
Bin Zhu
Assistant Professor of Computer Science
School of Computing and Information Systems, Singapore Management University (SMU)
80 Stamford Road, Singapore 178902
I am an Assistant Professor of Computer Science at the School of Computing and Information Systems, Singapore Management University (SMU). Before joining SMU, I was a Postdoctoral Researcher working with Prof. Dima Damen at the University of Bristol, contributing to the EPSRC Visual AI Program Grant led by Prof. Andrew Zisserman . I earned my Ph.D. degree from Department of Computer Science, City University of Hong Kong in 2021, under the supervision of Prof. Chong-Wah Ngo and Dr. Wing-Kwong Chan. Earlier, I obtained my master and bachelor degrees from Zhejiang University and Southeast University respectively.
My research interest lies in Human Centered Multimedia Computing, including Cross-modal retrieval, Multi‐modal Large Language Model, Egocentric Video Understanding, Generative models and AI for Healthcare. Specifically, the objective is to conduct frontier research and develop cutting-edge technologies for processing, modeling, analyzing, understanding and generating multimedia content, that facilitate natural and immersive human experience and exert positive impact for our society.
🔥🔥🔥Openings: I am actively looking for self-motivated Ph.D. students, CSC visiting students, and (remote) interns. If you are interested in working with me, please feel free to drop me an email with your CV and other supporting documents (if any).
News
Apr, 2025 | One paper on Nutrition Estimation is accepted by ICMR 2025. |
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Mar, 2025 | One paper on Ingredient Recognition is accepted by ICME 2025. |
Feb, 2025 | One paper on Egocentric Video Understanding is accepted by CVPR 2025. |
Feb, 2025 | One paper on Recipe Following in Cooking Video is accepted by CHI (LBW) 2025. |
Jan, 2025 | One paper on Large Multimodal Model in Food Domain is accepted by IEEE TMM. |
Dec, 2024 | Two papers on Grasp Generation and Text-to-Hand-Image Generation are accepted by AAAI 2025. |
Dec, 2024 | We are excited to announce our Special Session on Multimedia for Cooking and Eating Activities at ICME 2025. We warmly invite you to submit your papers! |
Oct, 2024 | One paper on Recipe Generation is accepted by WACV 2025. |
Jul, 2024 | One paper on Time-series Weight Prediction is accepted by ACM MM 2024 and is further selected as an Oral presentation (3.97%). |
Jul, 2024 | One paper on Cross-modal Recipe Retrieval is accepted by ECCV 2024. |
Jun, 2024 | One paper on Text-driven Video Prediction is accepted by TOMM. |
Feb, 2024 | Two papers on Unsupervised Video Hashing and Generalizable Food Recognition are accepted by IEEE TMM. |
Jan, 2024 | I joined Singapore Management University as an Assistant Professor of Computer Science. |
Selected Publications
CHI
OSCAR: Object Status and Contextual Awareness for Recipes to Support Non-Visual CookingACM Conference on Human Factors in Computing Systems (Late Breaking Work) (CHI-LBW) , 2025WACV
Retrieval Augmented Recipe GenerationIEEE/CVF Winter Conference on Applications of Computer Vision (WACV) , 2025