代码大模型 / AI 编程

AI Agentic Programming: A Survey of Techniques, Challenges, and Opportunities

Huanting Wang, Jingzhi Gong, Huawei Zhang, Jie Xu, Zheng Wang

专题命中 代码生成 ：code generation(abstract)；coding agent(abstract)；分类 cs.SE

Kolb-Based Experiential Learning for Generalist Agents with Human-Level Kaggle Data Science Performance

Antoine Grosnit, Alexandre Maraval, Refinath S N, Zichao Zhao, James Doran, Giuseppe Paolo, Albert Thomas, Jonas Gonzalez, Abhineet Kumar, Khyati Khandelwal, Abdelhakim Benechehab, Hamza Cherkaoui, Youssef Attia El-Hili, Kun Shao, Jianye Hao, Jun Yao, Balázs Kégl, Haitham Bou-Ammar, Jun Wang

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

When the Code Autopilot Breaks: Why LLMs Falter in Embedded Machine Learning

Roberto Morabito, Guanghan Wu

机构 * University of Helsinki（赫尔辛基大学） 纠错

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

Comments This paper has been accepted for publication in Computer (IEEE). Upon publication, the copyright will be transferred to IEEE

CCCI: Code Completion with Contextual Information for Complex Data Transfer Tasks Using Large Language Models

Hangzhan Jin, Mohammad Hamdaqa

机构 * PolyTechnique Montréal（蒙特利尔理工学院） 纠错

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

Comments The 29th International Conference on Evaluation and Assessment in Software Engineering

Journal ref The 29th International Conference on Evaluation and Assessment in Software Engineering (EASE 2025)

Code with Me or for Me? How Increasing AI Automation Transforms Developer Workflows

Valerie Chen, Ameet Talwalkar, Robert Brennan, Graham Neubig

专题命中 代码生成 ：coding agent(abstract)；分类 cs.SE

GAPrune: Gradient-Alignment Pruning for Domain-Aware Embeddings

Yixuan Tang, Yi Yang

机构 * The Hong Kong University of Science and Technology（香港科学与技术大学） 纠错

专题命中 软件智能体 ：coding agent(abstract)；分类 cs.CL

Comments https://github.com/yixuantt/GAPrune

GitTaskBench: A Benchmark for Code Agents Solving Real-World Tasks Through Code Repository Leveraging

Ziyi Ni, Huacan Wang, Shuo Zhang, Shuo Lu, Ziyang He, Wang You, Zhenheng Tang, Yuntao Du, Bill Sun, Hongzhang Liu, Sen Hu, Ronghao Chen, Bo Li, Xin Li, Chen Hu, Binxing Jiao, Daxin Jiang, Pin Lyu

机构 * UCAS（中国科学技术大学） ； CASIA（中国科学院自动化研究所） ； BUPT（北京理工大学） ； NUS（新加坡国立大学） ； StepFun ； HKUST（香港理工大学） ； SDU（山东大学） ； PINAI ； USYD（悉尼大学） ； PKU（北京大学） ； USTC（中国科学技术大学） 纠错

专题命中 代码评测 ：repository(title,abstract)；分类 cs.SE、cs.AI

Comments Highly practical, Well-motivated, Actionable

TeXpert: A Multi-Level Benchmark for Evaluating LaTeX Code Generation by LLMs

Sahil Kale, Vijaykant Nadadur

机构 * Knowledgeverse AI（知识verse AI） 纠错

专题命中 代码评测 ：code generation(title)；分类 cs.CL、cs.AI

Comments Accepted to the SDProc Workshop @ ACL 2025

Journal ref Proceedings of the Fifth Workshop on Scholarly Document Processing (SDP 2025), pages 7-16, 2025

SearchInstruct: Enhancing Domain Adaptation via Retrieval-Based Instruction Dataset Creation

Iman Barati, Mostafa Amiri, Heshaam Faili

机构 * Iran University of Science and Technology（伊朗科学技术大学） ； University of Tehran（塔里哈大学） 纠错

专题命中 代码评测 ：repository(abstract)；分类 cs.CL

UniPar: A Unified LLM-Based Framework for Parallel and Accelerated Code Translation in HPC

Tomer Bitan, Tal Kadosh, Erel Kaplan, Shira Meiri, Le Chen, Peter Morales, Niranjan Hasabnis, Gal Oren

专题命中 代码评测 ：repository(abstract)

Comments Accepted to IEEE HPEC conference 2025. 9 pages, incl references

ANROT-HELANet: Adverserially and Naturally Robust Attention-Based Aggregation Network via The Hellinger Distance for Few-Shot Classification

Gao Yu Lee, Tanmoy Dam, Md Meftahul Ferdaus, Daniel Puiu Poenar, Vu N. Duong

机构 * School of Electrical and Electronic Engineering, Nanyang Technological University（南洋理工大学电子与电气工程学院） ； SAAB-NTU Joint Lab, School of Mechanical and Aerospace Engineering, Nanyang Technological University（南洋理工大学机械与航空航天工程学院） ； Department of Computer Science, The University of New Orleans（新奥尔良大学计算机科学系） ； Air Traffic Management Research Institute, School of Mechanical and Aerospace Engineering, Nanyang Technological University（南洋理工大学机械与航空航天工程学院） 纠错

专题命中 代码评测 ：repository(abstract)

Comments Preprint version. The manuscript has been submitted to a journal. All changes will be transferred to the final version if accepted. Also an erratum: In Figure 10 and 11, the $ε= 0.005$ value should be $ε= 0.05$

UserTrace: User-Level Requirements Generation and Traceability Recovery from Software Project Repositories

Dongming Jin, Zhi Jin, Yiran Zhang, Zheng Fang, Linyu Li, Yuanpeng He, Xiaohong Chen, Weisong Sun

专题命中 仓库级理解 ：repository(abstract)；分类 cs.SE

Comments 21page, 5 figures

Large Language Models for Multi-Robot Systems: A Survey

Peihan Li, Zijian An, Shams Abrar, Lifeng Zhou

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI

A filter-dependent granular temperature model from large-scale CFD-DEM data

Lee Rosenberg, William Fullmer, Sarah Beetham

专题命中 仓库级理解 ：repository(abstract)