Department of Electrical and Computer Engineering, University of Waterloo

• Working on exploring the cost structure of MLLM educational deployment in block-based programming
• Proposing a cost-aware multimodal repair pipeline for block-based programming that uses a cheap runtime probe to estimate repair difficulty and schedule the optimal repair option

Advisor: Jialu Zhang Assistant Professor, University of Waterloo

Department of Computer Science and Engineering, The Chinese University of Hong Kong

• Worked on analyzing code intelligence of Multi-modal LLMs in various front-end programming scenarios, contributing to the paper Designbench
• Proposed a multi-framework, multi-task evaluation benchmark for assessing MLLMs' capabilities in automated front-end engineering
• Data Collection and Processing, Metrics, Evaluation, Benchmarking

Advisor: Michael R. Lyu Professor, The Chinese University of Hong Kong

Department of Building and Real Estate, The Hong Kong Polytechnic University

• Worked on LLM-driven Online Social Network Analysis for Mega infrastructure Project Stakeholder Analysis. Published a Journal paper in IEEE-TEM as the 1st author; co-authored a conference paper, which proposed a LLM-based data-driven framework for digital transformation in civil engineering
• Data Retrieval, Large Language Model, Social Network Analysis, Paper Completion and revision

Advisor: Jin Xue Lecturer, The University of Sydney