AI Agent

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 软件智能体 ：agent(abstract)；agentic(abstract)；分类 cs.SE

Accelerating Latency-Critical Applications with AI-Powered Semi-Automatic Fine-Grained Parallelization on SMT Processors

Denis Los, Igor Petushkov

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

Journal ref International Journal of Open Information Technologies, vol. 13, no. 9, pp. 129-134, 2025

Automatic Curriculum Design for Zero-Shot Human-AI Coordination

Won-Sang You, Tae-Gwan Ha, Seo-Young Lee, Kyung-Joong Kim

机构 * Department of AI Convergence, Gwangju Institute of Science and Technology（人工智能融合系，全州科学技术研究院） ； School of Integrated Technology, Gwangju Institute of Science and Technology（整合技术学院，全州科学技术研究院） 纠错

专题命中 软件智能体 ：agent(abstract)；multi-agent(abstract)；分类 cs.AI

Journal ref IEEE Access 13 (2025) 143606-143617

Is It Time To Treat Prompts As Code? A Multi-Use Case Study For Prompt Optimization Using DSPy

Francisca Lemos, Victor Alves, Filipa Ferraz

机构 * ALGORITMI Research Centre/LASI, University of Minho, Braga, 4710-057, Portugal（ALGORITMI研究中心/LASI，明霍大学，布拉加，4710-057，葡萄牙） 纠错

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

Comments 20 pages with 1 figure

Enhancing COBOL Code Explanations: A Multi-Agents Approach Using Large Language Models

Fangjian Lei, Jiawen Liu, Shayan Noei, Ying Zou, Derek Truong, William Alexander

专题命中 软件智能体 ：agent(abstract)；multi-agent(abstract)；分类 cs.SE

Threat Modeling for AI: The Case for an Asset-Centric Approach

Jose Sanchez Vicarte, Marcin Spoczynski, Mostafa Elsaid

机构 * Intel Security Research（英特尔安全研究） ； Intel Labs（英特尔实验室） 纠错

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

Adversarial Reasoning for Repair Based on Inferred Program Intent

He Ye, Aidan Z. H. Yang, Chang Hu, Yanlin Wang, Tao Zhang, Claire Le Goues

专题命中 软件智能体 ：agent(abstract)；multi-agent(abstract)；分类 cs.SE

Resource Allocation for Twin Maintenance and Computing Task Processing in Digital Twin Vehicular Edge Computing Network

Yu Xie, Qiong Wu, Pingyi Fan, Nan Cheng, Wen Chen, Jiangzhou Wang, Khaled B. Letaief

机构 * School of Internet of Things Engineering, Jiangnan University（江南大学物联网工程学院） ； School of Information Engineering, Jiangxi Provincial Key Laboratory of Advanced Signal Processing and Intelligent Communications, Nanchang University（江西省先进信号处理与智能通信重点实验室信息工程学院） ； Department of Electronic Engineering, State Key Laboratory of Space Network and Communications, and the Beijing National Research Center for Information Science and Technology, Tsinghua University（电子工程系、空间网络与通信国家重点实验室及北京信息科学与技术国家研究中心、清华大学） ； State Key Lab. of ISN and School of Telecommunications Engineering, Xidian University（信息与通信工程学院、西安电子科技大学信息与通信系统国家重点实验室） ； Department of Electronic Engineering, Shanghai JiaoTong University（电子工程系、上海交通大学） ； School of Information Science and Engineering, Southeast University（信息科学与工程学院、东南大学） 纠错

专题命中 软件智能体 ：agent(abstract)；multi-agent(abstract)；分类 cs.LG

Comments This paper has been accepted by IEEE Internet of Things Journal. The source code has been released at:https://github.com/qiongwu86/Resource-allocation-for-twin-maintenance-and-computing-tasks-in-digital-twin-mobile-edge-network

GeoPandas-AI: A Smart Class Bringing LLM as Stateful AI Code Assistant

Gaspard Merten, Gilles Dejaegere, Mahmoud Sakr

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

Comments Submitted to ACM SIGSPATIAL 2025

Human-In-The-Loop Software Development Agents: Challenges and Future Directions

Jirat Pasuksmit, Wannita Takerngsaksiri, Patanamon Thongtanunam, Chakkrit Tantithamthavorn, Ruixiong Zhang, Shiyan Wang, Fan Jiang, Jing Li, Evan Cook, Kun Chen, Ming Wu

专题命中 软件智能体 ：agent(abstract)；multi-agent(abstract)；分类 cs.SE

Comments The International Conference on Mining Software Repositories (MSR) 2025, Industry track

SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement

Antonis Antoniades, Albert Örwall, Kexun Zhang, Yuxi Xie, Anirudh Goyal, William Wang

专题命中 软件智能体 ：agent(abstract)；multi-agent(abstract)；分类 cs.AI

Comments Main body: 10 pages, 5 figures. Appendix: 5 pages, 4 figures. Open-source codebase

Prompt Alchemy: Automatic Prompt Refinement for Enhancing Code Generation

Sixiang Ye, Zeyu Sun, Guoqing Wang, Liwei Guo, Qingyuan Liang, Zheng Li, Yong Liu

专题命中 软件智能体 ：agent(abstract)；multi-agent(abstract)；分类 cs.SE

Agents4PLC: Automating Closed-loop PLC Code Generation and Verification in Industrial Control Systems using LLM-based Agents

Zihan Liu, Ruinan Zeng, Dongxia Wang, Gengyun Peng, Jingyi Wang, Qiang Liu, Peiyu Liu, Wenhai Wang

专题命中 软件智能体 ：agent(abstract)；multi-agent(abstract)；分类 cs.SE

Comments 12 pages (references included), 6 figures and 3 tables. New version updated with fixed site and github repo and along with some minor adjustements

Fight Fire with Fire: How Much Can We Trust ChatGPT on Source Code-Related Tasks?

