TRUONG Quang-Trung

PhD Candidate
Hong 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 interest lies in visual content understanding and generation. More specifically, he is dedicated to representation learning in different research areas, including the representation of data instances and the representation of probability distributions in marine research.

(1) If you are interested in a potential collaboration, please feel free to reach out. (2) If you are a UG/master student and want to do research project with me, please send me your resume.

   

News

Sept, 2025 Giving an invited talk about "Multimodal Content Understanding and Generation" at Ton Duc Thang University.
20 Aug, 2025 Internship accepted at A*STAR, Singapore.
01 Aug, 2025 Our MSC dataset paper accepted at ACMMM2025.
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 at MMM2023.

Preprints [Google Scholar]

AUTV Thumbnail
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.
PDF ArXiv
Self VOS Thumbnail
Self-supervised Video Object Segmentation with Distillation Learning of Deformable Attention.
Quang-Trung Truong, Duc Thanh Nguyen, Binh-Son Hua, Sai-Kit Yeung.
Under Review, 2024.
PDF ArXiv

Selected Publications [Google Scholar]

MSC Thumbnail
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.
Project PDF
MVK Thumbnail
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
SideInfNet Thumbnail
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.
PDF
Urban Zoning Thumbnail
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
SHREC17 Thumbnail
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
ACIIDS Thumbnail
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

HKUST Logo
Research Student
Vision, Graphics and Computational Design, HKUST
2021 - Now
Nichietsu Logo
Senior Engineer
Nichietsu Company Limited
2020 - 2021
SUTD Logo
Research Assistant
Vision, Graphics and Computational Design Group, SUTD
2016 - 2019
VIETMAP Logo
Software Engineer
VIETMAP Company Limited
2016 - 2016
HCMUS Logo
Researcher
Artificial Intelligence Laboratory, HCMUS
2015 - 2016

Teaching

Mentorship

Academic Services

Awards