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Index

Research

Ongoing and completed research threads across generative modeling, computational optics, computer vision, and systems-oriented work.

Shenzhen MSU-BIT University / Undergraduate Researcher

Undergraduate Researcher, AI Research Institute @ Shenzhen MSU-BIT University

2024 / Sep 2024 – Aug 2025

Developed as first author StyleMeta, a meta network combining flow matching with dynamic parameter generation for efficient multi-style graphical layout generation.

Flow Matching Layout Generation Meta Networks Generative Models

2024

SUSTech / Member

Member, Supercomputing Team @ SUSTech

2023 / Sep 2023 – Sep 2025

Participated in major supercomputing competitions, exhibited at SC24, and co-organized the SUSTech SuperComputing Competition.

Supercomputing HPC Competitions CloverLeaf

2023

UC Irvine / Undergraduate Research Assistant

Undergraduate Research Assistant, Computer Vision Lab @ UC Irvine

2025 / Sep 2025 – Jan 2026

Used XGBoost, Levenberg–Marquardt, and the PROSPECT leaf model to study the relationship between radiance spectrum and vegetation water thickness.

Computer Vision Remote Sensing XGBoost Scientific Modeling

2025

UC Irvine / Undergraduate Researcher

Undergraduate Researcher, HPC Forge @ UC Irvine

2026 / Jan 2026 – Mar 2026

Studied fused W4A16 INT4 weight-only GEMM in Triton for LLM inference, with implementations and benchmarks for decode and prefill regimes.

HPC Triton LLM Inference GPU Kernels

2026

SUSTech / Undergraduate Researcher

Undergraduate Researcher, ARiSE Lab @ SUSTech

2024 / Jan 2024 – Jul 2025

Studied LLM-based code patch ranking using entropy information and investigated the role of dependency context in code-model training convergence.

LLMs for Code Program Repair Code Intelligence Megatron

2024