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Willow Ahrens

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titleconferencedate
The Continuous Tensor Abstraction: Where Indices are RealOOPSLA 20252025-10-16
Introduces a compiler and code generator that lets tensor indices be real numbers and represents data as piecewise-constant tensors so infinite domains execute…
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Finch: Sparse and Structured Tensor Programming with Control FlowOOPSLA 20252025-10-16
Finch is a new language and compiler that combines flexible control flow with a parameterized format DSL to generate code that iterates only over nonzeros and…
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Sparsity-Aware Autoscheduling for Numpy with Finch and GalleySparse 20252025-06-16
Galley implements an autoscheduler for the Finch sparse tensor compiler that makes concrete decisions: it uses database-style cardinality estimation (notably…
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Panel: Compilation FrameworksSparse 20242024-06-25
Discussion shows a concrete path for quantify over bitwidth proofs: Lean supports quantifying bitwidth but only offers high‑performance automation for fixed…
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Compiling Control Flow in Sparse and Structured Array ProgramsSparse 20242024-06-25
Finch is a new language and compiler that merges control flow and data-format descriptions so the compiler specializes loops, ifs, breaks, masks and…
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Mechanised Hypersafety Proofs about Structured DataPLDI 20242024-06-24
Claims a practical verification path: LGTM encodes formats as getter code and proves correctness via parametrised hypersafety triples mechanised as a Coq…
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