AI Agent - arXivDaily 专题

2504.10046 2025-11-19 cs.SE 79%

GraphCodeAgent: Dual Graph-Guided LLM Agent for Retrieval-Augmented Repo-Level Code Generation

Jia Li, Xianjie Shi, Kechi Zhang, Ge Li, Zhi Jin, Lei Li, Huangzhao Zhang, Jia Li, Fang Liu, Yuwei Zhang, Zhengwei Tao, Yihong Dong, Yuqi Zhu, Chongyang Tao

专题命中软件智能体：agent(title,abstract)；分类 cs.SE

2511.07748 2025-11-12 cs.CV cs.AI 79%

Auto-US: An Ultrasound Video Diagnosis Agent Using Video Classification Framework and LLMs

Yuezhe Yang, Yiyue Guo, Wenjie Cai, Qingqing Ruan, Siying Wang, Xingbo Dong, Zhe Jin, Yong Dai

机构 * The Anhui Provincial International Joint Research Center for Advanced Technology in Medical Imaging（安徽省级国际联合先进技术医学影像研究中心）； Anhui University（安徽大学）； School of First Clinical Medicine（第一临床医学院）； Anhui University of Science and Technology（安徽理工大学）； School of Medicine（医学院）； The First Hospital（第一医院）

专题命中软件智能体：agent(title,abstract)；分类 cs.AI

Comments Under Review

2510.02609 2025-11-12 cs.SE 79%

RedCodeAgent: Automatic Red-teaming Agent against Diverse Code Agents

Chengquan Guo, Chulin Xie, Yu Yang, Zhaorun Chen, Zinan Lin, Xander Davies, Yarin Gal, Dawn Song, Bo Li

专题命中软件智能体：agent(title,abstract)；分类 cs.SE

2511.00872 2025-11-04 cs.SE 79%

A Comprehensive Empirical Evaluation of Agent Frameworks on Code-centric Software Engineering Tasks

Zhuowen Yin, Cuifeng Gao, Chunsong Fan, Wenzhang Yang, Yinxing Xue, Lijun Zhang

专题命中软件智能体：agent(title,abstract)；分类 cs.SE

2511.00517 2025-11-04 cs.SE 79%

Issue-Oriented Agent-Based Framework for Automated Review Comment Generation

Shuochuan Li, Dong Wang, Patanamon Thongtanunam, Zan Wang, Jiuqiao Yu, Junjie Chen

专题命中软件智能体：agent(title,abstract)；分类 cs.SE

2511.00450 2025-11-04 cs.SE 79%

SmartDoc: A Context-Aware Agentic Method Comment Generation Plugin

Vahid Etemadi, Gregorio Robles

专题命中软件智能体：agentic(title)；agent(abstract)；分类 cs.SE

Comments 6 pages, Already submitted to The 3rd International Workshop on Integrated Development Environments (the IDE Workshop)

2510.26328 2025-10-31 cs.LG 79%

Agent Skills Enable a New Class of Realistic and Trivially Simple Prompt Injections

David Schmotz, Sahar Abdelnabi, Maksym Andriushchenko

机构 * ELLIS Institute Tübingen（图宾根ELLIS研究所）； MPI for Intelligent Systems Tübingen（图宾根智能系统研究所）； AI Center（人工智能中心）

专题命中软件智能体：agent(title,abstract)；分类 cs.LG

2510.25813 2025-10-31 cs.AI 79%

An Agentic Framework for Rapid Deployment of Edge AI Solutions in Industry 5.0

Jorge Martinez-Gil, Mario Pichler, Nefeli Bountouni, Sotiris Koussouris, Marielena Márquez Barreiro, Sergio Gusmeroli

机构 * Software Competence Center Hagenberg GmbH（软件能力中心哈根贝格有限公司）； SUITE5 ； Gradiant ； Politecnico di Milano（米兰理工大学）

专题命中软件智能体：agentic(title)；agent(abstract)；分类 cs.AI

2510.21614 2025-10-30 cs.AI 79%

Huxley-Gödel Machine: Human-Level Coding Agent Development by an Approximation of the Optimal Self-Improving Machine

