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P. Madhusudan

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titleconferencedate
Verification Modulo Tested Library ContractsPLDI 20262026-06-15
Proposes a concrete pipeline that synthesizes method contracts and loop invariants by looping a generalizing CHC solver (ICE learners, decision trees, optional…
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Synthesizing DSLs for Few-Shot LearningOOPSLA 20252025-10-16
Constructs a precise formulation: given a base language L, a complexity measure (parse tree depth), and a metagrammar of candidate DSLs, decides whether a…
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FO-Complete Program Verification for Heap LogicsOOPSLA 20252025-10-16
Claims a practical verification pipeline that achieves FO-Complete reasoning for heap logics by designing two logics — frame logic (FL) and SL-FL — with…
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Predictable Verification using Intrinsic DefinitionsPLDI 20242024-06-24
Proposes that defining heap structures with intrinsic definitions — auxiliary monadic maps plus local constraints — makes verification decidable and therefore…
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Perception Contracts for Safety of ML-Enabled SystemsOOPSLA 20232023-10-23
Proposes Perception contracts — symbolic formulas that bound error between ground truth and perception estimates so a controller keeps a safety invariant — and…
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Languages with Decidable Learning: A Meta-theoremOOPSLA 20232023-10-23
Proves a concrete meta-theorem: if a symbolic language admits a facet interpreter whose extra memory is bounded by the fixed structure (independent of…
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Complete First-Order Reasoning for Properties of Functional ProgramsOOPSLA 20232023-10-23
The paper proves that the unfolding-then-SMT procedure (USMT heuristic) used by Liquid Haskell, Leon and Stainless is sound and complete for the combined…
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Learning Formulas in Finite Variable LogicsPOPL 20222022-01-16
Decision procedures synthesize separating sentences, query formulas, and terms over finite structures for finite-variable logics (FO^k), FO^k with nested or…
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Synthesizing Contracts Correct Modulo a Test GeneratorOOPSLA 20212021-10-17
Approach synthesizes tight contracts as decision trees and integrates a SyGuS-based learner (CVC4Sy) with the Pex test generator to get guarantees modulo a…
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