Browse State-of-the-Art › Code Generation › Papers, page 10

Code Generation

Papers archive 2025-07-28

archive papers tagged: 1,697 · with a code link: 745 · where Syntology ran a sample: 280 (238 with a run with no instrument failure, 42 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (280 of 1,697 tagged: 238 with a run with no instrument failure, 42 where every run was a failure of Syntology's instrument)

Page 10 of 17: papers 901 to 1,000 of 1,697, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Type-Constrained Code Generation with Language Models
  12 Apr 2025 0 repositories listed
• Boosting Universal LLM Reward Design through the Heuristic Reward Observation Space Evolution
  10 Apr 2025 0 repositories listed
• LSR-MCTS: Alleviating Long Range Dependency in Code Generation
  10 Apr 2025 0 repositories listed
• PR-Attack: Coordinated Prompt-RAG Attacks on Retrieval-Augmented Generation in Large Language Models via Bilevel Optimization
  10 Apr 2025 0 repositories listed
• MDIT: A Model-free Data Interpolation Method for Diverse Instruction Tuning
  9 Apr 2025 0 repositories listed
• Prism: Dynamic and Flexible Benchmarking of LLMs Code Generation with Monte Carlo Tree Search
  7 Apr 2025 0 repositories listed
• DDPT: Diffusion-Driven Prompt Tuning for Large Language Model Code Generation
  6 Apr 2025 0 repositories listed
• How Accurately Do Large Language Models Understand Code?
  6 Apr 2025 0 repositories listed
• OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs
  5 Apr 2025 0 repositories listed
• NAACL2025 Tutorial: Adaptation of Large Language Models
  4 Apr 2025 0 repositories listed
• MG-Gen: Single Image to Motion Graphics Generation with Layer Decomposition
  3 Apr 2025 0 repositories listed
• Pel, A Programming Language for Orchestrating AI Agents
  3 Apr 2025 0 repositories listed
• The Self-Learning Agent with a Progressive Neural Network Integrated Transformer
  3 Apr 2025 0 repositories listed
• From Code Generation to Software Testing: AI Copilot with Context-Based RAG
  2 Apr 2025 0 repositories listed
• On Simulation-Guided LLM-based Code Generation for Safe Autonomous Driving Software
  2 Apr 2025 0 repositories listed
• How Difficulty-Aware Staged Reinforcement Learning Enhances LLMs' Reasoning Capabilities: A Preliminary Experimental Study
  1 Apr 2025 0 repositories listed
• SRLCG: Self-Rectified Large-Scale Code Generation with Multidimensional Chain-of-Thought and Dynamic Backtracking
  1 Apr 2025 0 repositories listed
• Rubric Is All You Need: Enhancing LLM-based Code Evaluation With Question-Specific Rubrics
  31 Mar 2025 0 repositories listed
• Carbon Footprint Evaluation of Code Generation through LLM as a Service
  30 Mar 2025 0 repositories listed
• CCCI: Code Completion with Contextual Information for Complex Data Transfer Tasks Using Large Language Models
  29 Mar 2025 0 repositories listed
• Challenges and Paths Towards AI for Software Engineering
  28 Mar 2025 0 repositories listed
• RobuNFR: Evaluating the Robustness of Large Language Models on Non-Functional Requirements Aware Code Generation
  28 Mar 2025 0 repositories listed
• Malicious and Unintentional Disclosure Risks in Large Language Models for Code Generation
  27 Mar 2025 0 repositories listed
• Unlocking the Potential of Past Research: Using Generative AI to Reconstruct Healthcare Simulation Models
  27 Mar 2025 0 repositories listed
• Optimizing Language Models for Inference Time Objectives using Reinforcement Learning
  25 Mar 2025 0 repositories listed
• VecTrans: Enhancing Compiler Auto-Vectorization through LLM-Assisted Code Transformations
  25 Mar 2025 0 repositories listed
• AssertionForge: Enhancing Formal Verification Assertion Generation with Structured Representation of Specifications and RTL
  24 Mar 2025 0 repositories listed
• ModiGen: A Large Language Model-Based Workflow for Multi-Task Modelica Code Generation
  24 Mar 2025 0 repositories listed
• Verbal Process Supervision Elicits Better Coding Agents
  24 Mar 2025 0 repositories listed
• A Study on the Improvement of Code Generation Quality Using Large Language Models Leveraging Product Documentation
  22 Mar 2025 0 repositories listed
• Every Sample Matters: Leveraging Mixture-of-Experts and High-Quality Data for Efficient and Accurate Code LLM
  22 Mar 2025 0 repositories listed
• LaMOuR: Leveraging Language Models for Out-of-Distribution Recovery in Reinforcement Learning
  21 Mar 2025 0 repositories listed
• LLMs Love Python: A Study of LLMs' Bias for Programming Languages and Libraries
  21 Mar 2025 0 repositories listed
• On Explaining (Large) Language Models For Code Using Global Code-Based Explanations
  21 Mar 2025 0 repositories listed
• CodeReviewQA: The Code Review Comprehension Assessment for Large Language Models
  20 Mar 2025 0 repositories listed
• Aligning Crowd-sourced Human Feedback for Reinforcement Learning on Code Generation by Large Language Models
  19 Mar 2025 0 repositories listed
• LLM-Aided Customizable Profiling of Code Data Based On Programming Language Concepts
  19 Mar 2025 0 repositories listed
• A Comprehensive Study of LLM Secure Code Generation
  18 Mar 2025 0 repositories listed
• Automatic MILP Model Construction for Multi-Robot Task Allocation and Scheduling Based on Large Language Models
  18 Mar 2025 0 repositories listed
• Can LLMs Enable Verification in Mainstream Programming?
