Program resilience analysis on High-performance computing (HPC) systems. Responsibilities include:

• Built a soft error simulation platform on LLVM
• Developed a resilience analysis platform with transformer/LLM
• Improved the resilience prediction accuracy by 30%
• Built a visualization framework to study error propagation using the control-flow graph

Research topic: translation between parallelization languages:

• Complete the metadata process in the project “EXCELLENT” which translates parallelization language to each other in the compilation,
• Engineering in a combination of Noelle and SPLENDID
• Setup experiment environment for OpenMP/CUDA decompilation

Responsibilities include:

• Developed FI-VIS tool based on Pin and Pinfi
• Trace and visualize error propagation in program execution at the instruction level.