Wenyi Wang, Piotr Piękos, Li Nanbo, Firas Laakom, Yimeng Chen, Mateusz Ostaszewski, Mingchen Zhuge, Jürgen Schmidhuber

机构 * King Abdullah University of Science and Technology (KAUST)（国王 Abdullah 科学与技术大学）

专题命中软件智能体：agent(title,abstract)；分类 cs.AI

2505.03785 2025-10-15 cs.LG eess.IV 79%

mAIstro: an open-source multi-agentic system for automated end-to-end development of radiomics and deep learning models for medical imaging

Eleftherios Tzanis, Michail E. Klontzas

专题命中软件智能体：agentic(title,abstract)；分类 cs.LG

Journal ref Eur. J. Radiol. Artif. Intell. 2025; 4, 100044

2510.11076 2025-10-14 cs.SE 79%

DebugTA: An LLM-Based Agent for Simplifying Debugging and Teaching in Programming Education

Lingyue Fu, Haowei Yuan, Datong Chen, Xinyi Dai, Qingyao Li, Weinan Zhang, Weiwen Liu, Yong Yu

专题命中软件智能体：agent(title,abstract)；分类 cs.SE

2507.01315 2025-10-07 cs.SE 79%

Wired for Reuse: Automating Context-Aware Code Adaptation in IDEs via LLM-Based Agent

Taiming Wang, Yanjie Jiang, Chunhao Dong, Yuxia Zhang, Hui Liu

专题命中软件智能体：agent(title,abstract)；分类 cs.SE

Comments Accepted by ASE2025

2510.00967 2025-10-02 cs.AI quant-ph 79%

QUASAR: Quantum Assembly Code Generation Using Tool-Augmented LLMs via Agentic RL

Cong Yu, Valter Uotila, Shilong Deng, Qingyuan Wu, Tuo Shi, Songlin Jiang, Lei You, Bo Zhao

机构 * Aalto University（阿alto大学）； University of Helsinki（赫尔辛基大学）； University of Liverpool（利物浦大学）； University of Southampton（南安普顿大学）； Technical University of Denmark（丹麦技术大学）

专题命中软件智能体：agentic(title,abstract)；分类 cs.AI

2509.26110 2025-10-01 cs.SE astro-ph.IM 79%

Agent-based code generation for the Gammapy framework

Dmitriy Kostunin, Vladimir Sotnikov, Sergo Golovachev, Abhay Mehta, Tim Lukas Holch, Elisa Jones

专题命中软件智能体：agent(title,abstract)；分类 cs.SE

Comments ICRC2025 proceedings PoS(ICRC2025)753

2406.17962 2025-09-17 cs.CL 79%

Crafting Customisable Characters with LLMs: A Persona-Driven Role-Playing Agent Framework

Bohao Yang, Dong Liu, Chenghao Xiao, Kun Zhao, Chen Tang, Chao Li, Lin Yuan, Guang Yang, Chenghua Lin

机构 * The University of Manchester（曼彻斯特大学）； Tencent Timi Studio（腾讯TIMI工作室）； Durham University（杜伦大学）； University of Pittsburgh（匹兹堡大学）； University of Surrey（萨里大学）

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

Comments EMNLP 2025 Findings

2506.15695 2025-09-01 cs.LG 79%

SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models

Xinxing Ren, Qianbo Zang, Zekun Guo

机构 * Brunel University of London（伦敦布鲁内尔大学）； SnT, Université du Luxembourg（卢森堡大学SnT分校）； University of Hull（霍尔姆斯大学）

专题命中软件智能体：agentic(title)；agent(abstract)；分类 cs.LG

2505.21425 2025-08-13 cs.SE 79%

GUARD:Dual-Agent based Backdoor Defense on Chain-of-Thought in Neural Code Generation

Naizhu Jin, Zhong Li, Tian Zhang, Qingkai Zeng

专题命中软件智能体：agent(title,abstract)；分类 cs.SE

Comments Accepted by SEKE 2025

2507.19725 2025-07-29 cs.AI 79%

Minding Motivation: The Effect of Intrinsic Motivation on Agent Behaviors

Leonardo Villalobos-Arias, Grant Forbes, Jianxun Wang, David L Roberts, Arnav Jhala

