Curriculum Vitae

Education

The Hong Kong Polytechnic University · 2025–Present
Ph.D. Student in Data Science and Artificial Intelligence
Advisor: Prof. Jian Huang

Southern University of Science and Technology · 2021–2025
B.S. in Statistics
Advisor: Prof. Bingyi Jing

Research Experience

• Ph.D. Researcher, The Hong Kong Polytechnic University · 2025–Present. LLM post-training, efficient decoding for diffusion language models, and data science agents.
• Research Assistant, SUSTech · July 2023–May 2024. Financial market simulation with Prof. Peng Yang.

Research details → · Publications & manuscripts →

Industry Experience

• SenseTime Research Institute · ASR & Audio Data Processing Intern · February–May 2025. GPU inference optimization, dialogue data selection, and named entity recognition.
• xDAN AI · Intern Team Leader · March–June 2024. Synthetic instruction data generation and data quality evaluation.

Industry experience details →

Technical Skills

• Programming: Python (PyTorch, NumPy, pandas, scikit-learn), Java, C++, LaTeX.
• Developer Tools: Git, Docker, Linux.
• Languages: Mandarin Chinese (Native), English (Fluent; TOEFL: 103).

Awards

• Outstanding Graduate, SUSTech2025
• Guo Xie Birong Scholarship, SUSTech2025
• The Grand Prize of School Motto “Innovation” Series Scholarship, SUSTech2024
• First-Class Merit Student Scholarship, SUSTech2023, 2024
• iGEM International Competition Gold Medal2023
• First Prize, China Undergraduate Mathematical Contest in Modelling (Guangdong)2023