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AI 大模型

AI Agent

智能体、工具调用、规划、工作流、多智能体和自主任务执行。

2025-10-14 至 2025-10-14 共收录 158 信号源:cs.AI, cs.CL, cs.LG, cs.SE

1. 多智能体 23 篇

2510.11246 2025-10-14 cs.CR 88%

Collaborative Shadows: Distributed Backdoor Attacks in LLM-Based Multi-Agent Systems

Pengyu Zhu, Lijun Li, Yaxing Lyu, Li Sun, Sen Su, Jing Shao

专题命中 多智能体 :agent(title,abstract);multi-agent(title,abstract)

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2501.11188 2025-10-14 eess.SY cs.SY 88%

Global Attitude Synchronization for Heterogeneous Multi-agent Systems on SO(3)

Mouaad Boughellaba, Soulaimane Berkane, Abdelhamid Tayebi

专题命中 多智能体 :agent(title,abstract);multi-agent(title,abstract)

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2510.11085 2025-10-14 cs.AI 86%

Modeling AI-Driven Production and Competitiveness A Multi-Agent Economic Simulation of China and the United States

Yuxinyue Qian, Jun Liu

机构 * Beijing University of Posts and Telecommunications(北京邮电大学)

专题命中 多智能体 :agent(title,abstract);multi-agent(title);分类 cs.AI

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2510.10819 2025-10-14 cs.SE cs.AI 79%

Generative AI and the Transformation of Software Development Practices

Vivek Acharya

机构 * Vivek Acharya(未知)

专题命中 多智能体 :agent(abstract);agentic(abstract);multi-agent(abstract);分类 cs.AI、cs.SE

Comments 16 pages; 1 figure; preprint; v

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2510.09688 2025-10-14 cs.MA stat.AP stat.ME 78%

A Hybrid Agent-Based and System Dynamics Framework for Modelling Project Execution and Technology Maturity in Early-Stage R&D

R. W. S. Pessoa, M. H. Næss, J. C. Bijos, C. M. Rebello, D. Colombo, L. Schnitman, I. B. R. Nogueira

专题命中 多智能体 :agent(title,abstract)

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2406.03231 2025-10-14 eess.SY cs.LG cs.SY 70%

CommonPower: A Framework for Safe Data-Driven Smart Grid Control

Michael Eichelbeck, Hannah Markgraf, Matthias Althoff

机构 * School of Computation, Information and Technology, Technical University of Munich(计算、信息与技术学院,慕尼黑技术大学)

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

Comments For the corresponding code repository, see https://github.com/TUMcps/commonpower

Journal ref IEEE Transactions on Smart Grid, 2025

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2510.09944 2025-10-14 cs.HC 67%

Read the Room or Lead the Room: Understanding Socio-Cognitive Dynamics in Human-AI Teaming

Jaeyoon Choi, Mohammad Amin Samadi, Spencer JaQuay, Seehee Park, Nia Nixon

专题命中 多智能体 :agent(abstract);planning(abstract)

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2504.04872 2025-10-14 cs.CY cs.HC cs.MA 50%

Simulating Persuasive Dialogues on Meat Reduction with Generative Agents

Georg Ahnert, Elena Wurth, Markus Strohmaier, Jutta Mata

专题命中 多智能体 :agent(abstract)

Comments Code available at https://github.com/dess-mannheim/MeatlessAgents

Journal ref NLPSI 2025: First Workshop on Integrating NLP and Psychology to Study Social Interactions

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2510.11150 2025-10-14 eess.SP 50%

WiNPA: Wireless Neural Processing Architecture

Sai Xu, Yanan Du

专题命中 多智能体 :workflow(abstract)

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2407.18159 2025-10-14 eess.SY cs.SY math.OC 50%

Optimal Assignment and Motion Control in Two-Class Continuum Swarms

Max Emerick, Stacy Patterson, Bassam Bamieh

专题命中 多智能体 :agent(abstract)

