graph neural network

On the Completeness of Invariant Geometric Deep Learning Models ICLR 2025 On the Hölder Stability of Multiset and Graph Neural Networks ICLR 2025 On the Relationship Between Robustness and Expressivity of Graph Neural Networks AISTATS 2025 Open-Set Cross-Network Node Classification via Unknown-Excluded Adversarial Graph Domain Alignment AAAI 2025 Open-Set Graph Anomaly Detection via Normal Structure Regularisation ICLR 2025 ORID: Organ-Regional Information Driven Framework for Radiology Report Generation WACV 2025 Orthogonal Bases for Equivariant Graph Learning with Provable k-WL Expressive Power JMLR 2025 Out-of-Distribution Detection via LLM-Guided Outlier Generation for Text-attributed Graph ACL 2025 Out-of-Distribution Generalization on Graphs via Progressive Inference AAAI 2025 PALA: Class-imbalanced Graph Domain Adaptation via Prototype-anchored Learning and Alignment IJCAI 2025 PASTA: Part-Aware Sketch-to-3D Shape Generation with Text-Aligned Prior ICCV 2025 PDDFormer: Pairwise Distance Distribution Graph Transformer for Crystal Material Property Prediction IJCAI 2025 Perfect Recovery for Random Geometric Graph Matching with Shallow Graph Neural Networks AISTATS 2025 PerfSeer: An Efficient and Accurate Deep Learning Models Performance Predictor IJCAI 2025 Periodic Materials Generation using Text-Guided Joint Diffusion Model ICLR 2025 PerLA: Perceptive 3D Language Assistant CVPR 2025 Perturbation-driven Dual Auxiliary Contrastive Learning for Collaborative Filtering Recommendation COLING 2025 PHGC: Procedural Heterogeneous Graph Completion for Natural Language Task Verification in Egocentric Videos CVPR 2025 PhyMPGN: Physics-encoded Message Passing Graph Network for spatiotemporal PDE systems ICLR 2025 Physics-Guided Fair Graph Sampling for Water Temperature Prediction in River Networks AAAI 2025 Pioneer: Physics-informed Riemannian Graph ODE for Entropy-increasing Dynamics AAAI 2025 PIORF: Physics-Informed Ollivier-Ricci Flow for Long–Range Interactions in Mesh Graph Neural Networks ICLR 2025 Point Clouds Meets Physics: Dynamic Acoustic Field Fitting Network for Point Cloud Understanding CVPR 2025 PointRWKV: Efficient RWKV-Like Model for Hierarchical Point Cloud Learning AAAI 2025 POI Recommendation via Multi-Objective Adversarial Imitation Learning AAAI 2025