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Tri Minh Nguyen
Tri Minh Nguyen
Verified email at deakin.edu.au
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Cited by
Year
GraphDTA: Predicting drug–target binding affinity with graph neural networks
T Nguyen, H Le, TP Quinn, T Nguyen, TD Le, S Venkatesh
Bioinformatics 37 (8), 1140-1147, 2021
4512021
Gefa: early fusion approach in drug-target affinity prediction
TM Nguyen, T Nguyen, TM Le, T Tran
IEEE/ACM transactions on computational biology and bioinformatics 19 (2 …, 2021
472021
Counterfactual Explanation with Multi-Agent Reinforcement Learning for Drug Target Prediction
TM Nguyen, TP Quinn, T Nguyen, T Tran
ICML'21 Workshop on Interpretable Machine Learning in Healthcare, 2021
92021
Saliency detection in human crowd images of different density levels using attention mechanism
MT Nguyen, P Siritanawan, K Kotani
Signal Processing: Image Communication 88, 115976, 2020
92020
Mitigating cold start problems in drug-target affinity prediction with interaction knowledge transferring
TM Nguyen, T Nguyen, T Tran
Briefings in Bioinformatics, 2022
72022
The application of machine learning in micrometeoroid and orbital debris impact protection and risk assessment for spacecraft
S Ryan, NM Sushma, H Le, AVA Kumar, J Berk, TM Nguyen, S Rana, ...
International Journal of Impact Engineering 181, 104727, 2023
32023
Explaining Black Box Drug Target Prediction Through Model Agnostic Counterfactual Samples
TM Nguyen, TP Quinn, T Nguyen, T Tran
IEEE/ACM Transactions on Computational Biology and Bioinformatics 20 (2 …, 2022
32022
Learning to discover medicines
MT Nguyen, T Nguyen, T Tran
International Journal of Data Science and Analytics 16 (3), 301-316, 2023
22023
Saliency Map Extraction in Human Crowd RGB Data
MT Nguyen, P Siritanawan, K Kotani
2019 58th Annual Conference of the Society of Instrument and Control …, 2019
12019
Enabling discovery of materials through enhanced generalisability of deep learning models
SA Tawfik, TM Nguyen, SP Russo, T Tran, S Gupta, S Venkatesh
arXiv preprint arXiv:2402.10931, 2024
2024
Hierarchical GFlownet for Crystal Structure Generation
TM Nguyen, SA Tawfik, T Tran, S Gupta, S Rana, S Venkatesh
AI for Accelerated Materials Design-NeurIPS 2023 Workshop, 2023
2023
Causality-aided Recommendation Systems
T Nguyen, A Mohammed, B Duong, T Nguyen
2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022
2022
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Articles 1–12