graph neural network

Multi-graph Fusion Cross-model Contrastive Learning for Recommendation AAAI 2026 MultiKD: Backdoor Defense in Federated Graph Learning via Attention-Guided Multi-Teacher Distillation AAAI 2026 Multi-knowledge Enhanced Graph Neural Network for Multi-trait Essay Scoring AAAI 2026 Multiplex Heterogeneous Graph Neural Networks with Euclidean-Riemannian Mutual Space Synergy AAAI 2026 Multi-View Differential Mixing and Graph-Guided Structural Region Selection for Cross-Modal Alignment AAAI 2026 Neural Graph Navigation for Intelligent Subgraph Matching AAAI 2026 NG-Router: Graph-Supervised Multi-Agent Collaboration for Nutrition Question Answering EACL 2026 Noise-Aware Graph-Based Cognitive Diagnostic Framework Through Low-Rank Alignment AAAI 2026 On Stealing Graph Neural Network Models AAAI 2026 Optimizing LoRA Allocation of MoE with the Alignment of Topic Correlation AAAI 2026 PAGPL: Privacy-Aware Graph Prompt Learning Scheme via Adaptive Perturbation-Estimated Topology Recovery AAAI 2026 Pb4U-GNet: Resolution-Adaptive Garment Simulation via Propagation-before-Update Graph Network AAAI 2026 Physically-Informed Flow Matching with Graph Neural Networks for Complex Fluid Dynamics AAAI 2026 Physical-regularized Hierarchical Generative Model for Metallic Glass Structural Generation and Energy Prediction AAAI 2026 PLA-MGRA: Multi-Granularity and Relation-Aware Learning for Efficient and Generalizable Protein-Ligand Binding Affinity Prediction AAAI 2026 PointChain: Learning Generalizable Point Cloud Representations via Structural Chain Modeling AAAI 2026 Posterior Label Smoothing for Node Classification AAAI 2026 PP-Brep: Few-Shot B-rep Classification with Hybrid Graph Representation CVPR 2026 Privacy Auditing of Multi-Domain Graph Pre-Trained Model Under Membership Inference Attacks AAAI 2026 ProGMLP: A Progressive Framework for GNN-to-MLP Knowledge Distillation with Efficient Trade-offs AAAI 2026 R2G: A Multi-View Circuit Graph Benchmark Suite from RTL to GDSII CVPR 2026 RABot: Reinforcement-Guided Graph Augmentation for Imbalanced and Noisy Social Bot Detection AAAI 2026 RAVU: Retrieval Augmented Video Understanding with Compositional Reasoning over Graph WACV 2026 Reasoning About the Unsaid: Misinformation Detection with Omission-Aware Graph Inference AAAI 2026 Reinforcement Learning with Fuzzy Human Attention-Guided Graph for Heterogeneous Multiagent Systems AAAI 2026