Selected Publications
* denotes equal contribution, # denotes guidance role for juniors
New! Vision-Aware Text Features in Referring Image Segmentation: From Object Understanding to Context Understanding
Hai Nguyen-Truong*, E-Ro Nguyen*, Tuan-Anh Vu#, Minh-Triet Tran, Binh-Son Hua, Sai-Kit Yeung
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025
Project Page Paper
New! MarineInst: A Foundation Model for Marine Image Analysis with Instance Visual Description (Oral - acceptance rate of 2.3% of 8,585 submissions)
Ziqiang Zheng, Yiwei Chen, Huimin Zeng, Tuan-Anh Vu, Binh-Son Hua, Sai-Kit Yeung
European Conference on Computer Vision (ECCV), 2024
Project Page Paper Supplementary Code Dataset
New! StyleCity: Large-Scale 3D Urban Scenes Stylization
Yingshu Chen, Huajian Huang#, Tuan-Anh Vu, Ka Chun Shum, Sai-Kit Yeung
European Conference on Computer Vision (ECCV), 2024
Project Page Paper Supplementary
Test-Time Augmentation for 3D Point Cloud Classification and Segmentation
Tuan-Anh Vu*, Srinjay Sarkar*, Zhiyuan Zhang#, Binh-Son Hua, Sai-Kit Yeung,
International Conference on 3D Vision (3DV 2024)
Project Page Paper (arxiv) Paper (IEEE)
MarineVRS: Marine Video Retrieval System with Explainability via Semantic Understanding (Oral)
Tan-Sang Ha*, Hai Nguyen-Truong*, Tuan-Anh Vu#, and Sai-Kit Yeung
OCEANS 2023, Limerick
Project Page Paper (arxiv) Paper (IEEE)
Marine Video Kit: A New Marine Video Dataset for Content-based Analysis and Retrieval (Oral)
Quang-Trung Truong, Tuan-Anh Vu, Tan-Sang Ha, Lokoc Jakub, Yue Him Wong Tim, Ajay Joneja, and Sai-Kit Yeung
29th International Conference on Multimedia Modeling (MMM), 2023
Project Page Paper (arxiv) Paper (Springer) Code
RFNet-4D: Joint Object Reconstruction and Flow Estimation from 4D Point Clouds (Oral - acceptance rate of 2.7% of 5,803 submissions)
Tuan-Anh Vu, Duc-Thanh Nguyen, Binh-Son Hua, Quang-Hieu Pham, Sai-Kit Yeung
European Conference on Computer Vision (ECCV), 2022
Project Page Paper Code Video Poster
Time-of-Day Neural Style Transfer for Architectural Photographs (Oral)
Yingshu Chen, Tuan-Anh Vu, Ka-Chun Shum, Binh-Son Hua, Sai-Kit Yeung
IEEE International Conference on Computational Photography (ICCP), 2022
Project Page Paper Code Video Poster
Preprints
- Tuan-Anh Vu, Zheng Ziqiang, Chengyang Song, Qing Guo, Ivor Tsang, Sai-Kit Yeung, "A Large-Scale Video Dataset for Moving Camouflaged Animals Understanding". Project Page
- Tuan-Anh Vu, Duc Thanh Nguyen, Binh-Son Hua, Quang-Hieu Pham, Sai-Kit Yeung, "RFNet-4D++: Joint Object Reconstruction and Flow Estimation from 4D Point Clouds with Cross-Attention Spatio-Temporal Features". Paper
- Tuan-Anh Vu, Duc Thanh Nguyen, Qing Guo, Binh-Son Hua, Nhat Minh Chung, Ivor W. Tsang, Sai-Kit Yeung, "Leveraging Open-Vocabulary Diffusion to Camouflaged Instance Segmentation". Paper
- Tuan-Anh Vu, Hai Nguyen-Truong, Ziqiang Zheng, Binh-Son Hua, Qing Guo, Ivor W. Tsang, Sai-Kit Yeung, "TransCues: Boundary and Reflection-empowered Pyramid Vision Transformer for Semantic Transparent Object Segmentation". Paper
- Nhat Minh Chung, Sensen Gao, Tuan-Anh Vu, Jie Zhang, Aishan Liu, Yun Lin, Jin Song Dong, Qing Guo, “Towards Transferable Attacks Against Vision-LLMs in Autonomous Driving with Typography”. Paper
- Ziqiang Zheng, Jipeng Zhang, Tuan-Anh Vu, Shizhe Diao, Yue Him Wong Tim, Sai-Kit Yeung, "MarineGPT: Unlocking Secrets of Ocean to the Public". Paper
