Bin ZHU

Bin ZHU is an Assistant Professor of Computer Science at Singapore Management University's School of Computing and Information Systems. Previously worked as a Postdoctoral Researcher at University of Bristol under EPSRC Visual AI Program Grant with Prof. Dima Damen.

• PhD in Computer Science (2021) - City University of Hong Kong
• MSc and BSc from Zhejiang University and Southeast University

Research focuses on Human Centered Multimedia Computing with key areas:

• Cross-modal retrieval and Multi-modal Large Language Models
• Egocentric Video Understanding and Generative AI
• AI for Healthcare and Wellness Informatics
• Digital Transformation through Multimedia Systems

Active in publishing at top venues (ICCV, CVPR, AAAI, ACM MM) with specialization in Visual Instruction Fine-Tuning and Adapter Modules. Recent work includes HD-EPIC dataset development and Dual-LoRA framework for efficient multimodal adaptation.

Contact: binzhu@smu.edu.sg | bin.zhu@smu.edu.sg