A preprint in the Hitchhiker's Guide to Program Analysis series on practical bug detection and LLM-assisted reasoning for systems software.
arXiv · Preprint · 2026
Papers, manuscripts, and selected research artifacts.
A preprint in the Hitchhiker's Guide to Program Analysis series on practical bug detection and LLM-assisted reasoning for systems software.
A comparative-analysis pipeline for using LLMs in bug bisection.
A profiling-guided framework for automated Triton kernel optimization.
BugLens guides LLMs through structured reasoning steps to post-refine taint-style static analysis reports in the Linux kernel.
LLift integrates LLMs with static analysis to improve practical bug detection in large codebases such as the Linux kernel.
An early experiment exploring how large language models can assist static analysis.
A memory-management design for RISC-V enclaves.