| 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 |
