I received my B.Sc. in Computer Science from The Hong Kong Polytechnic University. Prior to and during my Master's studies, I worked closely with PhD candidates in the ARISE lab under the supervision of Prof. Michael R. Lyu. My recent research focus on understanding code inteligence of Multi-modal Large Language Models (MLLMs) in multimodal scenarios, and my interests revolve around Agentic AI, AI4SE & SE4AI, Social Network Analysis, and Graph Neural Networks. My existing research have also contributed to AI and strategic practices in engineering management.
I am actively seeking opportunities for Ph.D. studies in the fall of 2026!
Interests
- Multimodal LLM
- Software Engineering
- AI4SE
Education
- MSc Information EngineeringThe Chinese University of Hong Kong
- BSc Computer ScienceThe Hong Kong Polytechnic University
melvin
wang
outlook
comThe Chinese University of Hong Kong
news
selected publications

DesignBench: A Comprehensive Benchmark for MLLM-based Front-end Code Generation
J Xiao, M Wang, MH Lam, Y Wan, J Liu, Y Huo, MR Lyu
ArXiv Preprint. Link, June 2025

How Large Language Models Empower the Analysis of Online Public Engagement for Mega Infrastructure Projects: Cases in Hong Kong
M Wang, R Ma, GQ Shen, J Xue
IEEE Transactions on Engineering Management. Link, March 2025

Large Language Model-Based Data-Driven Framework for Digital Transformation in the Construction Industry
R Ma, GQ Shen, P Lou, M Wang
ASCE International Conference on Computinng in Civil Engineering, Pittsburgh, USA. Link, August 2024



