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

66 papers, page 1 of 2

1. NeurIPS 2026Blur Issue Matters for Thermal Novel View Synthesis: A Floating Gaussian Suppression Approach
2. NeurIPS 2026Breaking the Synthesis Barrier for AI-Designed DNA Libraries
3. NeurIPS 2026CD-RCM: Generalizable Continuous-Depth Novel View Synthesis for Reflectance Confocal Microscopy
4. NeurIPS 2026DIS-Bench: Evaluating LLMs on System Testing via Directed Input Synthesis
5. NeurIPS 2026Enhancing Novel View Synthesis via Geometry Grounded Set Diffusion
6. NeurIPS 2026Equivariant Reinforcement Learning for Clifford Quantum Circuit Synthesis
7. NeurIPS 2026Feedforward Novel View Synthesis for Heterogeneous Cameras
8. NeurIPS 2026FLARE: Verifying MILP Reformulations with LLM-Based Formal Proof Synthesis
9. NeurIPS 2026GAMMA: Scalable 4D Gaussian Reconstruction Model for Novel View Synthesis of Monocular Videos
10. NeurIPS 2026GPU-Accelerated Synthesis of Mixed-Boolean Arithmetic: Beyond Caching
11. NeurIPS 2026Inductive Deductive Synthesis: Enabling AI to Generate Formally Verified Systems
12. NeurIPS 2026Learn Locally, Recurse Globally: Neural Circuit Synthesis Beyond Training Depth
13. NeurIPS 2026NeuroSynTheos: Learning to accelerate counterexample-guided reactive synthesis modulo theories
14. NeurIPS 2026Panoptic Scene Program Diffusion Transformer
15. NeurIPS 2026Program-as-Weights: A Programming Paradigm for Fuzzy Functions
16. NeurIPS 2026Property-Guided LLM Program Synthesis for Planning
17. NeurIPS 2026StereoSplat: Metric-Scale Novel View Synthesis via Stereo-Grounded Gaussian Splatting
18. NeurIPS 2026UniSHARP: Universal Sharp Monocular View Synthesis
19. NeurIPS 2025AlgoTune: Can Language Models Speed Up General-Purpose Numerical Programs?
20. NeurIPS 2025BIPNN: Learning to Solve Binary Integer Programming via Hypergraph Neural Networks
21. NeurIPS 2025Dynamic View Synthesis as an Inverse Problem
22. NeurIPS 2025EnCompass: Enhancing Agent Programming with Search Over Program Execution Paths
23. NeurIPS 2025GSRF: Complex-Valued 3D Gaussian Splatting for Efficient Radio-Frequency Data Synthesis
24. NeurIPS 2025HoliGS: Holistic Gaussian Splatting for Embodied View Synthesis
25. NeurIPS 2025HyPlaneHead: Rethinking Tri-plane-like Representations in Full-Head Image Synthesis
26. NeurIPS 2025Learning Neural Exposure Fields for View Synthesis
27. NeurIPS 2025LongMagpie: A Self-synthesis Method for Generating Large-scale Long-context Instructions
28. NeurIPS 2025Native-Resolution Image Synthesis
29. NeurIPS 2025Neural Attention Search
30. NeurIPS 2025Once Upon an Input: Reasoning via Per-Instance Program Synthesis
31. NeurIPS 2025PoE-World: Compositional World Modeling with Products of Programmatic Experts
32. NeurIPS 2025Point Cloud Synthesis Using Inner Product Transforms
33. NeurIPS 2025Program Synthesis via Test-Time Transduction
34. NeurIPS 2025RoomEditor: High-Fidelity Furniture Synthesis with Parameter-Sharing U-Net
35. NeurIPS 2025Searching Latent Program Spaces
36. NeurIPS 2025Single-pass Adaptive Image Tokenization for Minimum Program Search
37. NeurIPS 2025TF-MAS: Training-free Mamba2 Architecture Search
38. NeurIPS 2025Training Language Models to Generate Quality Code with Program Analysis Feedback
39. NeurIPS 2024Double-Ended Synthesis Planning with Goal-Constrained Bidirectional Search
40. NeurIPS 2024Hierarchical Programmatic Option Framework
41. NeurIPS 2024HYSYNTH: Context-Free LLM Approximation for Guiding Program Synthesis
42. NeurIPS 2024Is Programming by Example Solved by LLMs?
43. NeurIPS 2024Learning to Edit Visual Programs with Self-Supervision
44. NeurIPS 2024SEEV: Synthesis with Efficient Exact Verification for ReLU Neural Barrier Functions
45. NeurIPS 2024Speculative Monte-Carlo Tree Search
46. NeurIPS 2024Symbolic Regression with a Learned Concept Library
47. NeurIPS 2024Verified Code Transpilation with LLMs
48. NeurIPS 2023Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars
49. NeurIPS 2023DELIFFAS: Deformable Light Fields for Fast Avatar Synthesis
50. NeurIPS 2023DynPoint: Dynamic Neural Point For View Synthesis

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.