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Amanda Liu

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A Mechanized Algebra of Verified Data Structures for Optimizing Sparse Tensor ProgramsPLDI 20262026-06-15
Mechanized framework extends ATL and uses the Rock proof assistant to produce a verified compression/decompression adjoint that rewrites dense tensor kernels…
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Gauguin, Descartes, Bayes: A Diurnal Golem's BrainOnward! 20252025-10-12
Builds a small probabilistic program in Church that samples and conditions over program-space to infer its own source; uses a grammar-based generator, eval…
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A Verified Compiler for a Functional Tensor LanguagePLDI 20242024-06-24
A mechanically verified implementation of a lowering algorithm for ATL proves that a functional tensor program lowers to imperative loop nests that write…
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Verified Tensor-Program Optimization Via High-Level Scheduling RewritesPOPL 20222022-01-16
A Coq-verified framework implements a pure functional tensor IR called ATL and a suite of semantics-preserving, source-to-source rewrites plus reshape…
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