Comments Extended version including periodic-demand case. 13 pages, 7 figures

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2. 工作流自动化 12 篇

2510.10824 2025-10-14 cs.SE cs.AI 92%

Agentic RAG for Software Testing with Hybrid Vector-Graph and Multi-Agent Orchestration

Mohanakrishnan Hariharan, Satish Arvapalli, Seshu Barma, Evangeline Sheela

专题命中 工作流自动化 :agent(title,abstract);agentic(title,abstract);multi-agent(title,abstract);AI agent(abstract)

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2506.14670 2025-10-14 cs.HC cs.AI 83%

StreetLens: Enabling Human-Centered AI Agents for Neighborhood Assessment from Street View Imagery

Jina Kim, Leeje Jang, Yao-Yi Chiang, Guanyu Wang, Michelle C. Pasco

机构 * University of Minnesota(明尼苏达大学)

专题命中 工作流自动化 :AI agent(title);workflow(abstract);agentic(abstract);分类 cs.AI

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2307.12987 2025-10-14 cs.MA 82%

Agent-Based Modelling for Real-World Stock Markets under Behavioral Economic Principles

Tianlang He, Fengming Zhu, Keyan Lu, Chang Xu, Yang Liu, Weiqing Liu, Fangzhen Lin, S. -H. Gary Chan, Jiang Bian

专题命中 工作流自动化 :agent(title,abstract);autonomous agent(abstract)

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2510.10035 2025-10-14 cs.AI 79%

Failure-Driven Workflow Refinement

Jusheng Zhang, Kaitong Cai, Qinglin Zeng, Ningyuan Liu, Stephen Fan, Ziliang Chen, Keze Wang

机构 * Sun Yat-sen University(中山大学) X-Era AI Lab(X-Era人工智能实验室)

专题命中 工作流自动化 :workflow(title,abstract);分类 cs.AI

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2510.11040 2025-10-14 cs.CL 74%

Enabling Doctor-Centric Medical AI with LLMs through Workflow-Aligned Tasks and Benchmarks

Wenya Xie, Qingying Xiao, Yu Zheng, Xidong Wang, Junying Chen, Ke Ji, Anningzhe Gao, Prayag Tiwari, Xiang Wan, Feng Jiang, Benyou Wang

机构 * Shenzhen Research Institute of Big Data(大数据研究 institute) National Health Data Institute(国家健康数据研究所) Halmstad University(哈马碧大学) Shenzhen University of Advanced Technology(深圳先进技术大学)

专题命中 工作流自动化 :workflow(title);分类 cs.CL

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2510.11143 2025-10-14 cs.AI cs.HC 70%

Spec-Driven AI for Science: The ARIA Framework for Automated and Reproducible Data Analysis

Chuke Chen, Biao Luo, Nan Li, Boxiang Wang, Hang Yang, Jing Guo, Ming Xu

专题命中 工作流自动化 :workflow(abstract);agentic(abstract);分类 cs.AI

Comments 19 pages,5 figures

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2510.09968 2025-10-14 cs.SE cs.AI cs.CL cs.HC cs.LG 70%

Operationalizing AI: Empirical Evidence on MLOps Practices, User Satisfaction, and Organizational Context

Stefan Pasch

专题命中 工作流自动化 :workflow(abstract);分类 cs.AI、cs.CL、cs.LG

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2510.10475 2025-10-14 cs.CL cs.AI 62%

Assessing Large Language Models for Structured Medical Order Extraction

A H M Rezaul Karim, Ozlem Uzuner

机构 * George Mason University(乔治·马歇尔大学)

专题命中 工作流自动化 :workflow(abstract);分类 cs.AI、cs.CL

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2510.09938 2025-10-14 cs.SE 57%

OFP-Repair: Repairing Floating-point Errors via Original-Precision Arithmetic

Youshuai Tan, Zishuo Ding, Jinfu Chen, Weiyi Shang

专题命中 工作流自动化 :workflow(abstract);分类 cs.SE

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2510.09804 2025-10-14 q-bio.OT cs.SE 57%