- Ziqiang Zheng, Yiwei Chen, Jipeng Zhang, Tuan-Anh Vu, Huimin Zeng, Yue Him Wong Tim, Sai-Kit Yeung, "Exploring Boundary of GPT-4V on Marine Analysis: A Preliminary Case Study". Paper
Work Experiences
Teaching Assistant, Department of Computer Science and Engineering, Hong Kong University of Science and Technology (2020 - 2024)
COMP 1021 - Introduction to Computer Science (2020), COMP2011 - Programming with C++ (2023), COMP 4431 - Multimedia Computing (2020, 2022), ISDN2300 - Introduction to 3D Design (2020, 2021, 2022), ISDN2400 - Physical Prototyping (2021), ISDN5300 - Advanced Digital Design (2022, 2023), CSIT6000L - Advanced Digital Design (2022), CSIT5940 - Advanced Digital Design (2023)
Research Assistant, School of Computer Science and Engineering, International University - Vietnam National University Ho Chi Minh City (2017 - 2018)
Mentors: Dr. Ha Viet-Uyen Synh, Dr. Long Hoang Pham.
Teaching Assistant, School of Computer Science and Engineering, International University - Vietnam National University Ho Chi Minh City (2016 - 2018)
Digital Image Processing ( 2016-2017), Theoretical Models for Computing (2016-2018), Introduction to Artificial Intelligence (2016-2017), Principle of Programming Language (2016-2017)
Professional Activities
- Organizer: Computer Vision for Developing Countries (CV4DC) Workshop in ACCV'24
- Conference Reviewer: CVPR (2022 - 2025), ICCV (2023 - 2025), ECCV (2022 - 2024), NeurIPS (2024 - 2025), ICLR (2025), ICML (2025), AAAI (2025), AISTATS (2025), IJCAI (2025), WACV (2022 - 2025), ICRA (2025), ACM MM (2025), ACCV (2022 - 2024), ICME (2023)
- Journal Reviewer: International Journal of Computer Vision, IEEE Transactions on Multimedia, IEEE Robotics and Automation Letters, IEEE Transactions on Artificial Intelligence, IET Computer Vision, PeerJ Computer Science, Vietnam Journal of Computer Science
Awards and Honors
- Doctoral Consortium with Travel Grant, IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2025, mentored mainly by Prof. Richard Souvenir and Prof. Sharon X. Huang
- UGC Research Travel Grant, The Hong Kong University of Science and Technology (for attending ECCV 2024)
- Doctoral Consortium, European Conference on Computer Vision (ECCV) 2024, mentored by Prof. Leonidas Guibas
- Doctoral Consortium, IEEE Conference on Artificial Intelligence (IEEE CAI) 2024, mentored by Prof. Ivor Tsang
- ARAP Research Award (2023-2024), Centre for Frontier AI Research, A*STAR
- 2nd Place, USV-based Obstacle Segmentation Challenge at WACV 2024 the 2nd Workshop on Maritime Computer Vision
- 2nd Place, USV-based Obstacle Segmentation Challenge at WACV 2023 the 1st Workshop on Maritime Computer Vision
- UGC Research Travel Grant, The Hong Kong University of Science and Technology (for attending ECCV 2022)
- Travel Grant, EPFL CIS Edge AI Summer School 2022
- Best Poster Award, Machine Learning Summer School Indonesia (MLSS-Indo) 2020
- Postgraduate Scholarship (2019-2023), The Hong Kong University of Science and Technology
- Scholarship for SENG Summer Camp for Elite Students 2019, The Hong Kong University of Science and Technology
- Scholarship for Master by Research program in Information Technology (2017), International University - Vietnam National University HCM City
- Scholarship for Excellent Academic Performance (2014-2015), International University - Vietnam National University HCM City