| Pathology-genomic fusion via biologically informed cross-modality graph learning for survival analysis | Apr 11, 2024 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Path Planning based on 2D Object Bounding-box | Feb 22, 2024 | Autonomous DrivingGraph Neural Network | —Unverified | 0 |
| PatternPortrait: Draw Me Like One of Your Scribbles | Jan 22, 2024 | Graph Neural Network | —Unverified | 0 |
| PCQA-GRAPHPOINT: Efficients Deep-Based Graph Metric For Point Cloud Quality Assessment | Nov 4, 2022 | Graph Neural NetworkPoint Cloud Quality Assessment | —Unverified | 0 |
| PC-RGNN: Point Cloud Completion and Graph Neural Network for 3D Object Detection | Dec 18, 2020 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| PDP: A General Neural Framework for Learning SAT Solvers | Sep 25, 2019 | Graph Neural Network | —Unverified | 0 |
| Peer-inspired Student Performance Prediction in Interactive Online Question Pools with Graph Neural Network | Aug 4, 2020 | Graph Neural NetworkPrediction | —Unverified | 0 |
| PerFedRec++: Enhancing Personalized Federated Recommendation with Self-Supervised Pre-Training | May 11, 2023 | Federated LearningGraph Learning | —Unverified | 0 |
| Performance Optimization using Multimodal Modeling and Heterogeneous GNN | Apr 25, 2023 | Graph Neural NetworkMultimodal Deep Learning | —Unverified | 0 |
| PerfSAGE: Generalized Inference Performance Predictor for Arbitrary Deep Learning Models on Edge Devices | Jan 26, 2023 | Graph Neural Network | —Unverified | 0 |
| Perseus: Leveraging Common Data Patterns with Curriculum Learning for More Robust Graph Neural Networks | Oct 16, 2024 | Adversarial DefenseGraph Neural Network | —Unverified | 0 |
| Personalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation | Aug 19, 2022 | AttributeClustering | —Unverified | 0 |
| PersonaSAGE: A Multi-Persona Graph Neural Network | Dec 28, 2022 | Graph Neural NetworkLink Prediction | —Unverified | 0 |
| Person Re-identification with Deep Similarity-Guided Graph Neural Network | Jul 26, 2018 | Graph Neural NetworkPerson Re-Identification | —Unverified | 0 |
| PETIMOT: A Novel Framework for Inferring Protein Motions from Sparse Data Using SE(3)-Equivariant Graph Neural Networks | Mar 19, 2025 | Graph Neural NetworkProtein Structure Prediction | —Unverified | 0 |
| PHLP: Sole Persistent Homology for Link Prediction - Interpretable Feature Extraction | Apr 23, 2024 | Graph Neural NetworkLink Prediction | —Unverified | 0 |
| PhyGNNet: Solving spatiotemporal PDEs with Physics-informed Graph Neural Network | Aug 7, 2022 | DecoderGraph Neural Network | —Unverified | 0 |
| Physics-Guided Graph Neural Networks for Real-time AC/DC Power Flow Analysis | Apr 29, 2023 | Computational EfficiencyGraph Neural Network | —Unverified | 0 |
| Physics-Guided Multi-View Graph Neural Network for Schizophrenia Classification via Structural-Functional Coupling | May 21, 2025 | Functional ConnectivityGraph Neural Network | —Unverified | 0 |
| Physics-Informed GNN for non-linear constrained optimization: PINCO a solver for the AC-optimal power flow | Oct 7, 2024 | Graph Neural Network | —Unverified | 0 |
| Physics-informed Graphical Neural Network for Power System State Estimation | Dec 29, 2023 | Graph Neural NetworkState Estimation | —Unverified | 0 |
| PPGN: Physics-Preserved Graph Networks for Real-Time Fault Location in Distribution Systems with Limited Observation and Labels | Jul 5, 2021 | Graph EmbeddingGraph Learning | —Unverified | 0 |
| Physics-Informed Graph Neural Network for Spatial-temporal Production Forecasting | Sep 23, 2022 | Graph Neural NetworkProduction Forecasting | —Unverified | 0 |
| Physics-Informed Graph Neural Network for Dynamic Reconfiguration of Power Systems | Oct 1, 2023 | Decision MakingGraph Neural Network | —Unverified | 0 |
| PICA: Physics-Integrated Clothed Avatar | Jul 7, 2024 | 3DGSGraph Neural Network | —Unverified | 0 |
