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Tianfan Fu
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Scientific discovery in the age of artificial intelligence
H Wang, T Fu, Y Du, W Gao, K Huang, Z Liu, P Chandak, S Liu, ...
Nature 620 (7972), 47-60, 2023
7402023
DeepPurpose: a deep learning library for drug–target interaction prediction
K Huang, T Fu, LM Glass, M Zitnik, C Xiao, J Sun
Bioinformatics 36 (22-23), 5545-5547, 2020
3892020
Therapeutics data commons: Machine learning datasets and tasks for drug discovery and development
K Huang, T Fu, W Gao, Y Zhao, Y Roohani, J Leskovec, CW Coley, ...
arXiv preprint arXiv:2102.09548, 2021
2962021
Deep feature for text-dependent speaker verification
Y Liu, Y Qian, N Chen, T Fu, Y Zhang, K Yu
Speech Communication 73, 1-13, 2015
2162015
Machine learning for synthetic data generation: a review
Y Lu, M Shen, H Wang, X Wang, C van Rechem, T Fu, W Wei
arXiv preprint arXiv:2302.04062, 2024
1452024
Yuanqi Du, Wenhao Gao, Kexin Huang, Ziming Liu, Payal Chandak, Shengchao Liu, Peter Van Katwyk, Andreea Deac, et al. Scientific discovery in the age of artificial intelligence
H Wang, T Fu
Nature 620 (7972), 47-60, 2023
1292023
Sample efficiency matters: a benchmark for practical molecular optimization
W Gao, T Fu, J Sun, C Coley
Advances in neural information processing systems 35, 21342-21357, 2022
1272022
Artificial intelligence foundation for therapeutic science
K Huang, T Fu, W Gao, Y Zhao, Y Roohani, J Leskovec, CW Coley, ...
Nature Chemical Biology, 2022
1222022
Artificial intelligence for science in quantum, atomistic, and continuum systems
X Zhang, L Wang, J Helwig, Y Luo, C Fu, Y Xie, M Liu, Y Lin, Z Xu, K Yan, ...
arXiv preprint arXiv:2307.08423, 2023
1032023
MIMOSA: Multi-constraint molecule sampling for molecule optimization
T Fu, C Xiao, X Li, LM Glass, J Sun
Proceedings of the AAAI Conference on Artificial Intelligence 35 (1), 125-133, 2021
892021
Molgensurvey: A systematic survey in machine learning models for molecule design
Y Du, T Fu, J Sun, S Liu
arXiv preprint arXiv:2203.14500, 2022
812022
Differentiable scaffolding tree for molecular optimization
T Fu, W Gao, C Xiao, J Yasonik, CW Coley, J Sun
The International Conference on Learning Representations (ICLR), 2022
782022
CORE: Automatic molecule optimization using copy & refine strategy
T Fu, C Xiao, J Sun
Proceedings of the AAAI Conference on Artificial Intelligence 34 (01), 638-645, 2020
752020
Reinforced genetic algorithm for structure-based drug design
T Fu, W Gao, C Coley, J Sun
Advances in Neural Information Processing Systems 35, 12325-12338, 2022
602022
Hint: Hierarchical interaction network for clinical-trial-outcome predictions
T Fu, K Huang, C Xiao, LM Glass, J Sun
Patterns 3 (4), 2022
602022
Speaker verification with deep features
Y Liu, T Fu, Y Fan, Y Qian, K Yu
2014 International joint conference on neural networks (IJCNN), 747-753, 2014
512014
Tandem deep features for text-dependent speaker verification.
T Fu, Y Qian, Y Liu, K Yu
Interspeech, 1327-1331, 2014
402014
Ddl: Deep dictionary learning for predictive phenotyping
T Fu, TN Hoang, C Xiao, J Sun
IJCAI: proceedings of the conference 2019, 5857, 2019
312019
Uncertainty quantification and interpretability for clinical trial approval prediction
Y Lu, T Chen, N Hao, C Van Rechem, J Chen, T Fu
Health Data Science 4, 0126, 2024
302024
Machine learning-aided generative molecular design
Y Du, AR Jamasb, J Guo, T Fu, C Harris, Y Wang, C Duan, P Liò, ...
Nature Machine Intelligence, 1-16, 2024
262024
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