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Koushik Sen

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Programming Large Language Models with Algebraic Effect Handlers and the Selection MonadLMPL 20252025-10-12
Pangolin models LLM calls as algebraic effects and uses a selection monad to search and score nondeterministic outputs; handlers expose a multi‑shot…
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Type-Constrained Code Generation with Language ModelsPLDI 20252025-06-16
Introduces a type-constrained decoding method that integrates an incremental type checker into token-level LLM decoding using prefix automata plus a search…
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Nerv: Probabilistic Dynamic Partial Order Reduction for HardwarePLARCH 20232023-06-17
Proposes probabilistic dynamic partial order reduction that records state transitions from warm-up runs, builds a probability table over transaction pairs, and…
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New Embedded DSLs for Hardware Design and VerificationPLARCH 20232023-06-17
Argues for mixed-abstraction HDLs and presents three Scala eDSLs specialized for testbench description, stimulus generation, and control-flow compilation…
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Relational Compilation for Performance-Critical ApplicationsPLDI 20222022-06-13
Claims a proof-producing toolkit (Rupicola) that compiles specific high-level functional programs into low-level imperative code by proving "there exists"…
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Gauss: Program Synthesis by Reasoning Over GraphsOOPSLA 20212021-10-17
Gauss synthesizes table-transformation programs (Pandas and R) from partial outputs plus user intent graphs that record cell/row/column relations (example…
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Fluid Quotes: Metaprogramming across Abstraction Boundaries with Dependent TypesGPCE 20202020-11-16
Fluid Quotes uses dependent types to carry serialized code through the type system so macros can serialize AST in string literal types and later spliceCall at…
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