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Michael F. P. O'Boyle

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  • GPCE3 editions2020–2024

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titleconferencedate
Guided Tensor LiftingPLDI 20252025-06-16
Automatic lifting from C to Taco uses an LLM to generate 10 candidate tensor expressions, extracts a probabilistic grammar from those samples, and drives…
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Hot Call-Chain Inlining for the Glasgow Haskell CompilerGPCE 20242024-10-21
Proposes a profile-directed hot call-chain inlining pass for GHC that extracts call chains from the AST, marks functions with INLINE/INLINABLE pragmas during…
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C2TACO: Lifting Tensor Code to TACOGPCE 20232023-10-22
C2TACO synthesizes TACO tensor-DSL programs from C by using enumerative program synthesis guided by automatically generated IO examples and static code…
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Investigating Magic Numbers: Improving the Inlining Heuristic in the Glasgow ...Haskell Symposium 20222022-09-15
Explores changing GHC’s hard-coded inliner “magic numbers” by turning ten tuning constants into parameters, compiling GHC with different settings and running a…
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DelayRepay: Delayed Execution for Kernel Fusion in PythonDLS 20202020-11-17
DelayRepay is a drop-in NumPy replacement that defers NumPy operations to build a delayed execution graph, fuses those nodes into single CUDA kernels via CuPy…
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Modeling Black-Box Components with Probabilistic SynthesisGPCE 20202020-11-16
Presyn builds executable models of opaque library functions by composing a library of 11 fragment families, scoring fragments with a probabilistic fragment…
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Retrofitting Symbolic Holes to LLVM IRTyDe 20202020-08-23
Implements untyped symbolic holes inside LLVM IR by encoding holes as calls to uninterpreted functions and introducing an unknown-type marker whole.t, plus…
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