KGNN: Knowledge Graph Neural Network for Drug-Drug Interaction Prediction. X Lin, Z Quan, ZJ Wang, T Ma, X Zeng IJCAI 380, 2739-2745, 2020 | 283 | 2020 |
Repurpose open data to discover therapeutics for COVID-19 using deep learning X Zeng*, X Song*, T Ma*, X Pan, Y Zhou, Y Hou, Z Zhang, K Li, G Karypis, ... Journal of proteome research 19 (11), 4624-4636, 2020 | 217 | 2020 |
MUFFIN: multi-scale feature fusion for drug–drug interaction prediction Y Chen, T Ma, X Yang, J Wang, B Song, X Zeng Bioinformatics 37 (17), 2651-2658, 2021 | 114 | 2021 |
KG-MTL: Knowledge graph enhanced multi-task learning for molecular interaction T Ma, X Lin, B Song, SY Philip, X Zeng IEEE Transactions on Knowledge and Data Engineering 35 (7), 7068-7081, 2022 | 19 | 2022 |
StratMed: Relevance stratification between biomedical entities for sparsity on medication recommendation X Li, S Liang, Y Hou, T Ma Knowledge-Based Systems 284, 111239, 2024 | 4 | 2024 |
TO-UGDA: target-oriented unsupervised graph domain adaptation Z Zeng, J Xie, Z Yang, T Ma, D Chen Scientific Reports 14 (1), 9165, 2024 | | 2024 |
Relationship Discovery for Drug Recommendation X Li, S Liang, Y Lei, C Li, Y Hou, T Ma arXiv preprint arXiv:2404.12228, 2024 | | 2024 |
KGExplainer: Towards Exploring Connected Subgraph Explanations for Knowledge Graph Completion T Ma, W Tao, M Li, J Zhang, X Pan, J Lin, B Song arXiv preprint arXiv:2404.03893, 2024 | | 2024 |
Dual-Granularity Medication Recommendation Based on Causal Inference S Liang, X Li, C Li, Y Lei, Y Hou, T Ma arXiv preprint arXiv:2403.00880, 2024 | | 2024 |
Learning to Denoise Unreliable Interactions for Link Prediction on Biomedical Knowledge Graph T Ma, Y Chen, W Tao, D Zheng, X Lin, PC Pang, Y Liu, Y Wang, B Song, ... arXiv preprint arXiv:2312.06682, 2023 | | 2023 |