Junyao Hu胡钧耀

I have a little dream to chase, and I have a long way to go.

Last updated: 2026-07-12

Welcome

👋 Hi! My name is Junyao Hu (胡钧耀). I am currently a research assistant at the School of Fashion and Textiles, The Hong Kong Polytechnic University, supervised by Dr. Xingxing Zou.

🔍 My current focus is on creative content production, including 🎨 art, 🎬 film, 🎥 video, 🎨 design, 👔 fashion, 😄 emotion, and other expressive media.

🥰 Collaborations related to creative content projects are always welcome. Please feel free to make any suggestions. Any questions and inquiries about my work and study life are welcome. You can contact with me in following ways.

GitHub (JunyaoHu)
Email (Gmail: hujunyao0329)
You can also leave a message directly below.

News

2026-05-08ActivityI attended VALSE 2026 (Wuhan, China).
2026-03-26AcceptedA paper was accepted to CVPR 2026 Workshop CVEU.
2026-02-23AcceptedA paper was accepted to CVPR 2026.
2025-06-06ActivityI attended VALSE 2025 (Zhuhai, China).
2025-04-19ActivityI attended First AMC AI Film Festival (Hongkong, China).

2025-03-08AcceptedA film was selected as Finalist at First AMC AI Film Festival.
2024-05-05ActivityI attended VALSE 2024 (Chongqing, China).
2024-02-27AcceptedA paper was accepted to CVPR 2024, and I was honored as one of Outstanding Reviewers (top 2%).
2023-07-15StudyI ended my undergraduate life at China University of Mining and Technology (CUMT), thanks to all teachers and friends around me, especially my parents.
2023-06-10ActivityI attended VALSE 2023 (Wuxi, China).

Selected Publications

For full list, please go to Publications. Note: # = Equal Contribution, * = Corresponding Author.

CVPR26
Garments2Look: A Multi-Reference Dataset for High-Fidelity Outfit-Level Virtual Try-On with Clothing and Accessories
Junyao Hu, Zhongwei Cheng, Waikeung Wong, Xingxing Zou*
TL;DR:Garments2Look, the first outfit-level VTON dataset with 80K pairs, 40 categories, rich annotations, tests SOTA models and reveals their limitations in layering/styling.
🔗Official 📃Paper 📃中译版 📊Poster 📦Code 🗂️Dataset 🤗Model ⚒️Project

Academic Service

Projects#

common_metrics_on_video_quality
Integrated FVD, PSNR, SSIM and LPIPS metrics for assessing the quality of video pairs easily.
academic-project-page-template-vue
Developed a new project homepage template based on Vue, supporting one-click copy BibTex citation.

Reviewer#

Conference: CVPR’{24-26} (2024 Outstanding Reviewer, top 2%), BMVC’26, ICCV’25, ACMMM’23
Transaction: TII’26, TMM’23

CS Knowledge Base