graph neural network

DRSoRec: Dual-Rectification of Social Networks for Recommendation AAAI 2026 Dual-branch Spatial-Temporal Self-supervised Representation for Enhanced Road Network Learning AAAI 2026 Dual-Geometry Graph Network: Unifying Local and Global Priors for Few-Shot Learning AAAI 2026 Dual Graph Disambiguation for Multi-Instance Partial-Label Learning AAAI 2026 Dual-Kernel Graph Community Contrastive Learning AAAI 2026 Dual Mamba for Node-Specific Representation Learning: Tackling Over-Smoothing with Selective State Space Modeling AAAI 2026 DuoKD: Dual Knowledge Distillation from Large Language Models for Robust Graph Neural Networks AAAI 2026 Dynamic Deep Graph Learning for Incomplete Multi-View Clustering with Masked Graph Reconstruction Loss AAAI 2026 DynamicRTL: RTL Representation Learning for Dynamic Circuit Behavior AAAI 2026 Echoless Label-Based Pre-computation for Memory-Efficient Heterogeneous Graph Learning AAAI 2026 EdGCL: Disentangling Social and Cognitive Homophily in Graph-Based Educational Recommender Systems AAAI 2026 Edge-Centric Relational Reasoning for 3D Scene Graph Prediction AAAI 2026 Encode Geometric Diagram as Geo-Graph in Geometry Problem Solving AAAI 2026 Enhancing Chemical Explainability Through Counterfactual Masking AAAI 2026 Enhancing Logical Expressiveness in Graph Neural Networks via Path-Neighbor Aggregation AAAI 2026 Enhancing Multimodal Misinformation Detection by Replaying the Whole Story from Image Modality Perspective AAAI 2026 EpiRDN: A Learnable Anisotropic Reaction-Diffusion Network for Epidemic Time Series Prediction UAI 2026 Explanation-Preserving Augmentation for Semi-Supervised Graph Representation Learning AAAI 2026 Exploiting Graph-Based Structural Priors for Visual Recognition AAAI 2026 Exploring Domain Generalization and Subpopulation Shift for Generalizable Graph-Level Anomaly Detection AAAI 2026 Expressive Power of Graph Transformers via Logic AAAI 2026 Fair Graph Learning with Limited Sensitive Attribute Information AAAI 2026 FairGSE: Fairness-Aware Graph Neural Network Without High False Positive Rates AAAI 2026 FantasyHSI: Video-Generation-Centric 4D Human Synthesis in Any Scene Through a Graph-Based Multi-Agent Framework AAAI 2026 Fashion Microscope: Pixel-Level Attribute Perception via Optimal Transport and Neural Semantic Aggregation AAAI 2026