| 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 | 354 | 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 | 243 | 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 | 152 | 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 | 37 | 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 | 16 | 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 | 2 | 2024 |
| Bridging chemical structure and conceptual knowledge enables accurate prediction of compound-protein interaction W Tao, X Lin, Y Liu, L Zeng, T Ma, N Cheng, J Jiang, X Zeng, S Yuan BMC biology 22 (1), 248, 2024 | 1 | 2024 |
| CausalMed: Causality-Based Personalized Medication Recommendation Centered on Patient Health State X Li, S Liang, Y Lei, C Li, Y Hou, D Zheng, T Ma Proceedings of the 33rd ACM International Conference on Information and …, 2024 | 1 | 2024 |
| Y-mol: A multiscale biomedical knowledge-guided large language model for drug development T Ma, X Lin, T Li, C Li, L Chen, P Zhou, X Cai, X Yang, D Zeng, D Cao, ... arXiv preprint arXiv:2410.11550, 2024 | 1 | 2024 |
| Learning to denoise biomedical knowledge graph for robust molecular interaction prediction T Ma, Y Chen, W Tao, D Zheng, X Lin, CI Pang, Y Liu, Y Wang, L Wang, ... IEEE Transactions on Knowledge and Data Engineering, 2024 | 1 | 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 | 1 | 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 | 1 | 2023 |
| CIDGMed: Causal Inference-Driven Medication Recommendation with Enhanced Dual-Granularity Learning S Liang, X Li, S Mu, C Li, Y Lei, Y Hou, T Ma Knowledge-Based Systems 309, 112685, 2025 | | 2025 |
| S DN: Learning to Denoise Unconvincing Knowledge for Inductive Knowledge Graph Completion T Ma, Y Chen, L Wang, X Lin, B Song, X Zeng AAAI 2025, 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 |
Xiangxiang ZengDeparment of Computer Science, Hunan UniversityVerified email at hnu.edu.cn
