graph neural network

PolyhedronNet: Representation Learning for Polyhedra with Surface-attributed Graph ICLR 2025 Port-Hamiltonian Architectural Bias for Long-Range Propagation in Deep Graph Networks ICLR 2025 Pose Magic: Efficient and Temporally Consistent Human Pose Estimation with a Hybrid Mamba-GCN Network AAAI 2025 Positional Encoding meets Persistent Homology on Graphs ICML 2025 PRAGA: Prototype-aware Graph Adaptive Aggregation for Spatial Multi-modal Omics Analysis AAAI 2025 Predicting the Energy Landscape of Stochastic Dynamical System via Physics-informed Self-supervised Learning ICLR 2025 Predicting User Behavior in Smart Spaces with LLM-Enhanced Logs and Personalized Prompts AAAI 2025 Pre-trained Semantic Interaction based Inductive Graph Neural Networks for Text Classification COLING 2025 Pre-Training Graph Neural Networks on Molecules by Using Subgraph-Conditioned Graph Information Bottleneck AAAI 2025 Primal-Dual Neural Algorithmic Reasoning ICML 2025 Probing Relative Interaction and Dynamic Calibration in Multi-modal Entity Alignment ACL 2025 Prompt-based Unifying Inference Attack on Graph Neural Networks AAAI 2025 ProtComposer: Compositional Protein Structure Generation with 3D Ellipsoids ICLR 2025 Provably Robust Explainable Graph Neural Networks against Graph Perturbation Attacks ICLR 2025 PScalpel: A Machine Learning-based Guider for Protein Phase-Separating Behaviour Alteration AAAI 2025 Pseudo Visible Feature Fine-Grained Fusion for Thermal Object Detection CVPR 2025 PS-Mamba: Spatial-Temporal Graph Mamba for Pose Sequence Refinement ICCV 2025 PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly Detection and Natural Language Interpretation WACV 2025 PyTDC: A multimodal machine learning training, evaluation, and inference platform for biomedical foundation models ICML 2025 QABISAR: Query-Article Bipartite Interactions for Statutory Article Retrieval COLING 2025 Quality Measures for Dynamic Graph Generative Models ICLR 2025 Quantifying the Optimization and Generalization Advantages of Graph Neural Networks Over Multilayer Perceptrons AISTATS 2025 Query-Based and Unnoticeable Graph Injection Attack from Neighborhood Perspective IJCAI 2025 Question-Aware Knowledge Graph Prompting for Enhancing Large Language Models ACL 2025 Rationalizing and Augmenting Dynamic Graph Neural Networks ICLR 2025