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2020 – today
- 2022
[j7]Ngoc Hieu Tran
, Jinbo Xu, Ming Li:
A tale of solving two computational challenges in protein science: neoantigen prediction and protein structure prediction. Briefings Bioinform. 23(1) (2022)- 2021
- [j6]Rui Qiao, Ngoc Hieu Tran, Lei Xin, Xin Chen, Ming Li, Baozhen Shan, Ali Ghodsi:
Computationally instrument-resolution-independent de novo peptide sequencing for high-resolution devices. Nat. Mach. Intell. 3(5): 420-425 (2021) - 2020
- [j5]Ngoc Hieu Tran, Rui Qiao, Lei Xin, Xin Chen, Baozhen Shan, Ming Li:
Personalized deep learning of individual immunopeptidomes to identify neoantigens for cancer vaccines. Nat. Mach. Intell. 2(12): 764-771 (2020) - [i5]Fatema Tuz Zohora, M. Ziaur Rahman, Ngoc Hieu Tran, Lei Xin, Baozhen Shan, Ming Li:
PointIso: Point Cloud Based Deep Learning Model for Detecting Arbitrary-Precision Peptide Features in LC-MS Map through Attention Based Segmentation. CoRR abs/2009.07250 (2020)
2010 – 2019
- 2019
- [i4]Rui Qiao, Ngoc Hieu Tran, Ming Li, Lei Xin, Baozhen Shan, Ali Ghodsi:
DeepNovoV2: Better de novo peptide sequencing with deep learning. CoRR abs/1904.08514 (2019) - 2018
- [j4]Ximeng Liu, Robert H. Deng, Yang Yang, Ngoc Hieu Tran, Shangping Zhong:
Hybrid privacy-preserving clinical decision support system in fog-cloud computing. Future Gener. Comput. Syst. 78: 825-837 (2018) - [i3]Fatema Tuz Zohora, Ngoc Hieu Tran, Xianglilan Zhang, Lei Xin, Baozhen Shan, Ming Li:
DeepIso: A Deep Learning Model for Peptide Feature Detection. CoRR abs/1801.01539 (2018) - 2017
- [j3]Yujue Wang, HweeHwa Pang, Ngoc Hieu Tran, Robert H. Deng:
CCA Secure encryption supporting authorized equality test on ciphertexts in standard model and its applications. Inf. Sci. 414: 289-305 (2017) - [j2]Ngoc Hieu Tran, Xianglilan Zhang, Lei Xin, Baozhen Shan, Ming Li:
De novo peptide sequencing by deep learning. Proc. Natl. Acad. Sci. USA 114(31): 8247-8252 (2017) - [i2]Ngoc Hieu Tran, Zachariah Levine, Lei Xin, Baozhen Shan, Ming Li:
Protein identification with deep learning: from abc to xyz. CoRR abs/1710.02765 (2017) - 2016
- [j1]Ngoc Hieu Tran, Xin Chen:
AMAS: Optimizing the Partition and Filtration of Adaptive Seeds to Speed up Read Mapping. IEEE ACM Trans. Comput. Biol. Bioinform. 13(4): 623-633 (2016) - [c3]Ngoc Hieu Tran, HweeHwa Pang, Robert H. Deng:
Efficient Verifiable Computation of Linear and Quadratic Functions over Encrypted Data. AsiaCCS 2016: 605-616 - [c2]Ngoc Hieu Tran, Robert H. Deng, HweeHwa Pang:
Privacy-Preserving and Verifiable Data Aggregation. SG-CRC 2016: 115-122 - 2015
- [i1]Ngoc Hieu Tran, Xin Chen:
AMAS: optimizing the partition and filtration of adaptive seeds to speed up read mapping. CoRR abs/1502.05041 (2015) - 2013
- [c1]Ngoc Hieu Tran, Kwok Pui Choi, Louxin Zhang:
Counting Motifs in the Entire Biological Network from Noisy and Incomplete Data - (Extended Abstract). RECOMB 2013: 269-270
Coauthor Index
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