  18 Mar 2025 0 repositories listed
• Speculative Decoding for Verilog: Speed and Quality, All in One
  18 Mar 2025 0 repositories listed
• The KoLMogorov Test: Compression by Code Generation
  18 Mar 2025 0 repositories listed
• XOXO: Stealthy Cross-Origin Context Poisoning Attacks against AI Coding Assistants
  18 Mar 2025 0 repositories listed
• A Semantic-based Optimization Approach for Repairing LLMs: Case Study on Code Generation
  17 Mar 2025 0 repositories listed
• CoDet-M4: Detecting Machine-Generated Code in Multi-Lingual, Multi-Generator and Multi-Domain Settings
  17 Mar 2025 0 repositories listed
• LLM Test Generation via Iterative Hybrid Program Analysis
  17 Mar 2025 0 repositories listed
• VeriContaminated: Assessing LLM-Driven Verilog Coding for Data Contamination
  17 Mar 2025 0 repositories listed
• Can LLMs Formally Reason as Abstract Interpreters for Program Analysis?
  16 Mar 2025 0 repositories listed
• TFHE-Coder: Evaluating LLM-agentic Fully Homomorphic Encryption Code Generation
  15 Mar 2025 0 repositories listed
• VeriMind: Agentic LLM for Automated Verilog Generation with a Novel Evaluation Metric
  15 Mar 2025 0 repositories listed
• Combinatorial Optimization for All: Using LLMs to Aid Non-Experts in Improving Optimization Algorithms
  14 Mar 2025 0 repositories listed
• Capturing Semantic Flow of ML-based Systems
  13 Mar 2025 0 repositories listed
• Compute Optimal Scaling of Skills: Knowledge vs Reasoning
  13 Mar 2025 0 repositories listed
• Conformal Prediction Sets for Deep Generative Models via Reduction to Conformal Regression
  13 Mar 2025 0 repositories listed
• DynaCode: A Dynamic Complexity-Aware Code Benchmark for Evaluating Large Language Models in Code Generation
  13 Mar 2025 0 repositories listed
• Ensemble Learning for Large Language Models in Text and Code Generation: A Survey
  13 Mar 2025 0 repositories listed
• From Understanding to Excelling: Template-Free Algorithm Design through Structural-Functional Co-Evolution
  13 Mar 2025 0 repositories listed
• Investigating the Effectiveness of a Socratic Chain-of-Thoughts Reasoning Method for Task Planning in Robotics, A Case Study
  11 Mar 2025 0 repositories listed
• ResBench: Benchmarking LLM-Generated FPGA Designs with Resource Awareness
  11 Mar 2025 0 repositories listed
• From Idea to Implementation: Evaluating the Influence of Large Language Models in Software Development -- An Opinion Paper
  10 Mar 2025 0 repositories listed
• AutoMisty: A Multi-Agent LLM Framework for Automated Code Generation in the Misty Social Robot
  9 Mar 2025 0 repositories listed
• FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation
  9 Mar 2025 0 repositories listed Syntology 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 16 harvested samples)
• GenAI for Simulation Model in Model-Based Systems Engineering
  9 Mar 2025 0 repositories listed
• Green Prompting
  9 Mar 2025 0 repositories listed
• Benchmarking AI Models in Software Engineering: A Review, Search Tool, and Enhancement Protocol
  7 Mar 2025 0 repositories listed
• Evaluating Large Language Models in Code Generation: INFINITE Methodology for Defining the Inference Index
  7 Mar 2025 0 repositories listed
• Grammar-Based Code Representation: Is It a Worthy Pursuit for LLMs?
