代码大模型 / AI 编程 - arXivDaily 专题

2503.07902 2025-08-07 cs.RO 78%

LTLCodeGen: Code Generation of Syntactically Correct Temporal Logic for Robot Task Planning

Behrad Rabiei, Mahesh Kumar A. R., Zhirui Dai, Surya L. S. R. Pilla, Qiyue Dong, Nikolay Atanasov

机构 * Contextual Robotics Institute, University of California San Diego（情境机器人研究所，加州大学圣地亚哥分校）

专题命中代码生成：code generation(title,abstract)

Comments Accepted to IEEE/RSJ International Conference on Intelligent Robots and Systems (iROS) 2025

2504.14557 2025-07-04 quant-ph cs.MA 78%

Enhancing LLM-based Quantum Code Generation with Multi-Agent Optimization and Quantum Error Correction

Charlie Campbell, Hao Mark Chen, Wayne Luk, Hongxiang Fan

专题命中代码生成：code generation(title,abstract)

Comments Paper accepted by DAC'25

2505.15535 2025-05-22 math.NA cs.NA 78%

Matrix-Free Methods for Finite-Strain Elasticity: Automatic Code Generation with No Performance Overhead

Michał Wichrowski, Mohsen Rezaee-Hajidehi, Jože Korelc, Martin Kronbichler, Stanisław Stupkiewicz

专题命中代码生成：code generation(title,abstract)

2504.14099 2025-04-22 math.OC 78%

Code generation for solving and differentiating through convex optimization problems

Maximilian Schaller, Stephen Boyd

专题命中代码生成：code generation(title,abstract)

2504.01866 2025-04-08 cs.SE cs.AI cs.PL 78%

From Code Generation to Software Testing: AI Copilot with Context-Based RAG

Yuchen Wang, Shangxin Guo, Chee Wei Tan

专题命中代码生成：code generation(title)；分类 cs.SE、cs.AI、cs.PL

Comments This work has been accepted for publication in IEEE Software (DOI: 10.1109/MS.2025.3549628)

2406.15877 2025-04-02 cs.SE cs.AI cs.CL 78%

BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions

Terry Yue Zhuo, Minh Chien Vu, Jenny Chim, Han Hu, Wenhao Yu, Ratnadira Widyasari, Imam Nur Bani Yusuf, Haolan Zhan, Junda He, Indraneil Paul, Simon Brunner, Chen Gong, Thong Hoang, Armel Randy Zebaze, Xiaoheng Hong, Wen-Ding Li, Jean Kaddour, Ming Xu, Zhihan Zhang, Prateek Yadav, Naman Jain, Alex Gu, Zhoujun Cheng, Jiawei Liu, Qian Liu, Zijian Wang, Binyuan Hui, Niklas Muennighoff, David Lo, Daniel Fried, Xiaoning Du, Harm de Vries, Leandro Von Werra

专题命中代码生成：code generation(title)；分类 cs.SE、cs.CL、cs.AI

Comments Accpeted at ICLR 2025 (Oral), built with love by the BigCode community :)

2502.11110 2025-02-18 cs.CR 78%

Ramp Up NTT in Record Time using GPU-Accelerated Algorithms and LLM-based Code Generation

Yu Cui, Hang Fu, Licheng Wang, Haibin Zhang

专题命中代码生成：code generation(title,abstract)

2409.06355 2025-02-18 cs.CV 78%

DiffQRCoder: Diffusion-based Aesthetic QR Code Generation with Scanning Robustness Guided Iterative Refinement

Jia-Wei Liao, Winston Wang, Tzu-Sian Wang, Li-Xuan Peng, Ju-Hsuan Weng, Cheng-Fu Chou, Jun-Cheng Chen

专题命中代码生成：code generation(title,abstract)

2501.15126 2025-01-28 cs.DC cs.DM cs.NA math.NA 78%

Fully-Automated Code Generation for Efficient Computation of Sparse Matrix Permanents on GPUs

Deniz Elbek, Kamer Kaya

专题命中代码生成：code generation(title,abstract)

2501.04268 2025-01-09 cs.RO cs.CV 78%

Robotic Programmer: Video Instructed Policy Code Generation for Robotic Manipulation

Senwei Xie, Hongyu Wang, Zhanqi Xiao, Ruiping Wang, Xilin Chen

专题命中代码生成：code generation(title,abstract)

2412.10953 2024-12-17 cs.SE cs.AI cs.LG 78%

Optimizing AI-Assisted Code Generation

Simon Torka, Sahin Albayrak

专题命中代码生成：code generation(title)；分类 cs.SE、cs.AI、cs.LG

2411.17569 2024-12-16 cs.CR cs.AR 78%

RTL-Breaker: Assessing the Security of LLMs against Backdoor Attacks on HDL Code Generation

