of-Distribution Detection WACV 2025
What Can We Learn From MIMO Graph Convolutions? IJCAI 2025
SALE-MLP: Structure Aware Latent Embeddings for GNN to Graph-free MLP Distillation IJCAI 2025
WiGNet: Windowed Vision Graph Neural Network WACV 2025
Mitigating Over-Smoothing in Graph Neural Networks via Separation Coefficient-Guided Adaptive Graph Structure Adjustment IJCAI 2025
Multi-Omics Analysis for Cancer Subtype Inference via Unrolling Graph Smoothness Priors IJCAI 2025
Learning Semantic Part-Based Graph Structure for 3D Point Cloud Domain Generalization WACV 2025
Adversarial Learning Based Knowledge Distillation on 3D Point Clouds WACV 2025
Uncertainty-guided Graph Contrastive Learning from a Unified Perspective IJCAI 2025
Leveraging Peer-Informed Label Consistency for Robust Graph Neural Networks with Noisy Labels IJCAI 2025
High-Rank Irreducible Cartesian Tensor Decomposition and Bases of Equivariant Spaces JMLR 2025
Going Beyond Consistency: Target-oriented Multi-view Graph Neural Network IJCAI 2025
FedBG: Proactively Mitigating Bias in Cross-Domain Graph Federated Learning Using Background Data IJCAI 2025
Transformers from Diffusion: A Unified Framework for Neural Message Passing JMLR 2025
GraphNeuralNetworks.jl: Deep Learning on Graphs with Julia JMLR 2025
Few-Shot Structure-Informed Machinery Part Segmentation with Foundation Models and Graph Neural Networks WACV 2025
Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space IJCAI 2025
SpectralGap: Graph-Level Out-of-Distribution Detection via Laplacian Eigenvalue Gaps IJCAI 2025
TeG-DRec: Inductive Text-Graph Learning for Unseen Node Scientific Dataset Recommendation IJCNLP 2025
Verifying Quantized Graph Neural Networks is PSPACE-complete IJCAI 2025
Generate or Re-Weight? A Mutual-Guidance Method for Class-Imbalanced Graphs IJCAI 2025