Rapid Development of Omics Data Analysis Applications through Vibe Coding

Jesse G. Meyer

专题命中 工作流自动化 :AI agent(abstract);分类 cs.SE

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2510.09702 2025-10-14 q-bio.QM stat.AP stat.CO 50%

Interval-Censored Survival Analysis of Grapevine Phenology: Thermal Controls on Flowering and Fruit Ripening

Sara Behnamian, Fatemeh Fogh

专题命中 工作流自动化 :workflow(abstract)

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2505.21199 2025-10-14 cs.DC 50%

Multi-Event Triggers for Serverless Computing

Natalie Carl, Trever Schirmer, Niklas Kowallik, Joshua Adamek, Tobias Pfandzelter, Sergio Lucia, David Bermbach

专题命中 工作流自动化 :workflow(abstract)

Comments Accepted for publishing at IC2E'25

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3. 软件智能体 9 篇

2510.11498 2025-10-14 cs.LG cs.CL 84%

ReLook: Vision-Grounded RL with a Multimodal LLM Critic for Agentic Web Coding

Yuhang Li, Chenchen Zhang, Ruilin Lv, Ao Liu, Ken Deng, Yuanxing Zhang, Jiaheng Liu, Wiggin Zhou, Bo Zhou

机构 * LLM Department, Tencent(腾讯大语言模型部门) Peking University(北京大学) Nanjing University(南京大学)

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

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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

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2510.10010 2025-10-14 cs.SE cs.AI 73%

SLEAN: Simple Lightweight Ensemble Analysis Network for Multi-Provider LLM Coordination: Design, Implementation, and Vibe Coding Bug Investigation Case Study

Matheus J. T. Vargas

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

Comments 14 pages, 4 figures, 6 tables, link to code repo

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2510.11238 2025-10-14 cs.CL cs.AI 62%

Attacks by Content: Automated Fact-checking is an AI Security Issue

Michael Schlichtkrull

机构 * School of Electronic Engineering and Computer Science(电子工程与计算机科学学院) Queen Mary University of London(伦敦女王学院)

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

Comments Accepted to EMNLP 2025

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2510.11151 2025-10-14 cs.CL cs.CR 57%

TypePilot: Leveraging the Scala Type System for Secure LLM-generated Code

Alexander Sternfeld, Andrei Kucharavy, Ljiljana Dolamic

机构 * Institute of Entrepreneurship & Management, HES-SO Le Foyer, Techno-Pôle 1 Sierre, Switzerland(创业与管理学院,HES-SO莱福院,技术园区1,瑞士) Institute of Informatics, HES-SO Techno-Pôle 3 Sierre, Switzerland(信息学院,HES-SO技术园区3,瑞士) Cyber-Defence Campus armasuisse, Science and Technology Thun, Switzerland(网络安全校区,armasuisse,科技,瑞士)

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

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2510.10551 2025-10-14 cs.SE 57%

How Students Use Generative AI for Software Testing: An Observational Study

Baris Ardic, Quentin Le Dilavrec, Andy Zaidman

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

Comments 39 pages, 6 figures, journal submission

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2510.10781 2025-10-14 cs.RO cs.MA cs.SY eess.SY 50%

Two-Layer Voronoi Coverage Control for Hybrid Aerial-Ground Robot Teams in Emergency Response: Implementation and Analysis

Douglas Hutchings, Luai Abuelsamen, Karthik Rajgopal

机构 * UC Berkeley(伯克利大学) Squishy Robotics, Inc.(Squishy机器人公司)

专题命中 软件智能体 :agent(abstract)

Comments 23 pages, 7 figures. Technical report with complete implementation details and open-source code

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2510.10651 2025-10-14 eess.SY cs.SY 50%

Aggregate Modeling of Air-Conditioner Loads Under Packet-based Control with Both On and Off Grid Access Requests

Mohammad Hassan, Mads R. Almassalkhi

专题命中 软件智能体 :agent(abstract)

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