Research
Research experience spanning various fields.
2024
Undergraduate Researcher, AI Research Institute @ Shenzhen MSU-BIT University
Developed as first author StyleMeta, a meta network combining flow matching with dynamic parameter generation for efficient multi-style graphical layout generation.
2023
Member, Supercomputing Team @ SUSTech
Participated in major supercomputing competitions, exhibited at SC24, and co-organized the SUSTech SuperComputing Competition.
2025
Undergraduate Research Assistant, Computer Vision Lab @ UC Irvine
Used XGBoost, Levenberg–Marquardt, and the PROSPECT leaf model to study the relationship between radiance spectrum and vegetation water thickness.
2026
Undergraduate Researcher, HPC Forge @ UC Irvine
Studied fused W4A16 INT4 weight-only GEMM in Triton for LLM inference, with implementations and benchmarks for decode and prefill regimes.
2024
Undergraduate Researcher, ARiSE Lab @ SUSTech
Studied LLM-based code patch ranking using entropy information and investigated the role of dependency context in code-model training convergence.