Siyuan Hu

Show Lab, NUS

About Me

I am a Research Assistant in Show Lab, National University of Singapore, advised by Prof. Mike Shou. I did my undergrad at Nanyang Technological University, Singapore, where I was fortunate to be advised by Dr. Hongyuan Zhu.

My research focuses on digital agents and their environments 🕹️. I’m open to collaborations and discussions—feel free to drop me an email: siyuan.hu.sg [AT] gmail.com.

I am passionate about open-source!

Selected Publications [Google Scholar]

* denotes equal contribution.

ShowUI-π: Flow-based Generative Models as GUI Dexterous Hands.
Siyuan Hu*, Kevin Qinghong Lin*, Mike Zheng Shou.
Preprint, 2025.
[Project Page]

Computer-Use Agents as Judges for Generative User Interface.
Kevin Qinghong Lin*, Siyuan Hu*, Linjie Li, Zhengyuan Yang, Lijuan Wang, Philip Torr, Mike Zheng Shou.
Preprint, 2025.
[Project Page] [Paper] [Code] [Demo]

AssistGPT: Towards Multi-modal Agent for Human-Centric AI Assistant.
Difei Gao, Siyuan Hu, Zechen Bai, Kevin Qinghong Lin, Mike Zheng Shou.
ACM MM Human-Centric Multimedia Analysis Workshop, Best Demo Paper, 2024.

Experience

Nanyang Technological University
Computer Science, 2020–2024.

UseIt AI
Co-founder, 2025.

Honors

NTU Science and Technology Undergraduate Full Scholarship, 2020–2024
NTU President Research Scholar, Academic Years 2021–2022, 2022–2023
Dean’s List, Top 5% of NTU students, Academic Years 2020–2021, 2023–2024
Best Demo Paper, ACM MM 2024 Human-Centric Multimedia Analysis Workshop
Tinker Research Grant

Services

Conference Reviewer: ACL, ICLR, ACM MM

Misc

I am a beatmaker; I use Roland SP404 for beatmaking and live jamming, in Jazz and Lo-Fi vibes.