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John M. Li

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Categorical Semantics of Probabilistic Symbolic ExecutionPLDI 20262026-06-15
Builds a denotational universe where symbolic execution is a presheaf model and proves a single metatheorem: any definitional interpreter written in the…
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From Linearity to BorrowingOOPSLA 20252025-10-16
Builds a lightweight borrowing extension on a linear lambda calculus and implements the API as untyped terms validated by logic, not new runtime primitives…
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Roulette: A Language for Expressive, Exact, and Efficient Discrete Probabilistic(…)PLDI 20252025-06-16
Roulette claims to be the first discrete PPL that pairs exact, scalable inference with a large subset of Racket features (data structures, first‑class…
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Lilac: A Modal Separation Logic for Conditional ProbabilityPLDI 20232023-06-17
Lilac presents a separation logic that models probability spaces as heap-like resources and defines an independent combination operator that interprets…
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