A Survey on Large Language Models for Code Generation

1 June 2024

Fan Wang

Papers citing "A Survey on Large Language Models for Code Generation"

50 / 225 papers shown

Catching UX Flaws in Code: Leveraging LLMs to Identify Usability Flaws at the Development StageIEEE Symposium on Visual Languages / Human-Centric Computing Languages and Environments (VL/HCC), 2025

03 Dec 2025

Enhancing Automated Paper Reproduction via Prompt-Free Collaborative Agents

02 Dec 2025

KV Pareto: Systems-Level Optimization of KV Cache and Model Compression for Long Context Inference

369

01 Dec 2025

CodeDistiller: Automatically Generating Code Libraries for Scientific Coding Agents

Peter Alexander Jansen

Samiah Hassan

Pragnya Narasimha

30 Nov 2025

Prune4Web: DOM Tree Pruning Programming for Web Agent

373

26 Nov 2025

Self-Guided Defense: Adaptive Safety Alignment for Reasoning Models via Synthesized Guidelines

479

26 Nov 2025

QiMeng-Kernel: Macro-Thinking Micro-Coding Paradigm for LLM-Based High-Performance GPU Kernel Generation

...

25 Nov 2025

LLM-Driven Kernel Evolution: Automating Driver Updates in Linux

24 Nov 2025

Orchestrating Dual-Boundaries: An Arithmetic Intensity Inspired Acceleration Framework for Diffusion Language Models

111

24 Nov 2025

Clinician-Directed Large Language Model Software Generation for Therapeutic Interventions in Physical Rehabilitation

...

363

23 Nov 2025

From Code Foundation Models to Agents and Applications: A Comprehensive Survey and Practical Guide to Code Intelligence

...

Zizheng Zhan

Jiajun Zhang

Jie Zhang

Zhaoxiang Zhang

Bo Zheng

LLMAG ALM ELM

824

23 Nov 2025

Cognitive Foundations for Reasoning and Their Manifestation in LLMs

...

213

20 Nov 2025

NALA_MAINZ at BLP-2025 Task 2: A Multi-agent Approach for Bangla Instruction to Python Code Generation

Katharina von der Wense

20 Nov 2025

MermaidSeqBench: An Evaluation Benchmark for LLM-to-Mermaid Sequence Diagram Generation

Basel Shbita

Farhan Ahmed

Chad DeLuca

18 Nov 2025

Semantic Document Derendering: SVG Reconstruction via Vision-Language Modeling

203

17 Nov 2025

EARL: Entropy-Aware RL Alignment of LLMs for Reliable RTL Code Generation

146

15 Nov 2025

InData: Towards Secure Multi-Step, Tool-Based Data Analysis

Karthikeyan K

Raghuveer Thirukovalluru

Bhuwan Dhingra

David Edwin Carlson

SyDa

137

14 Nov 2025

SlideBot: A Multi-Agent Framework for Generating Informative, Reliable, Multi-Modal Presentations

156

12 Nov 2025

Analyzing Political Text at Scale with Online Tensor LDA

107

11 Nov 2025

LLM-Powered Fully Automated Chaos Engineering: Towards Enabling Anyone to Build Resilient Software Systems at Low CostMachine Learning for Biomedical Imaging (MLBI), 2025

Daisuke Kikuta

Hiroki Ikeuchi

Kengo Tajiri

100

11 Nov 2025

Assertion-Aware Test Code Summarization with Large Language Models

Anamul Haque Mollah

Ahmed Aljohani

Hyunsook Do

100

09 Nov 2025

An Empirical Study of Reasoning Steps in Thinking Code LLMs

111

08 Nov 2025

PEFA-AI: Advancing Open-source LLMs for RTL generation using Progressive Error Feedback Agentic-AI

Athma Narayanan

Mahesh Subedar

Omesh Tickoo

134

06 Nov 2025

The Future of Generative AI in Software Engineering: A Vision from Industry and Academia in the European GENIUS Project

...

188

03 Nov 2025

Reasoning Planning for Language Models

461

01 Nov 2025

DTS: Enhancing Large Reasoning Models via Decoding Tree Sketching

141

01 Nov 2025

On Selecting Few-Shot Examples for LLM-based Code Vulnerability Detection

133

31 Oct 2025

Beyond Synthetic Benchmarks: Evaluating LLM Performance on Real-World Class-Level Code Generation

Musfiqur Rahman

SayedHassan Khatoonabadi

Emad Shihab

ELM

383

30 Oct 2025

Supervised Reinforcement Learning: From Expert Trajectories to Step-wise Reasoning

159

29 Oct 2025

Large Language Model for Verilog Code Generation: Literature Review and the Road Ahead

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131

29 Oct 2025

Software Engineering Agents for Embodied Controller Generation : A Study in Minigrid Environments

Timothé Boulet

X. Hinaut

Clément Moulin-Frier

117

24 Oct 2025

SBASH: a Framework for Designing and Evaluating RAG vs. Prompt-Tuned LLM Honeypots

Adetayo Adebimpe

Helmut Neukirchen

Thomas Welsh

105

24 Oct 2025

InterpDetect: Interpretable Signals for Detecting Hallucinations in Retrieval-Augmented Generation

135

24 Oct 2025

CudaForge: An Agent Framework with Hardware Feedback for CUDA Kernel Optimization

152

23 Oct 2025

Reasoning Distillation and Structural Alignment for Improved Code Generation

Amir Jalilifard

Anderson de Rezende Rocha

Marcos Medeiros Raimundo

OffRL LRM

131

20 Oct 2025

ShapeCraft: LLM Agents for Structured, Textured and Interactive 3D Modeling

145

20 Oct 2025

Tutoring LLM into a Better CUDA OptimizerEuropean Conference on Parallel Processing (Euro-Par), 2025

19 Oct 2025

FinSight: Towards Real-World Financial Deep Research

234

19 Oct 2025

On Pretraining for Project-Level Code Completion

Maksim Sapronov

Evgeniy Glukhov

153

15 Oct 2025

InteractScience: Programmatic and Visually-Grounded Evaluation of Interactive Scientific Demonstration Code Generation

165

10 Oct 2025

A Comprehensive Survey on Benchmarks and Solutions in Software Engineering of LLM-Empowered Agentic System

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259

10 Oct 2025

RCPU: Rotation-Constrained Error Compensation for Structured Pruning of a Large Language Model

135

09 Oct 2025

From Defender to Devil? Unintended Risk Interactions Induced by LLM Defenses

144

09 Oct 2025

Accelerating Diffusion LLM Inference via Local Determinism Propagation

Victoria A. Webster-Wood

Guorui Zhou

AI4CE

150

08 Oct 2025

More Than Meets the Eye? Uncovering the Reasoning-Planning Disconnect in Training Vision-Language Driving Models

06 Oct 2025

A Lightweight Large Language Model-Based Multi-Agent System for 2D Frame Structural Analysis

170

06 Oct 2025

ParallelBench: Understanding the Trade-offs of Parallel Decoding in Diffusion LLMs

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203

06 Oct 2025

Retrieval-Augmented Code Generation: A Survey with Focus on Repository-Level Approaches

181

06 Oct 2025

Zephyrus: An Agentic Framework for Weather Science

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Taylor Berg-Kirkpatrick

133

05 Oct 2025

Plan Then Action:High-Level Planning Guidance Reinforcement Learning for LLM Reasoning

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173

02 Oct 2025