Neural Program Synthesis papers, 2023–2026

Key findings

• Neural Program Synthesis went from 57 papers in 2023 to 59 in 2026, roughly 1.0x in three years.
• CVPR publishes the most Neural Program Synthesis work: 89 papers from 2023 to 2026, 43% of the four-venue total.
• The fastest-growing overlap is with Simulation for Driving: papers tagged with both rose from 5 in 2023 to 10 in 2026.
• Among the 5 topics under Program Synthesis, it ranks #2 by 2026 paper count; the fastest grower in the group, Theorem Proving, is up 13x versus 1.0x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026Feedforward Novel View Synthesis for Heterogeneous Cameras
• ICML 2026Search Space Synthesis for Parametric Functions
• ICLR 2026LLM as an Algorithmist: Enhancing Anomaly Detectors via Programmatic Synthesis
• CVPR 2026Beyond Geometry Artistic Disparity Synthesis for Immersive 2D-to-3D
• NeurIPS 2025AlgoTune: Can Language Models Speed Up General-Purpose Numerical Programs?
• ICML 2025High Dynamic Range Novel View Synthesis with Single Exposure
• ICLR 2025Execution-guided within-prompt search for programming-by-example
• CVPR 2025BimArt: A Unified Approach for the Synthesis of 3D Bimanual Interaction with Articulated Objects
• NeurIPS 2024HYSYNTH: Context-Free LLM Approximation for Guiding Program Synthesis
• ICML 2024Amortizing Pragmatic Program Synthesis with Rankings
• ICLR 2024Generating Pragmatic Examples to Train Neural Program Synthesizers
• CVPR 2024SuperSVG: Superpixel-based Scalable Vector Graphics Synthesis
• NeurIPS 2023Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars
• ICML 2023XAI Beyond Classification: Interpretable Neural Clustering
• ICLR 2023Language Models Can Teach Themselves to Program Better
• CVPR 2023Implicit Neural Head Synthesis via Controllable Local Deformation Fields
• NeurIPS 2026GPU-Accelerated Synthesis of Mixed-Boolean Arithmetic: Beyond Caching
• ICML 2026CHESS: Chebyshev Spectral Synthesis for Trajectory Condensation
• ICLR 2026RefineStat: Efficient Exploration for Probabilistic Program Synthesis
• CVPR 2026From Rays to Projections Better Inputs for Feed-Forward View Synthesis

All Neural Program Synthesis papers

9 papers, page 1 of 1

1. NeurIPS 2024Double-Ended Synthesis Planning with Goal-Constrained Bidirectional Search
2. NeurIPS 2024Hierarchical Programmatic Option Framework
3. NeurIPS 2024HYSYNTH: Context-Free LLM Approximation for Guiding Program Synthesis
4. NeurIPS 2024Is Programming by Example Solved by LLMs?
5. NeurIPS 2024Learning to Edit Visual Programs with Self-Supervision
6. NeurIPS 2024SEEV: Synthesis with Efficient Exact Verification for ReLU Neural Barrier Functions
7. NeurIPS 2024Speculative Monte-Carlo Tree Search
8. NeurIPS 2024Symbolic Regression with a Learned Concept Library
9. NeurIPS 2024Verified Code Transpilation with LLMs

FAQ

How many Neural Program Synthesis papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

208 in total: 57 in 2023, 47 in 2024, 45 in 2025, 59 in 2026.

How many Neural Program Synthesis papers are at NeurIPS 2026?

NeurIPS 2026 has 18 Neural Program Synthesis papers, versus 20 the year before.

How many Neural Program Synthesis papers are at ICLR 2026?

ICLR 2026 has 11 Neural Program Synthesis papers, versus 5 the year before.

How many Neural Program Synthesis papers are at ICML 2026?

ICML 2026 has 10 Neural Program Synthesis papers, versus 2 the year before.

How many Neural Program Synthesis papers are at CVPR 2026?

CVPR 2026 has 20 Neural Program Synthesis papers, versus 18 the year before.

Which conference publishes the most Neural Program Synthesis papers?

CVPR, with 89 papers from 2023 to 2026.