graph neural network

NAAM: Node-Aware Attention Mechanism for Distilling GNNs-to-MLP (Student Abstract) AAAI 2025 NAAST-GNN: Neighborhood Adaptive Aggregation and Spectral Tuning for Graph Anomaly Detection IJCAI 2025 NarGINA: Towards Accurate and Interpretable Children’s Narrative Ability Assessment via Narrative Graphs ACL 2025 NBA3D: Neighbor-Based Confidence Adjustment for 3D Rare Object Detection Using LiDAR AAAI 2025 NeuBM: Mitigating Model Bias in Graph Neural Networks Through Neutral Input Calibration IJCAI 2025 Neural Assembler: Learning to Generate Fine-Grained Robotic Assembly Instructions from Multi-View Images AAAI 2025 Neural Graph Matching Improves Retrieval Augmented Generation in Molecular Machine Learning ICML 2025 Neural Topic Modeling via Contextual and Graph Information Fusion EMNLP 2025 Neural Variable-Order Fractional Differential Equation Networks AAAI 2025 Neuro-Guided Graph Search for Symbolic Regression (Student Abstract) AAAI 2025 NeuroTree: Hierarchical Functional Brain Pathway Decoding for Mental Health Disorders ICML 2025 NGQA: A Nutritional Graph Question Answering Benchmark for Personalized Health-aware Nutritional Reasoning ACL 2025 NLGT: Neighborhood-based and Label-enhanced Graph Transformer Framework for Node Classification AAAI 2025 NN-Former: Rethinking Graph Structure in Neural Architecture Representation CVPR 2025 Node Identifiers: Compact, Discrete Representations for Efficient Graph Learning ICLR 2025 NoiseHGNN: Synthesized Similarity Graph-Based Neural Network for Noised Heterogeneous Graph Representation Learning AAAI 2025 Noisy Node Classification by Bi-level Optimization Based Multi-Teacher Distillation AAAI 2025 Normalize Then Propagate: Efficient Homophilous Regularization for Few-Shot Semi-Supervised Node Classification AAAI 2025 OCRT: Boosting Foundation Models in the Open World with Object-Concept-Relation Triad CVPR 2025 On Designing General and Expressive Quantum Graph Neural Networks with Applications to MILP Instance Representation ICLR 2025 OneForecast: A Universal Framework for Global and Regional Weather Forecasting ICML 2025 One Node One Model: Featuring the Missing-Half for Graph Clustering AAAI 2025 On Measuring Long-Range Interactions in Graph Neural Networks ICML 2025 On Oversquashing in Graph Neural Networks Through the Lens of Dynamical Systems AAAI 2025 On the Benefits of Attribute-Driven Graph Domain Adaptation ICLR 2025