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Neural Program Synthesis Information Guide

  1. Introduction on Neural Program Synthesis
  2. Key Details
  3. History
  4. Expert Insights
  5. Summary

Introduction on Neural Program Synthesis

Information Exploring Program Synthesis: Francois Chollet, Kevin Ellis, Zenna Tavares Guide
Looking for the latest information on Neural Program Synthesis? We've gathered comprehensive data, records, and insights about Neural Program Synthesis.

Key Details

Full SYNT 2020: Neuro-Symbolic Program Synthesis from Natural Language and Demonstrations Guide
Explore the main sources for Neural Program Synthesis.

History

Details Why Program Synthesis Is Next (Kevin Ellis and Zenna Tavares) Guide
Stay updated on Neural Program Synthesis's newest achievements.

[OOPSLA] Neural Architecture Search using Property Guided Synthesis
[OOPSLA] Neural Architecture Search using Property Guided Synthesis
Automated Transpilation of Imperative to Functional Code using Neural-Guided Program Synthesis
Automated Transpilation of Imperative to Functional Code using Neural-Guided Program Synthesis
#50 Dr. CHRISTIAN SZEGEDY - Formal Reasoning, Program Synthesis
#50 Dr. CHRISTIAN SZEGEDY - Formal Reasoning, Program Synthesis
[PLDI'26] Presynthesis: Towards Scaling Up Program Synthesis with Finer-Grained Abstract Semantics
[PLDI'26] Presynthesis: Towards Scaling Up Program Synthesis with Finer-Grained Abstract Semantics
Advanced Machine Learning Day 3: Neural Program Synthesis
Advanced Machine Learning Day 3: Neural Program Synthesis
Tilman Hinnerichs - Neural Program Synthesis: Learning to Program from Trees
Tilman Hinnerichs - Neural Program Synthesis: Learning to Program from Trees
[PLDI'26] [SIGPLAN OOPSLA’25] Active Learning for Neurosymbolic Program Synthesis
[PLDI'26] [SIGPLAN OOPSLA’25] Active Learning for Neurosymbolic Program Synthesis
Exploring synthesis of flexible neural machines with Zygote.jl | Michael Bukatin | JuliaCon 2023
Exploring synthesis of flexible neural machines with Zygote.jl | Michael Bukatin | JuliaCon 2023
Toward Neural-Network-Guided Program Synthesis and Verification
Toward Neural-Network-Guided Program Synthesis and Verification
Armando Solar Lezama - AI Programming; Program Synthesis β€’ YASP #3
Armando Solar Lezama - AI Programming; Program Synthesis β€’ YASP #3
Neural Representations for Program Analysis and Synthesis
Neural Representations for Program Analysis and Synthesis

Expert Insights

Data is compiled from public records and verified media reports.

Last Updated: August 15, 2026

Summary

Details HOUDINI: Lifelong Learning as Program Synthesis Update
For 2026, Neural Program Synthesis remains one of the most talked-about information profiles. Check back for the newest reports.

Disclaimer: Disclaimer: All information is compiled from publicly available data, media reports, and analysis. Actual details may vary.

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