Xiao Yu, Lei Liu, Xing Hu, Jacky Wai Keung, Jin Liu, Xin Xia

专题命中 软件智能体 ：agent(abstract)；multi-agent(abstract)；分类 cs.SE

Two Heads Are Better Than One: Collaborative LLM Embodied Agents for Human-Robot Interaction

Mitchell Rosser, Marc. G Carmichael

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

Comments 9 pages, 10 figures

Agentless: Demystifying LLM-based Software Engineering Agents

Chunqiu Steven Xia, Yinlin Deng, Soren Dunn, Lingming Zhang

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

Fine-tuning LLMs for Autonomous Spacecraft Control: A Case Study Using Kerbal Space Program

Alejandro Carrasco, Victor Rodriguez-Fernandez, Richard Linares

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

Comments ESA SPAICE Conference 2024. arXiv admin note: text overlap with arXiv:2404.00413

CodeAgent: Autonomous Communicative Agents for Code Review

Xunzhu Tang, Kisub Kim, Yewei Song, Cedric Lothritz, Bei Li, Saad Ezzini, Haoye Tian, Jacques Klein, Tegawende F. Bissyande

专题命中 软件智能体 ：agent(abstract)；multi-agent(abstract)；分类 cs.SE

Tidal MerzA: Combining affective modelling and autonomous code generation through Reinforcement Learning

Elizabeth Wilson, György Fazekas, Geraint Wiggins

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

Here's Charlie! Realising the Semantic Web vision of Agents in the age of LLMs

Jesse Wright

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

Comments The 23rd International Semantic Web Conference, November 11--15, 2024, Hanover, MD - Posters and Demos track

Lemur: Harmonizing Natural Language and Code for Language Agents

Yiheng Xu, Hongjin Su, Chen Xing, Boyu Mi, Qian Liu, Weijia Shi, Binyuan Hui, Fan Zhou, Yitao Liu, Tianbao Xie, Zhoujun Cheng, Siheng Zhao, Lingpeng Kong, Bailin Wang, Caiming Xiong, Tao Yu

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

Comments ICLR 2024 Spotlight; https://github.com/OpenLemur/Lemur

LLMind: Orchestrating AI and IoT with LLM for Complex Task Execution

Hongwei Cui, Yuyang Du, Qun Yang, Yulin Shao, Soung Chang Liew

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

AllHands: Ask Me Anything on Large-scale Verbatim Feedback via Large Language Models

Chaoyun Zhang, Zicheng Ma, Yuhao Wu, Shilin He, Si Qin, Minghua Ma, Xiaoting Qin, Yu Kang, Yuyi Liang, Xiaoyu Gou, Yajie Xue, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang

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

Low-code LLM: Graphical User Interface over Large Language Models

Yuzhe Cai, Shaoguang Mao, Wenshan Wu, Zehua Wang, Yaobo Liang, Tao Ge, Chenfei Wu, Wang You, Ting Song, Yan Xia, Jonathan Tien, Nan Duan, Furu Wei

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

Comments Accepted as a Demo Track paper at NAACL 2024

RecAI: Leveraging Large Language Models for Next-Generation Recommender Systems

Jianxun Lian, Yuxuan Lei, Xu Huang, Jing Yao, Wei Xu, Xing Xie

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

Comments 4 pages. Webconf 2024 demo track

Tackling Cooperative Incompatibility for Zero-Shot Human-AI Coordination

Yang Li, Shao Zhang, Jichen Sun, Wenhao Zhang, Yali Du, Ying Wen, Xinbing Wang, Wei Pan

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

Comments 46 pages. arXiv admin note: substantial text overlap with arXiv:2302.04831

Dealing with uncertainty: balancing exploration and exploitation in deep recurrent reinforcement learning

Valentina Zangirolami, Matteo Borrotti

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

Comments 28 pages, added renferences, corrected typos, revised argument in section 3, results unchanged, redifinition of the article structure

CodeLMSec Benchmark: Systematically Evaluating and Finding Security Vulnerabilities in Black-Box Code Language Models

Hossein Hajipour, Keno Hassler, Thorsten Holz, Lea Schönherr, Mario Fritz

专题命中 软件智能体 ：workflow(abstract)；分类 cs.AI、cs.CL、cs.LG

Comments 23 pages, 9 figures

Sim-Env: Decoupling OpenAI Gym Environments from Simulation Models

Andreas Schuderer, Stefano Bromuri, Marko van Eekelen

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

Comments 17 pages, 6 figures, v2 adds supplementary material (4 pages) and 2 ancillary code files

Characterizing Novelty in the Military Domain

Theresa Chadwick, James Chao, Christianne Izumigawa, George Galdorisi, Hector Ortiz-Pena, Elias Loup, Nicholas Soultanian, Mitch Manzanares, Adrian Mai, Richmond Yen, Douglas S. Lange

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

Comments Submitted to ICCRTS: International Command and Control Research and Technology Symposium. 8 pages. 5 Figures