TRUONG Quang-Trung

PhD Candidate
Hong Kong University of Science and Technology
Email: qttruong [at] connect [dot] ust [dot] hk

Bio

He is a fourth year PhD student at Hong Kong University of Science and Technology, advised by Prof. Sai Kit YEUNG and graduated with a B.Sc. 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 interests include video understanding (video object segmentation, video inpainting), video generation, and knowledge distillation. 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.

I am looking for an internship related to video understanding and generative modeling.
Please feel free to contact me if you have any opportunities.

Resume    

News


Preprints

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.
PDFArXiv
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.
PDFArXiv

Selected Publications

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.
OralProject PagePDFCode
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 Using Higher-Order Markov Random Fields on Multi-View Imagery Data.
Tian Feng*,Quang-Trung Truong*, Duc-Thanh Nguyen , Jing Yu Koh, Lap-Fai Yu, Alexander Binder, Sai-Kit Yeung.
European Conference on Computer Vision (ECCV), 2018. ((*) Co-first author)
PDFCode
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 and et al.
Eurographics Workshop on 3D Object Retrieval (3DOR), 2017.
Project PagePDF
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.
OralPDFCode
Undergraduate Final Year Project.

Research & Work Experience

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

Teaching

Academic Services

Awards

© QTTruong | Last updated: August 17, 2023