graph neural network

An End-to-End Simple Clustering Hierarchical Pooling Operation for Graph Learning Based on Top-K Node Selection IJCAI 2025 An Out-Of-Distribution Membership Inference Attack Approach for Cross-Domain Graph Attacks IJCAI 2025 A Novel GNN Framework Integrating Neuroimaging and Behavioral Information to Understand Adolescent Psychiatric Disorders MIDL 2025 A Prior-based Discrete Diffusion Model for Social Graph Generation IJCAI 2025 Architecture-Aware Learning Curve Extrapolation via Graph Ordinary Differential Equation AAAI 2025 Artificial Intelligence in Spectroscopy: Advancing Chemistry from Prediction To Generation and Beyond IJCAI 2025 A Scalable and Effective Alternative to Graph Transformers AAAI 2025 ASIGN: An Anatomy-aware Spatial Imputation Graphic Network for 3D Spatial Transcriptomics CVPR 2025 A Simple Graph Contrastive Learning Framework for Short Text Classification AAAI 2025 Association Pattern-enhanced Molecular Representation Learning AAAI 2025 A Survey on Temporal Interaction Graph Representation Learning: Progress, Challenges, and Opportunities IJCAI 2025 A Theoretically-Principled Sparse, Connected, and Rigid Graph Representation of Molecules ICLR 2025 AtomSurf: Surface Representation for Learning on Protein Structures ICLR 2025 Attention Mechanisms Perspective: Exploring LLM Processing of Graph-Structured Data ICML 2025 Audio-Visual Semantic Graph Network for Audio-Visual Event Localization CVPR 2025 AutoFEA: Enhancing AI Copilot by Integrating Finite Element Analysis Using Large Language Models with Graph Neural Networks AAAI 2025 Automated Decision-Making on Networks with LLMs through Knowledge-Guided Evolution IJCAI 2025 Automated Molecular Concept Generation and Labeling with Large Language Models COLING 2025 AutoParLLM: GNN-guided Context Generation for Zero-Shot Code Parallelization using LLMs NAACL 2025 BaB-ND: Long-Horizon Motion Planning with Branch-and-Bound and Neural Dynamics ICLR 2025 Backdoor Attack on Vertical Federated Graph Neural Network Learning IJCAI 2025 BANGS: Game-theoretic Node Selection for Graph Self-Training ICLR 2025 Behavior Importance-Aware Graph Neural Architecture Search for Cross-Domain Recommendation AAAI 2025 Beyond Homophily: Graph Contrastive Learning with Macro-Micro Message Passing AAAI 2025 BGM: Demand Prediction for Expanding Bike-Sharing Systems with Dynamic Graph Modeling IJCAI 2025