~/talks

Armando Solar-Lezama

what they talk about

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where they keep going back

  • LAFI3 editions2024–2026
  • POPL2 editions2022–2023
  • ICFP2 editions2020–2022

all 7 in the filters

on a stage with

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who talks about the same things

titleconferencedate
E-Stitch: Top-Down Library Learning for E-GraphsEGRAPHS 20262026-06-15
Extends Stitch’s top‑down search to operate over e‑graphs, so rewrites like commutativity are matched rather than missed, and introduces a better lower bound…
Talk on
Open Challenges for Programming AgentsODSC AI East 20262026-04-28
Claims that current coding agents hit an analysis bottleneck — they produce lots of code but miss systematic reasoning — and shows concrete tooling that uses…
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Sequential Monte Carlo Program Synthesis with Refinement ProposalsLAFI 20262026-01-11
Extends program synthesis search to include probabilistic programs and evaluates exact marginal likelihood using the PL change named pluck via lazy knowledge…
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Stochastic Lazy Knowledge Compilation for Inference in Discrete Probabilistic ProgramsPLDI 20252025-06-16
Implements lazy knowledge compilation in a Julia tool called Pluck and combines it with sequential Monte Carlo that uses locally‑optimal proposals computed…
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Lazy Knowledge Compilation for Discrete PPLsLAFI 20252025-01-19
A new variant of knowledge compilation for discrete PPLs uses lazy knowledge compilation to delay compiling subexpressions until forced, and it compiles only…
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Toward Probabilistic Coarse-to-Fine Program SynthesisLAFI 20242024-01-14
Synthesizes programs by starting with coarse probabilistic programs that use randomness as placeholders, then iteratively refines high-entropy expressions into…
Talk
Inductive Program Synthesis Guided by Observational Program SimilarityOOPSLA 20232023-10-23
Introduces SyMetric, a tool that replaces observational equivalence with a domain-specific observational similarity metric to cluster programs into…
Talk
Combining Functional and Automata Synthesis to Discover Causal Reactive ProgramsPOPL 20232023-01-15
Algorithm converts sequences of video frames plus actions into Autumn programs by iterating functional synthesis (fit per-object update functions from an…
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Top-Down Synthesis for Library LearningPOPL 20232023-01-15
Paper introduces corpus-guided top-down synthesis that builds abstractions by expanding holes and using branch-and-bound pruning with quick upper bounds…
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Searching Entangled Program SpacesICFP 20222022-09-11
Introduces equality-constrained tree automata to compactly represent program spaces where subterm choices are entangled, and implements extraction and lazy…
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Automatically Deriving Control-Flow Graph Generators from Operational SemanticsICFP 20222022-09-11
An algorithm converts small-step operational semantics into an abstract machine, then uses abstract rewriting to synthesize both interpreted-mode and…
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Better Learning through Programming LanguagesPOPL 20222022-01-16
Argues that combining program synthesis with ML lets search scale and tolerate noise by directing search with a network rather than exhaustive enumeration…
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Deductive Optimization of Relational Data StorageOOPSLA 20202020-11-15
A system called Castor synthesizes specialized on-disk layouts and native executables from known query templates, serializing the static database ahead of time…
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Liquid Information Flow ControlICFP 20202020-08-23
Claims a new DSL called Lifty domain-specific language that encodes information-flow policies as liquid refinements and enforces them with a TIO-style security…
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