Lakshmi Likhitha Mankali, Jitendra Bhandari, Manaar Alam, Ramesh Karri, Michail Maniatakos, Ozgur Sinanoglu, Johann Knechtel

专题命中代码生成：code generation(title,abstract)

Comments Accepted at 2025 Design, Automation & Test in Europe (DATE) Conference

2412.04747 2024-12-09 cs.DC cs.NE 78%

Code generation and runtime techniques for enabling data-efficient deep learning training on GPUs

Kun Wu

专题命中代码生成：code generation(title,abstract)

Comments Ph.D. Thesis, University of Illinois Urbana-Champaign, 2024

2410.24198 2024-11-04 cs.CL cs.LG cs.SE 78%

SelfCodeAlign: Self-Alignment for Code Generation

Yuxiang Wei, Federico Cassano, Jiawei Liu, Yifeng Ding, Naman Jain, Zachary Mueller, Harm de Vries, Leandro von Werra, Arjun Guha, Lingming Zhang

专题命中代码生成：code generation(title)；分类 cs.SE、cs.CL、cs.LG

Comments Accepted to NeurIPS 2024

2409.17270 2024-10-24 cs.AI cs.CL cs.LG cs.LO cs.NE 78%

Proof of Thought : Neurosymbolic Program Synthesis allows Robust and Interpretable Reasoning

Debargha Ganguly, Srinivasan Iyengar, Vipin Chaudhary, Shivkumar Kalyanaraman

专题命中代码生成：program synthesis(title)；分类 cs.CL、cs.AI、cs.LG

Comments 38th Conference on Neural Information Processing Systems (NeurIPS 2024) System 2 Reasoning At Scale Workshop

2405.10250 2024-10-10 cs.HC 78%

IntelliExplain: Enhancing Conversational Code Generation for Non-Professional Programmers

Hao Yan, Thomas D. Latoza, Ziyu Yao

专题命中代码生成：code generation(title,abstract)

2310.02304 2024-08-19 cs.CL cs.AI cs.LG stat.ML 78%

Self-Taught Optimizer (STOP): Recursively Self-Improving Code Generation

Eric Zelikman, Eliana Lorch, Lester Mackey, Adam Tauman Kalai

专题命中代码生成：code generation(title)；分类 cs.CL、cs.AI、cs.LG

Comments Published as a conference paper at COLM 2024

2404.16333 2024-08-15 cs.SE cs.AI cs.PL 78%

AI Coders Are Among Us: Rethinking Programming Language Grammar Towards Efficient Code Generation

Zhensu Sun, Xiaoning Du, Zhou Yang, Li Li, David Lo

专题命中代码生成：code generation(title)；分类 cs.SE、cs.AI、cs.PL

Comments Accepted by ISSTA'24

2204.14242 2024-08-08 cs.DC 78%

Analytical Performance Estimation during Code Generation on Modern GPUs

Dominik Ernst, Markus Holzer, Georg Hager, Matthias Knorr, Gerhard Wellein

专题命中代码生成：code generation(title,abstract)

Comments arXiv admin note: substantial text overlap with arXiv:2107.01143

2107.01143 2024-08-08 cs.PF 78%

Opening the Black Box: Performance Estimation during Code Generation for GPUs

Dominik Ernst, Georg Hager, Markus Holzer, Matthias Knorr, Gerhard Wellein

专题命中代码生成：code generation(title,abstract)

2402.09497 2024-07-15 cs.CR cs.AI cs.LG cs.SE 78%

Instruction Tuning for Secure Code Generation

Jingxuan He, Mark Vero, Gabriela Krasnopolska, Martin Vechev

专题命中代码生成：code generation(title)；分类 cs.SE、cs.AI、cs.LG

2406.15976 2024-06-25 cs.NE 78%

Effective Adaptive Mutation Rates for Program Synthesis

Andrew Ni, Lee Spector

专题命中代码生成：program synthesis(title,abstract)

Comments 12 pages, 4 figures. Accepted at GECCO'24

2403.08063 2024-05-07 cs.CE 78%

Towards Code Generation for Octree-Based Multigrid Solvers

Richard Angersbach, Sebastian Kuckuck, Harald Köstler

专题命中代码生成：code generation(title,abstract)

2405.01556 2024-05-06 cs.SE cs.AI cs.CL 78%

Semantically Aligned Question and Code Generation for Automated Insight Generation

Ananya Singha, Bhavya Chopra, Anirudh Khatry, Sumit Gulwani, Austin Z. Henley, Vu Le, Chris Parnin, Mukul Singh, Gust Verbruggen

