AI Agent

ArchPilot: A Proxy-Guided Multi-Agent Approach for Machine Learning Engineering

Zhuowen Yuan, Tao Liu, Yang Yang, Yang Wang, Feng Qi, Kaushik Rangadurai, Bo Li, Shuang Yang

机构 * Meta Ranking AI Research（Meta 排名人工智能研究） 纠错

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

OptiMA: A Transaction-Based Framework with Throughput Optimization for Very Complex Multi-Agent Systems

Umut Çalıkyılmaz, Nitin Nayak, Jinghua Groppe, Sven Groppe

机构 * University of Lübeck（吕贝克大学） 纠错

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

Building Altruistic and Moral AI Agent with Brain-inspired Emotional Empathy Mechanisms

Feifei Zhao, Hui Feng, Haibo Tong, Zhengqiang Han, Erliang Lin, Enmeng Lu, Yinqian Sun, Yi Zeng

机构 * Brain-inspired Cognitive AI Lab, Institute of Automation, Chinese Academy of Sciences, Beijing, China（脑启发认知人工智能实验室，自动化研究所，中国科学院，北京，中国） ； Beijing Key Laboratory of Safe AI and Superalignment, China（北京安全人工智能与超对齐关键实验室，中国） ； Beijing Institute of AI Safety and Governance, China（北京人工智能安全与治理研究所，中国） ； Long-term AI, Beijing, China（长期人工智能，北京，中国） ； School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China（人工智能学院，中国科学院大学，北京，中国） ； School of Humanities, University of Chinese Academy of Sciences, Beijing, China（人文学院，中国科学院大学，北京，中国） ； State Key Laboratory of Brain Cognition and Brain-inspired Intelligence Technology, Chinese Academy of Sciences, Shanghai, China（脑认知与脑启发智能技术国家重点实验室，中国科学院，上海，中国） 纠错

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

Comments Accepted by TAFFC

Collaboration Dynamics and Reliability Challenges of Multi-Agent LLM Systems in Finite Element Analysis

Chuan Tian, Yilei Zhang

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

Learning Communication Skills in Multi-task Multi-agent Deep Reinforcement Learning

Changxi Zhu, Mehdi Dastani, Shihan Wang

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

Comments 20 pages, 10 figures

Robust Multi-Agent Decision-Making in Finite-Population Games

Shinkyu Park, Lucas C. D. Bezerra

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

Security Analysis of Agentic AI Communication Protocols: A Comparative Evaluation

Yedidel Louck, Ariel Stulman, Amit Dvir

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

A Criminology of Machines

Gian Maria Campedelli

机构 * Fondazione Bruno Kessler（布鲁诺·科斯勒基金会） 纠错

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

Comments This pre-print is also available at CrimRxiv with DOI: https://doi.org/10.21428/cb6ab371.e3354ce1

Trustworthy LLM-Mediated Communication: Evaluating Information Fidelity in LLM as a Communicator (LAAC) Framework in Multiple Application Domains

Mohammed Musthafa Rafi, Adarsh Krishnamurthy, Aditya Balu

机构 * Iowa State University（爱荷华州立大学） 纠错

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

Comments 10 pages, 4 figures. Submitted to IEEE DISTILL 2025 (co-located with IEEE TPS 2025)

Direct Semantic Communication Between Large Language Models via Vector Translation

Fu-Chun Yang, Jason Eshraghian

机构 * University of California, Santa Cruz（加州大学圣克ruz分校） 纠错

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

Comments 9 pages, 1 figure, 2 tables

KnowThyself: An Agentic Assistant for LLM Interpretability

Suraj Prasai, Mengnan Du, Ying Zhang, Fan Yang

机构 * Wake Forest University（威克森林大学） ； New Jersey Institute of Technology（新泽西理工学院） 纠错

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

Comments 5 pages, 1 figure, Accepted for publication at the Demonstration Track of the 40th AAAI Conference on Artificial Intelligence (AAAI 26)

Opus: A Quantitative Framework for Workflow Evaluation

Alan Seroul, Théo Fagnoni, Inès Adnani, Dana O. Mohamed, Phillip Kingston

机构 * AppliedAI 纠错

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

ARETE: an R package for Automated REtrieval from TExt with large language models

Vasco V. Branco, Jandó Benedek, Lidia Pivovarova, Luís Correia, Pedro Cardoso

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

Simulation-Based Validation of an Integrated 4D/5D Digital-Twin Framework for Predictive Construction Control

Atena Khoshkonesh, Mohsen Mohammadagha, Navid Ebrahimi

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

Generate, Evaluate, Iterate: Synthetic Data for Human-in-the-Loop Refinement of LLM Judges

Hyo Jin Do, Zahra Ashktorab, Jasmina Gajcin, Erik Miehling, Martín Santillán Cooper, Qian Pan, Elizabeth M. Daly, Werner Geyer

机构 * IBM Research（IBM研究院） 纠错

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

Comments 29 pages, 4 figures

Will Large Language Models Transform Clinical Prediction?

