I am currently a senior (4th-year) undergraduate student with a strong passion for scientific research, deeply dedicated to exploring the world of Generative AI and Video Reasoning.
At present, I am working as a Research Assistant at SELAB (Software Engineering Laboratory), which belongs to the University of Science, Vietnam National University – Ho Chi Minh City (VNU-HCM).
I am fortunate to be conducting research under the guidance and mentorship of PhD(c). Trong-Thuan Nguyen and Assoc. Prof. Minh-Triet Tran, whose expertise and support have played a significant role in shaping my research mindset and academic direction.
Below is an overview of my research journey so far.
Always excited to hop on new research adventures — feel free to say hi at vtnhan@selab.hcmus.edu.vn! 📬✨
Education
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University of Science, Vietnam National University – Ho Chi Minh City (VNU-HCM)Information Technology (Honor's Program)
Experience
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SELAB (Software Engineering Laboratory) -
Saigon AI Hub (SAIH)
Honors & Awards
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Student Travel Grant, ACCV 20262026
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Pony Chung Scholarship Award2026
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THE 2025 LOTTE SHIN KYUK-HO Scholarship Award2025
Selected Publications (view all )
ECCV W Action-Aligned Retrieval with Pairwise Multimodal Reranking for Text-Based Person Anomaly Search
Thanh-Khoi Nguyen†, Thanh-Nhan Vo†, Trong-Thuan Nguyen, Minh-Triet Tran
AI City Challenge Workshop at ECCV 2026
Action-aligned retrieval with pairwise multimodal reranking for text-based person anomaly search.
ECCV W Action-Aligned Retrieval with Pairwise Multimodal Reranking for Text-Based Person Anomaly Search
Thanh-Khoi Nguyen†, Thanh-Nhan Vo†, Trong-Thuan Nguyen, Minh-Triet Tran
AI City Challenge Workshop at ECCV 2026
Action-aligned retrieval with pairwise multimodal reranking for text-based person anomaly search.
ACCV SAGA: Stable Acceleration Guidance for Autoregressive Video Generation
Thanh-Nhan Vo, Trong-Thuan Nguyen, Trung-Hoang Le, Tam V. Nguyen, Minh-Triet Tran
Asian Conference on Computer Vision (ACCV) 2026 Student Travel Grant
A training-free stable acceleration guidance framework for autoregressive video generation that suppresses unstable high-frequency kinematic energy while preserving low-frequency semantic motion.
ACCV SAGA: Stable Acceleration Guidance for Autoregressive Video Generation
Thanh-Nhan Vo, Trong-Thuan Nguyen, Trung-Hoang Le, Tam V. Nguyen, Minh-Triet Tran
Asian Conference on Computer Vision (ACCV) 2026 Student Travel Grant
A training-free stable acceleration guidance framework for autoregressive video generation that suppresses unstable high-frequency kinematic energy while preserving low-frequency semantic motion.
MMM VENUS: Visual Editing with Noise Inversion Using Scene Graphs
Thanh-Nhan Vo, Trong-Thuan Nguyen, Tam V Nguyen, Minh-Triet Tran
International Conference on Multimedia Modeling (MMM) 2026
Visual editing with noise inversion using scene graphs.
MMM VENUS: Visual Editing with Noise Inversion Using Scene Graphs
Thanh-Nhan Vo, Trong-Thuan Nguyen, Tam V Nguyen, Minh-Triet Tran
International Conference on Multimedia Modeling (MMM) 2026
Visual editing with noise inversion using scene graphs.
MAPR Saturn: Autoregressive Image Generation Guided by Scene Graphs
Thanh-Nhan Vo, Trong-Thuan Nguyen, Tam V Nguyen, Minh-Triet Tran
2025 International Conference on Multimedia Analysis and Pattern Recognition (MAPR) 2025
Autoregressive image generation guided by scene graphs.
MAPR Saturn: Autoregressive Image Generation Guided by Scene Graphs
Thanh-Nhan Vo, Trong-Thuan Nguyen, Tam V Nguyen, Minh-Triet Tran
2025 International Conference on Multimedia Analysis and Pattern Recognition (MAPR) 2025
Autoregressive image generation guided by scene graphs.
Publications
Projects (view all )
Batch 1 Researcher
Ho Chi Minh City, Vietnam
Honored to be selected for the inaugural cohort as a Batch 1 Researcher at the Saigon AI Hub (SAIH) — a premier, strategic AI R&D initiative jointly established by VNG Group and VNU-HCM, in collaboration with Google Labs.
Batch 1 Researcher
Ho Chi Minh City, Vietnam
Honored to be selected for the inaugural cohort as a Batch 1 Researcher at the Saigon AI Hub (SAIH) — a premier, strategic AI R&D initiative jointly established by VNG Group and VNU-HCM, in collaboration with Google Labs.
Image and Video Content Generation from Scene Graphs
VNU-HCM National University Research Grant
Participated in a national university-level research project focusing on generating image and video content from scene graph representations.
Image and Video Content Generation from Scene Graphs
VNU-HCM National University Research Grant
Participated in a national university-level research project focusing on generating image and video content from scene graph representations.