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Machine Learning, Software engineering, Chemoinformatics, Predictive maintenance
Vietnam, Australia

Biography

Updated information can be found on my personal website: https://www.trietle.net/

My publications can be found at Google Scholar: https://scholar.google.com/citations?user=6nlR-XIAAAAJ

Activities

Employment (1)

Japan Advanced Institute of Science and Technology: Nonoichi, JP

2018-04-15 to 2018-07-01 | Visiting Researcher (School of Knowledge Science)
Employment
Source: Self-asserted source
Triet Huynh Minh Le

Education and qualifications (2)

The University of Adelaide: Adelaide, SA, AU

2018-07-23 to 2022-06-20 | Doctor of Philosophy (School of Computer Science)
Education
Source: Self-asserted source
Triet Huynh Minh Le

International University, Vietnam National University, Ho Chi Minh City: Ho Chi Minh City, VN

2013-09-05 to 2017-10-20 | Bachelor of Science in Computer Science (Computer Science and Engineering)
Education
Source: Self-asserted source
Triet Huynh Minh Le

Works (25)

Systematic Literature Review on Application of Learning-Based Approaches in Continuous Integration

IEEE Access
2024 | Journal article
Contributors: Ali Kazemi Arani; Triet Huynh Minh Le; Mansooreh Zahedi; M. Ali Babar
Source: check_circle
Crossref

Automated Code-centric Software Vulnerability Assessment: How Far Are We? An Empirical Study in C/C++

2024-10-24 | Conference paper
Contributors: Anh The Nguyen; Triet Huynh Minh Le; M. Ali Babar
Source: check_circle
Crossref

Automatic Data Labeling for Software Vulnerability Prediction Models: How Far Are We?

2024-10-24 | Conference paper
Contributors: Triet Huynh Minh Le; Muhammad Ali Babar
Source: check_circle
Crossref

Mitigating Data Imbalance for Software Vulnerability Assessment: Does Data Augmentation Help?

2024-10-24 | Conference paper
Contributors: Triet Huynh Minh Le; Muhammad Ali Babar
Source: check_circle
Crossref

Software Vulnerability Prediction in Low-Resource Languages: An Empirical Study of CodeBERT and ChatGPT

2024-06-18 | Conference paper
Contributors: Triet Huynh Minh Le; M. Ali Babar; Tung Hoang Thai
Source: check_circle
Crossref

Are Latent Vulnerabilities Hidden Gems for Software Vulnerability Prediction? An Empirical Study

2024-04-15 | Conference paper
Contributors: Triet Huynh Minh Le; Xiaoning Du; M. Ali Babar
Source: check_circle
Crossref

A Survey on Data-driven Software Vulnerability Assessment and Prioritization

ACM Computing Surveys
2023-05-31 | Journal article
Contributors: Triet H. M. Le; Huaming Chen; M. Ali Babar
Source: check_circle
Crossref

A large-scale study of security vulnerability support on developer q&a websites

ACM International Conference Proceeding Series
2021 | Conference paper
EID:

2-s2.0-85108913100

Contributors: Le Huynh Minh, T.L.; Croft, R.; Hin, D.; Ali Babar, M.A.
Source: Self-asserted source
Triet Huynh Minh Le via Scopus - Elsevier

A Survey on Data-driven Software Vulnerability Assessment and Prioritization

arXiv
2021 | Other
EID:

2-s2.0-85111214971

Part of ISSN: 23318422
Contributors: Le, T.H.M.; Chen, H.; Babar, M.A.
Source: Self-asserted source
Triet Huynh Minh Le via Scopus - Elsevier

Automated security assessment for the internet of things

arXiv
2021 | Other
EID:

2-s2.0-85115412192

Part of ISSN: 23318422
Contributors: Duan, X.; Ge, M.; Le, T.H.M.; Ullah, F.; Gao, S.; Lu, X.; Ali Babar, M.
Source: Self-asserted source
Triet Huynh Minh Le via Scopus - Elsevier

Automated Security Assessment for the Internet of Things

Proceedings of IEEE Pacific Rim International Symposium on Dependable Computing, PRDC
2021 | Conference paper
EID:

2-s2.0-85125007557

Part of ISSN: 15410110
Contributors: Duan, X.; Ge, M.; Minh Le, T.H.; Ullah, F.; Gao, S.; Lu, X.; Babar, M.A.
Source: Self-asserted source
Triet Huynh Minh Le via Scopus - Elsevier

Automated software vulnerability assessment with concept drift

arXiv
2021 | Other
EID:

2-s2.0-85104138802

Part of ISSN: 23318422
Contributors: Le, T.H.M.; Sabir, B.; Babar, M.A.
Source: Self-asserted source
Triet Huynh Minh Le via Scopus - Elsevier

DeepCVA: Automated commit-level vulnerability assessment with deep multi-task learning

arXiv
2021 | Other
EID:

2-s2.0-85113826649

Part of ISSN: 23318422
Contributors: Le, T.H.M.; Hin, D.; Croft, R.; Babar, M.A.
Source: Self-asserted source
Triet Huynh Minh Le via Scopus - Elsevier