| PIDGeuN: Graph Neural Network-Enabled Transient Dynamics Prediction of Networked Microgrids Through Full-Field Measurement | Apr 18, 2022 | Graph Neural NetworkPrediction | —Unverified | 0 |
| PI-GNN: Towards Robust Semi-Supervised Node Classification against Noisy Labels | Sep 29, 2021 | Graph MiningGraph Neural Network | —Unverified | 0 |
| PLM-GNN: A Webpage Classification Method based on Joint Pre-trained Language Model and Graph Neural Network | May 9, 2023 | Graph Neural NetworkLanguage Modeling | —Unverified | 0 |
| Poincaré Heterogeneous Graph Neural Networks for Sequential Recommendation | May 16, 2022 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 |
| Points-of-Interest Relationship Inference with Spatial-enriched Graph Neural Networks | Feb 28, 2022 | Graph Neural Network | —Unverified | 0 |
| PolarMOT: How Far Can Geometric Relations Take Us in 3D Multi-Object Tracking? | Aug 3, 2022 | 3D Multi-Object TrackingEdge Classification | —Unverified | 0 |
| Polynomial Graph Convolutional Networks | Jan 1, 2021 | Graph ClassificationGraph Neural Network | —Unverified | 0 |
| Pooling Regularized Graph Neural Network for fMRI Biomarker Analysis | Jul 29, 2020 | Graph Neural Network | —Unverified | 0 |
| Pose Modulated Avatars from Video | Aug 23, 2023 | Graph Neural NetworkNeRF | —Unverified | 0 |
| Power Allocation for Device-to-Device Interference Channel Using Truncated Graph Transformers | Jul 20, 2023 | Graph Neural Network | —Unverified | 0 |
| Power Constrained Autotuning using Graph Neural Networks | Feb 22, 2023 | Graph Neural Network | —Unverified | 0 |
| PowerGNN: A Topology-Aware Graph Neural Network for Electricity Grids | Mar 26, 2025 | Graph Neural Network | —Unverified | 0 |
| Power grid operational risk assessment using graph neural network surrogates | Nov 21, 2023 | Decision MakingGraph Neural Network | —Unverified | 0 |
| PPT-GNN: A Practical Pre-Trained Spatio-Temporal Graph Neural Network for Network Security | Jun 19, 2024 | Graph Neural NetworkIntrusion Detection | —Unverified | 0 |
| Predicting building types and functions at transnational scale | Sep 15, 2024 | Graph Neural Network | —Unverified | 0 |
| Predicting Corporate Risk by Jointly Modeling Company Networks and Dialogues in Earnings Conference Calls | May 25, 2022 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Predicting Drug-Drug Interactions Using Knowledge Graphs | Aug 8, 2023 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 |
| Predicting Lattice Phonon Vibrational Frequencies Using Deep Graph Neural Networks | Nov 10, 2021 | Graph Neural NetworkMaterials Screening | —Unverified | 0 |
| Predicting Material Properties Using a 3D Graph Neural Network with Invariant Local Descriptors | Feb 16, 2021 | BIG-bench Machine LearningGraph Neural Network | —Unverified | 0 |
| Predicting Molecule-Target Interaction by Learning Biomedical Network and Molecule Representations | Feb 2, 2023 | Drug DiscoveryGraph Neural Network | —Unverified | 0 |
| Predicting SSH keys in Open SSH Memory dumps | Jan 24, 2024 | Graph Neural NetworkKey Detection | —Unverified | 0 |
| Predicting ulcer in H&E images of inflammatory bowel disease using domain-knowledge-driven graph neural network | Apr 13, 2025 | Graph Neural NetworkMultiple Instance Learning | —Unverified | 0 |
| Prediction of 30-day hospital readmission with clinical notes and EHR information | Mar 29, 2025 | Graph Neural Network | —Unverified | 0 |
| Prediction of the electron density of states for crystalline compounds with Atomistic Line Graph Neural Networks (ALIGNN) | Jan 20, 2022 | Graph Neural NetworkPrediction | —Unverified | 0 |
| Prediction of the Most Fire-Sensitive Point in Building Structures with Differentiable Agents for Thermal Simulators | Feb 5, 2025 | Graph Neural NetworkTransfer Learning | —Unverified | 0 |