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TRUONG Quang-TrungPhD CandidateHong Kong University of Science and Technology Email: qttruong [at] connect [dot] ust [dot] hk |
Bio
He is a PhD student at Hong Kong University of
Science and Technology, advised by Prof. Sai Kit
YEUNG and
graduated with a B.Sc. (Honours) at Ho
Chi Minh
University of Science - VNU. Before his PhD, he was a research assistant at SUTD. He collaborates
closely with Prof. Duc Thanh Nguyen, Prof. Binh-Son Hua.
His research focuses on visual content understanding and generation. Specifically, he is dedicated to representation learning across various domains, including the representation of data instances and probability distributions in marine research.
His research focuses on visual content understanding and generation. Specifically, he is dedicated to representation learning across various domains, including the representation of data instances and probability distributions in marine research.
If you are a HKUST UG/master student and want to do research with me, please reach out with your resume.
News
21 Oct, 2025 Serve as Session Chair for ACM Multimedia 2025 in Dublin.
Sept, 2025 Giving an invited talk about "Multimodal Content
Understanding and Generation" at Ton Duc Thang University.
20 Aug, 2025 Internship accepted to A*STAR Research Attachment Programme
- CFAR, Singapore.
01 Aug, 2025 Our MSC dataset paper accepted to ACM Multimedia 2025.
01 Sep, 2024 New MVK 2.0 dataset released.
21 June, 2023 Giving an invited talk about "Towards
Attention-based Approaches for Video Object Segmentation" at UIT - VNU [Slides].
24 Oct, 2022 Our paper accepted to MMM2023.
Preprints [Google Scholar]
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AUTV: Creating Underwater Video Datasets with Pixel-wise Annotations.
Quang-Trung Truong, Wong Yuk Kwan, Duc Thanh Nguyen, Binh-Son Hua, Sai-Kit Yeung. Under Review, 2025. |
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Lightweight Video Object Segmentation using Self-Distillation with Spatio-Temporal Deformable Attention.
Quang-Trung Truong, Duc Thanh Nguyen, Binh-Son Hua, Sai-Kit Yeung. Under Review, 2024. |
Selected Publications [Google Scholar]
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MSC: A Marine Wildlife Video Dataset with Grounded Segmentation and Clip-Level Captioning.
Quang-Trung Truong, Wong Yuk Kwan, Vo Hoang Kim Tuyen Dang, Rinaldi Gotama, Duc Thanh Nguyen, Sai-Kit Yeung. ACM International Conference on Multimedia (ACMMM Datasets), 2025. Oral Project PDF Kudos |
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Marine Video Kit: A New Marine Video Dataset for Content-based Analysis and Retrieval.
Quang-Trung Truong, Tuan-Anh Vu, Tan-Sang Ha, Jakub Lokoc, Yue-Him Wong, Ajay Joneja, and Sai-Kit Yeung. International Conference On Multimedia Modeling (MMM), 2023. Oral Project PDF Code |
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SideInfNet: A Deep Neural Network for Semi-Automatic Semantic Segmentation with Side Information.
Jing Yu Koh, Duc-Thanh Nguyen, Quang-Trung Truong, Sai-Kit Yeung, Alexander Binder. European Conference on Computer Vision (ECCV), 2020. |
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Urban Zoning Using Higher-Order Markov Random Fields on Multi-View Imagery Data.
Quang-Trung Truong*, Tian Feng*, Duc-Thanh Nguyen, Jing Yu Koh, Lap-Fai Yu, Alexander Binder, Sai-Kit Yeung. European Conference on Computer Vision (ECCV), 2018. ((*) Co-first author) PDF Code |
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SHREC17: RGB-D to CAD retrieval with ObjectNN dataset.
Binh-Son Hua, Quang-Trung Truong, Minh-Khoi Tran, Quang-Hieu Pham, Lap-Fai Yu, Duc Thanh Nguyen, Sai-Kit Yeung, et al. Eurographics Workshop on 3D Object Retrieval (3DOR), 2017. Project PDF |
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Building The Facial Expressions Recognition System based on RGB-D Images in High Performance.
Quang-Trung Truong, Quoc-Ngoc Ly. Asian Conference on Intelligent Information and Database Systems (ACIIDS), 2016. Oral PDF Code Undergraduate Final Year Project. |
Research & Work Experience
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Research Intern
Centre for Frontier AI Research, A*STAR, Singapore 2026 - Now |
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Co-founder
Viet Hong Kong Connect Limited, BR No. 79373482, Hong Kong 2025 - Now |
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Research Student
Vision, Graphics and Computational Design, HKUST, Hong Kong 2021 - Now |
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Senior Engineer
Nichietsu Company Limited, Viet Nam 2020 - 2021 |
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Research Assistant
Vision, Graphics and Computational Design Group, SUTD, Singapore 2016 - 2019 |
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Software Engineer
VIETMAP Company Limited, Viet Nam 2016 - 2016 |
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Researcher
Artificial Intelligence Laboratory, HCMUS 2015 - 2016 |
Teaching
- ISDN6830D - Artificial Intelligence + Internet of Things for Healthcare HKUST (Spring 2025)
- ISDN5300 - Advanced Digital Design HKUST (Fall 2024)
- COMP2011 - Programming with C++ HKUST (Fall 2022)
- Scientist-in-Residence Workshops HKMU (Fall 2022)
Mentorship
- VO Phu-Phong (UIT-VNU)
- NGUYEN Thanh-Nghia (UIT-VNU)
Academic Services
- Reviewer: CVPR, ICCV, AAAI, ACMMM, WACV, ICPR, MMM, TCSS
- Workshop organizer: SHREC@Eurographics 2017
Awards and Honors
- A*STAR Research Attachment Programme - Centre for Frontier AI Research 2026-2028
- Session Chair in 'Content: Vision and Language' at ACM Multimedia 2025
- HKUST Research Travel Grant 2022, 2025
- HKUST Postgraduate Studentship 2021-2025