Leo Liu
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Articles & Notes

Thoughts on high-performance compilers, innovation economics, research methodologies, and systems engineering.

  • October 2026 • Econometrics Rust Stata

    Why I Built fereg: reghdfe and fixest Results in a Fraction of the Time

    reghdfe is the standard for fixed-effects regressions in Stata, but it is slow on large panels, and fixest and pyfixest give slightly different numbers. fereg is one Rust engine with Stata, R and Python front ends that reproduce reghdfe, fixest and pyfixest, and run 3 to 100 times faster.

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  • September 2026 • Rust Systems TeX

    Why I Built TeXres: Modernizing TeX While Waiting for Typst

    Typst is the future of typesetting, but academic journals and arXiv still mandate legacy LaTeX. Here is why we had to build a pure-Rust engine to eliminate TeX's auxiliary file clutter, cryptic error dumps, and 40-year build bottlenecks today.

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