  7 Mar 2025 0 repositories listed
• ORANSight-2.0: Foundational LLMs for O-RAN
  7 Mar 2025 0 repositories listed
• LLMs' Reshaping of People, Processes, Products, and Society in Software Development: A Comprehensive Exploration with Early Adopters
  6 Mar 2025 0 repositories listed
• CodeIF-Bench: Evaluating Instruction-Following Capabilities of Large Language Models in Interactive Code Generation
  5 Mar 2025 0 repositories listed
• Robust Learning of Diverse Code Edits
  5 Mar 2025 0 repositories listed
• Vision-Language Models Struggle to Align Entities across Modalities
  5 Mar 2025 0 repositories listed
• (How) Do Language Models Track State?
  4 Mar 2025 0 repositories listed
• IterPref: Focal Preference Learning for Code Generation via Iterative Debugging
  4 Mar 2025 0 repositories listed
• Memorize or Generalize? Evaluating LLM Code Generation with Evolved Questions
  4 Mar 2025 0 repositories listed
• PennyLang: Pioneering LLM-Based Quantum Code Generation with a Novel PennyLane-Centric Dataset
  4 Mar 2025 0 repositories listed
• Code-as-Symbolic-Planner: Foundation Model-Based Robot Planning via Symbolic Code Generation
  3 Mar 2025 0 repositories listed
• Large Language Models for Code Generation: A Comprehensive Survey of Challenges, Techniques, Evaluation, and Applications
  3 Mar 2025 0 repositories listed
• How Diversely Can Language Models Solve Problems? Exploring the Algorithmic Diversity of Model-Generated Code
  2 Mar 2025 0 repositories listed
• LLMs are everywhere: Ubiquitous Utilization of AI Models through Air Computing
  2 Mar 2025 0 repositories listed
• AI Agents for Ground-Based Gamma Astronomy
  2 Mar 2025 0 repositories listed
• An Extensive Evaluation of PDDL Capabilities in off-the-shelf LLMs
  27 Feb 2025 0 repositories listed
• Beyond Natural Language Perplexity: Detecting Dead Code Poisoning in Code Generation Datasets
  27 Feb 2025 0 repositories listed
• ConvCodeWorld: Benchmarking Conversational Code Generation in Reproducible Feedback Environments
  27 Feb 2025 0 repositories listed
• Automated Code Generation and Validation for Software Components of Microcontrollers
  26 Feb 2025 0 repositories listed
• Conversational Planning for Personal Plans
  26 Feb 2025 0 repositories listed
• Deep-Bench: Deep Learning Benchmark Dataset for Code Generation
  26 Feb 2025 0 repositories listed
• Isolating Language-Coding from Problem-Solving: Benchmarking LLMs with PseudoEval
  26 Feb 2025 0 repositories listed
• Assistance or Disruption? Exploring and Evaluating the Design and Trade-offs of Proactive AI Programming Support
  25 Feb 2025 0 repositories listed
• Detection of LLM-Paraphrased Code and Identification of the Responsible LLM Using Coding Style Features
  25 Feb 2025 0 repositories listed
• CodeSwift: Accelerating LLM Inference for Efficient Code Generation
  24 Feb 2025 0 repositories listed
• RewardDS: Privacy-Preserving Fine-Tuning for Large Language Models via Reward Driven Data Synthesis
  23 Feb 2025 0 repositories listed
• Beyond Trusting Trust: Multi-Model Validation for Robust Code Generation
  22 Feb 2025 0 repositories listed
• Comparative Analysis of Large Language Models for Context-Aware Code Completion using SAFIM Framework
  21 Feb 2025 0 repositories listed
• DeepRTL: Bridging Verilog Understanding and Generation with a Unified Representation Model
  20 Feb 2025 0 repositories listed
• Mechanistic Understanding of Language Models in Syntactic Code Completion
  20 Feb 2025 0 repositories listed
• Pragmatic Reasoning improves LLM Code Generation
  20 Feb 2025 0 repositories listed
• BeamLoRA: Beam-Constraint Low-Rank Adaptation
  19 Feb 2025 0 repositories listed
• Explore-Construct-Filter: An Automated Framework for Rich and Reliable API Knowledge Graph Construction
  19 Feb 2025 0 repositories listed
• Exploring Code Language Models for Automated HLS-based Hardware Generation: Benchmark, Infrastructure and Analysis
  19 Feb 2025 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.