机构 * University of Costa Rica（哥斯达黎加大学）

专题命中软件智能体：agent(title,abstract)；分类 cs.AI

Comments 11 pages, 7 figures, 3 tables

2507.16037 2025-07-23 cs.SE 79%

A Pilot Study on LLM-Based Agentic Translation from Android to iOS: Pitfalls and Insights

Zhili Zeng, Kimya Khakzad Shahandashti, Alvine Boaye Belle, Song Wang, Zhen Ming, Jiang

专题命中软件智能体：agentic(title,abstract)；分类 cs.SE

2507.13413 2025-07-21 cs.LG 79%

LightAutoDS-Tab: Multi-AutoML Agentic System for Tabular Data

Aleksey Lapin, Igor Hromov, Stanislav Chumakov, Mile Mitrovic, Dmitry Simakov, Nikolay O. Nikitin, Andrey V. Savchenko

机构 * Sber AI Lab（Sber AI实验室）； ITMO University（ITMO大学）

专题命中软件智能体：agentic(title,abstract)；分类 cs.LG

Comments 11 pages, 2 figures

2412.05366 2025-06-23 cs.SE 79%

ExploraCoder: Advancing code generation for multiple unseen APIs via planning and chained exploration

Yunkun Wang, Yue Zhang, Zhen Qin, Chen Zhi, Binhua Li, Fei Huang, Yongbin Li, Shuiguang Deng

专题命中软件智能体：planning(title,abstract)；分类 cs.SE

2501.18160 2025-06-02 cs.SE cs.PL 79%

RepoAudit: An Autonomous LLM-Agent for Repository-Level Code Auditing

Jinyao Guo, Chengpeng Wang, Xiangzhe Xu, Zian Su, Xiangyu Zhang

专题命中软件智能体：agent(title,abstract)；分类 cs.SE

Comments 18 pages, 11 tables, 6 figures, 3 listings

2412.12000 2025-05-26 cs.AI 79%

CP-Guard: Malicious Agent Detection and Defense in Collaborative Bird's Eye View Perception

Senkang Hu, Yihang Tao, Guowen Xu, Yiqin Deng, Xianhao Chen, Yuguang Fang, Sam Kwong

专题命中软件智能体：agent(title,abstract)；分类 cs.AI

Comments Accepted by AAAI'25

2505.12628 2025-05-20 cs.LG 79%

Dual-Agent Reinforcement Learning for Automated Feature Generation

Wanfu Gao, Zengyao Man, Hanlin Pan, Kunpeng Liu

机构 * College of Computer Science and Technology, Jilin University（吉林大学计算机科学与技术学院）； Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University（教育部符号计算与知识工程重点实验室）； Department of Computer Science, Portland State University（波特兰州立大学计算机科学系）

专题命中软件智能体：agent(title,abstract)；分类 cs.LG

2504.19298 2025-04-29 cs.CL 79%

AndroidGen: Building an Android Language Agent under Data Scarcity

Hanyu Lai, Junjie Gao, Xiao Liu, Yifan Xu, Shudan Zhang, Yuxiao Dong, Jie Tang

机构 * Tsinghua University（清华大学）； Zhipu AI（智谱AI）

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

2504.14482 2025-04-22 cs.CL cs.SD 79%

DialogueAgents: A Hybrid Agent-Based Speech Synthesis Framework for Multi-Party Dialogue

Xiang Li, Duyi Pan, Hongru Xiao, Jiale Han, Jing Tang, Jiabao Ma, Wei Wang, Bo Cheng

机构 * State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications（网络与交换技术国家重点实验室，北京邮电大学）； Department of Computer Science and Engineering, Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州）计算机科学与工程系）； Hong Kong University of Science and Technology（香港科技大学）

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

Comments Accepted by ICME 2025. Dataset and code are publicly available: [https://github.com/uirlx/DialogueAgents](https://github.com/uirlx/DialogueAgents)