Yusuf Yildiz, Goran Nenadic, Meghna Jani, David A. Jenkins

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

Comments Published: BMC Diagnostic and Prognostic Research

NEF-NET+: Adapting Electrocardio panorama in the wild

Zehui Zhan, Yaojun Hu, Jiajing Zhan, Wanchen Lian, Wanqing Wu, Jintai Chen

机构 * Information Hub, Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州）信息中心） ； School of Biomedical Engineering, Sun Yat-sen University, Shenzhen（中山大学医学院深圳校区） ； College of Computer Science and Technology, Zhejiang University, Hangzhou（浙江大学计算机科学与技术学院） ； Department of Electrical and Electronic Engineering, University of Hong Kong, Pokfulam（香港大学电子与电气工程系） 纠错

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

QEF: Reproducible and Exploratory Quantum Software Experiments

Vincent Gierisch, Wolfgang Mauerer

专题命中 工作流自动化 ：workflow(abstract)

Comments to appear as a workshop paper at ICSOC 2025 (SQS 2025)

Structurally balanced growing network as randomized Pólya urn process

Krishnadas Mohandas, Piotr J. Górski, Krzysztof Suchecki, Georges Andres, Giacomo Vaccario, Janusz A. Hołyst

专题命中 工作流自动化 ：agent(abstract)

Comments 10 Pages, 6 figures

Hemorica: A Comprehensive CT Scan Dataset for Automated Brain Hemorrhage Classification, Segmentation, and Detection

Kasra Davoodi, Mohammad Hoseyni, Javad Khoramdel, Reza Barati, Reihaneh Mortazavi, Amirhossein Nikoofard, Mahdi Aliyari-Shoorehdeli, Jaber Hatam Parikhan

专题命中 工作流自动化 ：workflow(abstract)

Comments We need to double check the data and statistics. We will publish the complete version in coming months

Inference of microporosity phase properties in heterogeneous carbonate rock with data assimilation techniques

Zhenkai Bo, Ahmed H. Elsheikh, Hannah P. Menke, Julien Maes, Tom Bultreys, Kamaljit Singh

专题命中 工作流自动化 ：workflow(abstract)

Open-Source Highly Parallel Electromagnetic Simulations for Superconducting Circuits

David Sommers, Zach Degnan, Divita Gautam, Yi-Hsun Chen, Chun-Ching Chiu, Arkady Fedorov, Prasanna Pakkiam

专题命中 工作流自动化 ：workflow(abstract)

PEFA-AI: Advancing Open-source LLMs for RTL generation using Progressive Error Feedback Agentic-AI

Athma Narayanan, Mahesh Subedar, Omesh Tickoo

机构 * Intel Corporation USA（英特尔公司） 纠错

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

Comments Appeared in the Design Automation Conference (DAC) 2025, Workshop Poster on June 22, 2025

Collaborative Agents for Automated Program Repair in Ruby

Nikta Akbarpour, Mahdieh Sadat Benis, Fatemeh Hendijani Fard, Ali Ouni, Mohamed Aymen Saied

机构 * University of British Columbia（不列颠哥伦比亚大学） ； Laval university（拉瓦尔大学） 纠错

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

Autocomp: A Powerful and Portable Code Optimizer for Tensor Accelerators

Charles Hong, Sahil Bhatia, Alvin Cheung, Yakun Sophia Shao

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

Comments 10 pages + appendices

DORAEMON: A Unified Library for Visual Object Modeling and Representation Learning at Scale

Ke Du, Yimin Peng, Chao Gao, Fan Zhou, Siqiao Xue

专题命中 软件智能体 ：workflow(abstract)

Comments code: https://github.com/wuji3/DORAEMON

Promoting Sustainable Web Agents: Benchmarking and Estimating Energy Consumption through Empirical and Theoretical Analysis

Lars Krupp, Daniel Geißler, Vishal Banwari, Paul Lukowicz, Jakob Karolus

专题命中 GUI与网页智能体 ：agent(abstract)；agentic(abstract)；分类 cs.AI

Comments Accepted by AAAI 2026 AISI

Deep reinforcement learning based navigation of a jellyfish-like swimmer in flows with obstacles

Yihao Chen, Yue Yang

专题命中 GUI与网页智能体 ：agent(abstract)

Unified description of viscous, viscoelastic, or elastic thin active films on substrates

Henning Reinken, Andreas M. Menzel

专题命中 记忆与上下文管理 ：agent(abstract)

Benchmarking and Studying the LLM-based Agent System in End-to-End Software Development

Zhengran Zeng, Yixin Li, Rui Xie, Wei Ye, Shikun Zhang

专题命中 Agent评测 ：agent(title,abstract)；autonomous agent(abstract)；planning(abstract)；workflow(abstract)