代码大模型 / AI 编程

Automating Code Generation for Semiconductor Equipment Control from Developer Utterances with LLMs

Youngkyoung Kim, Sanghyeok Park, Misoo Kim, Gangho Yoon, Eunseok Lee, Simon S. Woo

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

GPT-4.1 Sets the Standard in Automated Experiment Design Using Novel Python Libraries

Nuno Fachada, Daniel Fernandes, Carlos M. Fernandes, Bruno D. Ferreira-Saraiva, João P. Matos-Carvalho

机构 * Copelabs, Lusófona University（Copelabs与卢斯奥法纳大学） ； Center of Technology and Systems (UNINOVA-CTS) and Associated Lab of Intelligent Systems (LASI)（技术与系统中心（UNINOVA-CTS）及智能系统关联实验室） ； CICANT, Lusófona University（CICANT与卢斯奥法纳大学） 纠错

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

Comments The peer-reviewed version of this paper is published in Future Internet at https://doi.org/10.3390/fi17090412. This version is typeset by the author and differs only in pagination and typographical detail

Journal ref Future Internet. 2025; 17(9):412

Jailbreaking Large Language Models Through Content Concretization

Johan Wahréus, Ahmed Hussain, Panos Papadimitratos

机构 * Networked Systems Security (NSS) Group（网络系统安全组） ； KTH Royal Institute of Technology（皇家理工学院） 纠错

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

Comments Accepted for presentation in the Conference on Game Theory and AI for Security (GameSec) 2025

From Understanding to Generation: An Efficient Shortcut for Evaluating Language Models

Viktor Hangya, Fabian Küch, Darina Gold

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

Comments Accepted to EMNLP 2025 (Main Conference)

Unlocking the Potential of Past Research: Using Generative AI to Reconstruct Healthcare Simulation Models

Thomas Monks, Alison Harper, Amy Heather

机构 * University of Exeter Medical School（埃克塞特大学医学院） ； Centre for Simulation, Analytics and Modelling (CSAM)（模拟、分析与建模中心） ； University of Exeter Business School（埃克塞特大学商学院） 纠错

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

Journal ref Journal of the Operational Research Society (2025) September. pp 1-24

Ungar -- A C++ Framework for Real-Time Optimal Control Using Template Metaprogramming

Flavio De Vincenti, Stelian Coros

专题命中 代码生成 ：code generation(abstract)

Comments 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). 7 pages, 2 figures. Library available at https://github.com/fdevinc/ungar. Presentation available at https://www.youtube.com/watch?v=iKQ6felf45k

DPCheatSheet: Using Worked and Erroneous LLM-usage Examples to Scaffold Differential Privacy Implementation

Shao-Yu Chu, Yuhe Tian, Yu-Xiang Wang, Haojian Jin

专题命中 代码生成 ：code generation(abstract)

Self-supervised transformer-based pre-training method with General Plant Infection dataset

Zhengle Wang, Ruifeng Wang, Minjuan Wang, Tianyun Lai, Man Zhang

机构 * Key Laboratory of Smart Agriculture Systems, Ministry of Education, China Agricultural University（智能农业系统重点实验室，教育部，中国农业大学） ； College of Engineering, China Agricultural University（工程学院，中国农业大学） ； College of Economics and Management, China Agricultural University（经济管理学院，中国农业大学） ； College of Information and Electrical Engineering, China Agricultural University（信息与电气工程学院，中国农业大学） 纠错

专题命中 软件智能体 ：repository(abstract)

Comments 14 pages, 5 figures, 4 tables, 3 formulas

Evaluating Large Language Models for Functional and Maintainable Code in Industrial Settings: A Case Study at ASML

Yash Mundhra, Max Valk, Maliheh Izadi

机构 * Delft University of Technology（代尔夫特理工大学） ； ASML（ASML公司） 纠错

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

Comments Accepted in the 40th IEEE/ACM International Conference on Automated Software Engineering, ASE 2025 (Industry track)

A Systematic Evaluation of Parameter-Efficient Fine-Tuning Methods for the Security of Code LLMs

Kiho Lee, Jungkon Kim, Doowon Kim, Hyoungshick Kim

机构 * Samsung Research（三星研究院） ； University of Tennessee, Knoxville（田纳西大学 Knoxville分校） ； Sungkyunkwan University（成均馆大学） 纠错

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

Comments 25 pages

Why Stop at One Error? Benchmarking LLMs as Data Science Code Debuggers for Multi-Hop and Multi-Bug Errors

Zhiyu Yang, Shuo Wang, Yukun Yan, Yang Deng

机构 * Singapore Management University（新加坡管理大学） ； Tsinghua University（清华大学） 纠错

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

Comments Accepted at EMNLP 2025 Main, Oral

A Statistical Benchmark for Diffusion Posterior Sampling Algorithms

Martin Zach, Youssef Haouchat, Michael Unser

专题命中 代码评测 ：repository(abstract)

Prompt Commons: Collective Prompting as Governance for Urban AI

Rashid Mushkani

专题命中 代码评测 ：repository(abstract)

An advanced fully-implicit solver for heterogeneous porous media based on foam-extend

Roberto Lange, Gabriel M. Magalhães, Franciane F. Rocha, Hélio R. Neto

专题命中 仓库级理解 ：repository(abstract)

Comments 42 pages, 12 figures

The Fejér-Dirichlet Lift: Entire Functions and $ζ$-Factorization Identities

Sebastian Fuchs

专题命中 仓库级理解 ：repository(abstract)

Comments 58 pages, 13 figures