Bin Zhu

Assistant Professor of Computer Science
School of Computing and Information Systems, Singapore Management University (SMU)
80 Stamford Road, Singapore 178902

My research interest lies in Human Centered Multimedia Analysis, including Cross-modal Search and Creation, Egocentric Video Understanding, Multi‐modal Large Language Model and AI for Healthcare. Specifically, the objective is to conduct frontier research and develop cutting-edge technologies for processing, modeling, analyzing, and understanding multimedia content, that facilitate natural and immersive human experience and exert positive impact for our society.

Before joining SMU, I was a Postdoctoral Researcher working with Prof. Dima Damen at the University of Bristol, as part of the EPSRC Visual AI Program Grant. Previously, I received 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. Prior to CityU, I obtained my master and bachelor degrees from Zhejiang University and Southeast University respectively.

News

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

  1. ACM MM
    Navigating Weight Prediction with Diet Diary
    Yinxuan Gui, Bin Zhu, Jingjing Chen, Chong Wah Ngo, and Yu-Gang Jiang
    Proceedings of the 32st ACM International Conference on Multimedia (ACM MM) , 2024
  2. ECCV
    Enhancing Recipe Retrieval with Foundation Models: A Data Augmentation Perspective
    Fangzhou Song, Bin Zhu, Yanbin Hao and Shuo Wang
    European Conference on Computer Vision (ECCV) , 2024