专题命中代码生成：code generation(title)；分类 cs.SE、cs.CL、cs.AI

2311.16733 2024-04-24 cs.SE cs.AI cs.CL 78%

LLMs for Science: Usage for Code Generation and Data Analysis

Mohamed Nejjar, Luca Zacharias, Fabian Stiehle, Ingo Weber

专题命中代码生成：code generation(title)；分类 cs.SE、cs.CL、cs.AI

Comments Accepted (ICSSP Special Issue in Journal of Software Evolution and Process); In Print

2404.09249 2024-04-16 cs.SE cs.CL cs.LG 78%

Test Code Generation for Telecom Software Systems using Two-Stage Generative Model

Mohamad Nabeel, Doumitrou Daniil Nimara, Tahar Zanouda

专题命中代码生成：code generation(title)；分类 cs.SE、cs.CL、cs.LG

Comments 6 pages, 5 figures, Accepted at 1st Workshop on The Impact of Large Language Models on 6G Networks - IEEE International Conference on Communications (ICC) 2024

2404.04627 2024-04-09 cs.CV 78%

Self-Training Large Language Models for Improved Visual Program Synthesis With Visual Reinforcement

Zaid Khan, Vijay Kumar BG, Samuel Schulter, Yun Fu, Manmohan Chandraker

专题命中代码生成：program synthesis(title,abstract)

Comments CVPR 2024

2403.15878 2024-03-26 cs.CV 78%

Diffusion-based Aesthetic QR Code Generation via Scanning-Robust Perceptual Guidance

Jia-Wei Liao, Winston Wang, Tzu-Sian Wang, Li-Xuan Peng, Cheng-Fu Chou, Jun-Cheng Chen

专题命中代码生成：code generation(title,abstract)

2402.18962 2024-03-01 cs.LO 78%

Program Synthesis in Saturation

Petra Hozzová, Laura Kovács, Chase Norman, Andrei Voronkov

专题命中代码生成：program synthesis(title,abstract)

Comments 23 pages; this is an extended version of the published paper

Journal ref Automated Deduction - CADE 29. CADE 2023. Lecture Notes in Computer Science, vol 14132. Springer, Cham

2311.15960 2024-02-12 cs.LG cs.AI cs.PL cs.RO 78%

Program Machine Policy: Addressing Long-Horizon Tasks by Integrating Program Synthesis and State Machines

Yu-An Lin, Chen-Tao Lee, Guan-Ting Liu, Pu-Jen Cheng, Shao-Hua Sun

专题命中代码生成：program synthesis(title)；分类 cs.AI、cs.LG、cs.PL

1. 代码生成 4127 篇

LTLCodeGen: Code Generation of Syntactically Correct Temporal Logic for Robot Task Planning

Enhancing LLM-based Quantum Code Generation with Multi-Agent Optimization and Quantum Error Correction

Matrix-Free Methods for Finite-Strain Elasticity: Automatic Code Generation with No Performance Overhead

Code generation for solving and differentiating through convex optimization problems

From Code Generation to Software Testing: AI Copilot with Context-Based RAG

BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions

Ramp Up NTT in Record Time using GPU-Accelerated Algorithms and LLM-based Code Generation

DiffQRCoder: Diffusion-based Aesthetic QR Code Generation with Scanning Robustness Guided Iterative Refinement

Fully-Automated Code Generation for Efficient Computation of Sparse Matrix Permanents on GPUs

Robotic Programmer: Video Instructed Policy Code Generation for Robotic Manipulation

Optimizing AI-Assisted Code Generation

RTL-Breaker: Assessing the Security of LLMs against Backdoor Attacks on HDL Code Generation

Code generation and runtime techniques for enabling data-efficient deep learning training on GPUs

SelfCodeAlign: Self-Alignment for Code Generation

Proof of Thought : Neurosymbolic Program Synthesis allows Robust and Interpretable Reasoning

IntelliExplain: Enhancing Conversational Code Generation for Non-Professional Programmers

Self-Taught Optimizer (STOP): Recursively Self-Improving Code Generation

AI Coders Are Among Us: Rethinking Programming Language Grammar Towards Efficient Code Generation

Analytical Performance Estimation during Code Generation on Modern GPUs

Opening the Black Box: Performance Estimation during Code Generation for GPUs

Instruction Tuning for Secure Code Generation

Effective Adaptive Mutation Rates for Program Synthesis

Towards Code Generation for Octree-Based Multigrid Solvers

Semantically Aligned Question and Code Generation for Automated Insight Generation

LLMs for Science: Usage for Code Generation and Data Analysis

Test Code Generation for Telecom Software Systems using Two-Stage Generative Model

Self-Training Large Language Models for Improved Visual Program Synthesis With Visual Reinforcement

Diffusion-based Aesthetic QR Code Generation via Scanning-Robust Perceptual Guidance

Program Synthesis in Saturation

Program Machine Policy: Addressing Long-Horizon Tasks by Integrating Program Synthesis and State Machines