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Graph Neural Networks

4,522 papers

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Papers

Multimodal Graph Representation Learning over Arbitrary Sets of Modalities WACV 2026

Graph-Based Spectral Attention with Multi-Spectral Images for Illuminant Estimation WACV 2026

AutoSew: A Geometric Approach to Stitching Prediction with Graph Neural Networks WACV 2026

GeoHSAF: Geometric Hippocampus Shape Analysis Framework for Longitudinal Alzheimer's Disease Classification WACV 2026

DOTGraph: CLIP-Driven Feature Disentanglement and Optimal Transport based Graph Learning for Few-Shot Segmentation WACV 2026

Motion-Aware Graph Fusion Network for 3D Human Pose Estimation WACV 2026

Graph Query Networks for Object Detection with Automotive Radar WACV 2026

Event-based Graph Representation with Spatial and Motion Vectors for Asynchronous Object Detection WACV 2026

LightGazeNet: A Lightweight GNN-based Architecture for Gaze Estimation WACV 2026

SimForce: Force and Surface Electromyography from Full Body Video with Graph Neural Nets WACV 2026

HodgeFormer: Transformers for Learnable Operators on Triangular Meshes through Data-Driven Hodge Matrices WACV 2026

AdaptViG: Adaptive Vision GNN with Exponential Decay Gating WACV 2026

UnderWater SLAM with Laser-light sectioning method using ST-GAT WACV 2026

Sketch3R: Rapid and Realistic 3D VR Sketch Creation to Shape Retrieval WACV 2026

GFT-GCN: Privacy-Preserving 3D Face Mesh Recognition with Spectral Diffusion WACV 2026

Mitigating Degree Bias in Hypergraphs via Attribute-as-Structure Approach EACL 2026

Bridging Attribution and Open-Set Detection using Graph-Augmented Instance Learning in Synthetic Speech EACL 2026

NG-Router: Graph-Supervised Multi-Agent Collaboration for Nutrition Question Answering EACL 2026

DisGraph-RP: Graph-Augmented Temporal Modeling with Aspect-Based Contrastive Encoding of Discharge Summary for Readmission Prediction EACL 2026

How to Make LMs Strong Node Classifiers? EACL 2026

Skill Discovery for Software Scripting Automation via Offline Simulations with LLMs EACL 2026

MemeWeaver: Inter-Meme Graph Reasoning for Sexism and Misogyny Detection EACL 2026

Evidence Grounding vs. Memorization: Why Neural Semantics Matter for Knowledge Graph Fact Verification EACL 2026

Learning Structurally Stabilized Representations for Lossless DNA Storage AAAI 2026

ViG-RAG: Video-aware Graph Retrieval-Augmented Generation via Temporal and Semantic Hybrid Reasoning AAAI 2026