Kexin Huang
Kexin Huang
E-mailová adresa ověřena na: - Domovská stránka
Clinicalbert: Modeling clinical notes and predicting hospital readmission
K Huang, J Altosaar, R Ranganath
arXiv preprint arXiv:1904.05342, 2019
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
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
MolTrans: molecular interaction transformer for drug–target interaction prediction
K Huang, C Xiao, LM Glass, J Sun
Bioinformatics 37 (6), 830-836, 2021
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, ...
Advances in neural information processing systems, 2021
Graph representation learning in biomedicine and healthcare
MM Li, K Huang, M Zitnik
Nature Biomedical Engineering 6 (12), 1353-1369, 2022
Graph meta learning via local subgraphs
K Huang, M Zitnik
Advances in neural information processing systems 33, 5862-5874, 2020
Building a knowledge graph to enable precision medicine
P Chandak*, K Huang*, M Zitnik
Scientific Data 10 (1), 67, 2023
SkipGNN: predicting molecular interactions with skip-graph networks
K Huang, C Xiao, LM Glass, M Zitnik, J Sun
Scientific reports 10 (1), 21092, 2020
Caster: Predicting drug interactions with chemical substructure representation
K Huang, C Xiao, T Hoang, L Glass, J Sun
Proceedings of the AAAI conference on artificial intelligence 34 (01), 702-709, 2020
SumGNN: multi-typed drug interaction prediction via efficient knowledge graph summarization
Y Yu*, K Huang*, C Zhang, LM Glass, J Sun, C Xiao
Bioinformatics 37 (18), 2988-2995, 2021
Artificial intelligence foundation for therapeutic science
K Huang*, T Fu*, W Gao*, Y Zhao, Y Roohani, J Leskovec, CW Coley, ...
Nature Chemical Biology 18 (10), 1033-1036, 2022
Clinical XLNet: modeling sequential clinical notes and predicting prolonged mechanical ventilation
K Huang, A Singh, S Chen, ET Moseley, CY Deng, N George, C Lindvall
arXiv preprint arXiv:1912.11975, 2019
Predicting transcriptional outcomes of novel multigene perturbations with gears
Y Roohani, K Huang, J Leskovec
Nature Biotechnology, 1-9, 2023
Graphein-a Python library for geometric deep learning and network analysis on protein structures and interaction networks
AR Jamasb, R Viñas, EJ Ma, C Harris, K Huang, D Hall, P Lió, TL Blundell
Advances in Neural Information Processing Systems, 2020.07. 15.204701, 2020
Hint: Hierarchical interaction network for clinical-trial-outcome predictions
T Fu, K Huang, C Xiao, LM Glass, J Sun
Patterns 3 (4), 2022
Uncertainty quantification over graph with conformalized graph neural networks
K Huang, Y Jin, E Candes, J Leskovec
Advances in Neural Information Processing Systems 36, 2024
Extending the Nested Model for User-Centric XAI: A Design Study on GNN-based Drug Repurposing
Q Wang, K Huang, P Chandak, M Zitnik, N Gehlenborg
IEEE Transactions on Visualization and Computer Graphics, 2022
Machine learning applications for therapeutic tasks with genomics data
K Huang*, C Xiao*, LM Glass, CW Critchlow, G Gibson, J Sun
Patterns 2 (10), 2021
Explainable substructure partition fingerprint for protein, drug, and more
K Huang, C Xiao, L Glass, J Sun
NeurIPS Learning Meaningful Representation of Life Workshop, 2019
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Články 1–20