DeepCVA: Automated Commit-level Vulnerability Assessment with Deep Multi-task Learning

Proceedings - 2021 36th IEEE/ACM International Conference on Automated Software Engineering, ASE 2021
2021 | Conference paper
EID:

2-s2.0-85125487158

Contributors: Minh Le, T.H.; Hin, D.; Croft, R.; Ali Babar, M.
Source: Self-asserted source
Triet Huynh Minh Le via Scopus - Elsevier

A large-scale study of security vulnerability support on developer Q&A websites

arXiv
2020 | Other
EID:

2-s2.0-85107015964

Part of ISSN: 23318422
Contributors: Le, T.H.M.; Croft, R.; Hin, D.; Babar, M.A.
Source: Self-asserted source
Triet Huynh Minh Le via Scopus - Elsevier

Deep learning for source code modeling and generation: Models, applications and challenges

arXiv
2020 | Other
EID:

2-s2.0-85094077281

Part of ISSN: 23318422
Contributors: Le, T.H.M.; Chen, H.; Babar, M.A.
Source: Self-asserted source
Triet Huynh Minh Le via Scopus - Elsevier

Deep Learning for Source Code Modeling and Generation: Models, Applications, and Challenges

ACM Computing Surveys
2020 | Journal article
EID:

2-s2.0-85089435960

Part of ISSN: 15577341 03600300
Contributors: Le, T.H.M.; Chen, H.; Babar, M.A.
Source: Self-asserted source
Triet Huynh Minh Le via Scopus - Elsevier

Puminer: Mining security posts from developer question and answer websites with pu learning

arXiv
2020 | Other
EID:

2-s2.0-85095295306

Part of ISSN: 23318422
Contributors: Le, T.H.M.; Hin, D.; Croft, R.; Babar, M.A.
Source: Self-asserted source
Triet Huynh Minh Le via Scopus - Elsevier

PUMiner: Mining Security Posts from Developer Question and Answer Websites with PU Learning

Proceedings - 2020 IEEE/ACM 17th International Conference on Mining Software Repositories, MSR 2020
2020 | Conference paper
EID:

2-s2.0-85093699260

Contributors: Le, T.H.M.; Hin, D.; Croft, R.; Ali Babar, M.
Source: Self-asserted source
Triet Huynh Minh Le via Scopus - Elsevier

Automated software vulnerability assessment with concept drift

IEEE International Working Conference on Mining Software Repositories
2019 | Conference paper
EID:

2-s2.0-85072343960

Part of ISSN: 21601860 21601852
Contributors: Le, T.H.M.; Sabir, B.; Babar, M.A.
Source: Self-asserted source
Triet Huynh Minh Le via Scopus - Elsevier

Identification of hindered internal rotational mode for complex chemical species: A data mining approach with multivariate logistic regression model

Chemometrics and Intelligent Laboratory Systems
2018 | Journal article
EID:

2-s2.0-85034445082

Contributors: Le, T.H.M.; Tran, T.T.; Huynh, L.K.
Source: Self-asserted source
Triet Huynh Minh Le via Scopus - Elsevier

Linear support vector machine to classify the vibrational modes for complex chemical systems

Proceedings of the 2nd International Conference on Machine Learning and Soft Computing - ICMLSC '18
2018 | Conference paper
Part of ISBN: 9781450363365
Contributors: Triet Huynh Minh Le; Tung Thanh Tran; Lam Kim Huynh
Source: Self-asserted source
Triet Huynh Minh Le via Crossref Metadata Search
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Preferred source (of 2)‎

Algorithm for auto-generation of hindered internal rotation parameters for complex chemical systems

Computational and Theoretical Chemistry
2017 | Journal article
EID:

2-s2.0-85006319276

Contributors: Le, T.H.M.; Do, S.T.; Huynh, L.K.
Source: Self-asserted source
Triet Huynh Minh Le via Scopus - Elsevier

Online collaborative video annotation framework using GoodRelations ontology for E-commerce

International Journal of Advanced Computer Research
2017-06-06 | Journal article
Part of ISSN: 2249-7277
Contributors: Triet H. M. LE; Hai T. Duong
Source: Self-asserted source
Triet Huynh Minh Le via Crossref Metadata Search
grade
Preferred source (of 2)‎

Personalized Facets for Faceted Search Using Wikipedia Disambiguation and Social Network

Advanced Computational Methods for Knowledge Engineering
2016 | Other
Part of ISBN: 9783319388830
Part of ISSN: 2194-5357
Contributors: Hong Son Nguyen; Hong Phuc Pham; Trong Hai Duong; Thi Phuong Trang Nguyen; Huynh Minh Triet Le
Source: Self-asserted source
Triet Huynh Minh Le via Crossref Metadata Search
grade
Preferred source (of 2)‎

Peer review (9 reviews for 4 publications/grants)

Review activity for Applied intelligence. (2)
Review activity for Empirical software engineering. (1)
Review activity for Information and software technology. (5)
Review activity for The Journal of systems and software. (1)