2504.02489 2025-04-04 cs.AI 79%

The Self-Learning Agent with a Progressive Neural Network Integrated Transformer

Ajay Sivakumar, Shalini, Vasantha Raj, Sebastian Sylvester

专题命中软件智能体：agent(title,abstract)；分类 cs.AI

Comments 7 pages, 2 figures, focuses on continual learning with PNN and LLaMA. Experiments demonstrate scalability and lifelong learning capabilities

2503.14713 2025-03-20 cs.SE 79%

TestForge: Feedback-Driven, Agentic Test Suite Generation

Kush Jain, Claire Le Goues

专题命中软件智能体：agentic(title,abstract)；分类 cs.SE

2503.12217 2025-03-18 cs.CR cs.LG 79%

TFHE-Coder: Evaluating LLM-agentic Fully Homomorphic Encryption Code Generation

Mayank Kumar, Jiaqi Xue, Mengxin Zheng, Qian Lou

专题命中软件智能体：agentic(title,abstract)；分类 cs.LG

Comments 8 pages, 7 figures

2502.18298 2025-02-26 cs.MA cs.AI cs.SY eess.SY stat.AP 79%

Smart and Efficient IoT-Based Irrigation System Design: Utilizing a Hybrid Agent-Based and System Dynamics Approach

Taha Ahmadi Pargo, Mohsen Akbarpour Shirazi, Dawud Fadai

专题命中软件智能体：agent(title,abstract)；分类 cs.AI

Comments 50 pages, 22 figures

1. 软件智能体 3244 篇

GraphCodeAgent: Dual Graph-Guided LLM Agent for Retrieval-Augmented Repo-Level Code Generation

Auto-US: An Ultrasound Video Diagnosis Agent Using Video Classification Framework and LLMs

RedCodeAgent: Automatic Red-teaming Agent against Diverse Code Agents

A Comprehensive Empirical Evaluation of Agent Frameworks on Code-centric Software Engineering Tasks

Issue-Oriented Agent-Based Framework for Automated Review Comment Generation

SmartDoc: A Context-Aware Agentic Method Comment Generation Plugin

Agent Skills Enable a New Class of Realistic and Trivially Simple Prompt Injections

An Agentic Framework for Rapid Deployment of Edge AI Solutions in Industry 5.0

Huxley-Gödel Machine: Human-Level Coding Agent Development by an Approximation of the Optimal Self-Improving Machine

mAIstro: an open-source multi-agentic system for automated end-to-end development of radiomics and deep learning models for medical imaging

DebugTA: An LLM-Based Agent for Simplifying Debugging and Teaching in Programming Education

Wired for Reuse: Automating Context-Aware Code Adaptation in IDEs via LLM-Based Agent

QUASAR: Quantum Assembly Code Generation Using Tool-Augmented LLMs via Agentic RL

Agent-based code generation for the Gammapy framework

Crafting Customisable Characters with LLMs: A Persona-Driven Role-Playing Agent Framework

SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models

GUARD:Dual-Agent based Backdoor Defense on Chain-of-Thought in Neural Code Generation

Minding Motivation: The Effect of Intrinsic Motivation on Agent Behaviors

A Pilot Study on LLM-Based Agentic Translation from Android to iOS: Pitfalls and Insights

LightAutoDS-Tab: Multi-AutoML Agentic System for Tabular Data

ExploraCoder: Advancing code generation for multiple unseen APIs via planning and chained exploration

RepoAudit: An Autonomous LLM-Agent for Repository-Level Code Auditing

CP-Guard: Malicious Agent Detection and Defense in Collaborative Bird's Eye View Perception

Dual-Agent Reinforcement Learning for Automated Feature Generation

AndroidGen: Building an Android Language Agent under Data Scarcity

DialogueAgents: A Hybrid Agent-Based Speech Synthesis Framework for Multi-Party Dialogue

The Self-Learning Agent with a Progressive Neural Network Integrated Transformer

TestForge: Feedback-Driven, Agentic Test Suite Generation

TFHE-Coder: Evaluating LLM-agentic Fully Homomorphic Encryption Code Generation

Smart and Efficient IoT-Based Irrigation System Design: Utilizing a Hybrid Agent-Based and System Dynamics Approach