AI Agent

Exploring Big Five Personality and AI Capability Effects in LLM-Simulated Negotiation Dialogues

Myke C. Cohen, Zhe Su, Hsien-Te Kao, Daniel Nguyen, Spencer Lynch, Maarten Sap, Svitlana Volkova

机构 * Aptima, Inc.（Aptima公司） ； Human Systems Engineering, Arizona State University（亚利桑那州立大学人类系统工程系） ； Language Technologies Institute, Carnegie Mellon University（卡内基梅隆大学语言技术研究所） 纠错

专题命中 多智能体 ：agentic(abstract,comments)；agent(abstract)；AI agent(abstract)；分类 cs.AI、cs.CL

Comments Presented at the KDD 2025 Workshop on Evaluation and Trustworthiness of Agentic and Generative AI Models under the title "Evaluating the LLM-simulated Impacts of Big Five Personality Traits and AI Capabilities on Social Negotiations" (https://kdd-eval-workshop.github.io/genai-evaluation-kdd2025/assets/papers/Submission%2036.pdf)

Super-additive Cooperation in Language Model Agents

Filippo Tonini, Lukas Galke

机构 * University of Southern Denmark（丹麦南部大学） 纠错

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

Comments FAIEMA 2025

DCT-MARL: A Dynamic Communication Topology-Based MARL Algorithm for Connected Vehicle Platoon Control

Yaqi Xu, Yan Shi, Jin Tian, Fanzeng Xia, Tongxin Li, Shanzhi Chen, Yuming Ge

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

Optimal mesh generation for a non-iterative grid-converged solution of flow through a blade passage using deep reinforcement learning

Innyoung Kim, Jonghyun Chae, Donghyun You

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

Comments 65 pages, 24 figures, and 1 table

Journal ref Journal of Computational Physics, 2025, 114306

Agoran: An Agentic Open Marketplace for 6G RAN Automation

Ilias Chatzistefanidis, Navid Nikaein, Andrea Leone, Ali Maatouk, Leandros Tassiulas, Roberto Morabito, Ioannis Pitsiorlas, Marios Kountouris

机构 * Yale University, New Haven（耶鲁大学） ； University of Granada（格拉纳达大学） 纠错

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

Comments Pre-print submitted to Computer Networks AI-for-6G

CRISPR-GPT for Agentic Automation of Gene-editing Experiments

Yuanhao Qu, Kaixuan Huang, Ming Yin, Kanghong Zhan, Dyllan Liu, Di Yin, Henry C. Cousins, William A. Johnson, Xiaotong Wang, Mihir Shah, Russ B. Altman, Denny Zhou, Mengdi Wang, Le Cong

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

Comments Accepted to Nature Biomedical Engineering

Opus: A Prompt Intention Framework for Complex Workflow Generation

Théo Fagnoni, Mahsun Altin, Chia En Chung, Phillip Kingston, Alan Tuning, Dana O. Mohamed, Inès Adnani

机构 * AppliedAI 纠错

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

Comments 39 pages, 24 figures

Automated Modeling of Polarons: Defects and Reactivity on TiO$_2$(110) Surfaces

Firat Yalcin, Carla Verdi, Viktor C. Birschitzky, Matthias Meier, Michael Wolloch, Michele Reticcioli

专题命中 工作流自动化 ：workflow(abstract)

Comments 14 pages, 6 figures

LitForager: Exploring Multimodal Literature Foraging Strategies in Immersive Sensemaking

Haoyang Yang, Elliott H. Faa, Weijian Liu, Shunan Guo, Duen Horng Chau, Yalong Yang

专题命中 工作流自动化 ：workflow(abstract)

Comments 11 pages, 10 figures, Accepted to IEEE ISMAR 2025 (TVCG)

Exploring Modularity of Agentic Systems for Drug Discovery

Laura van Weesep, Samuel Genheden, Ola Engkvist, Jens Sjölund

机构 * Chalmers University of Technology（楚德斯理工大学） ； University of Gothenburg（戈尔堡大学） 纠错

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

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

WebEvolver: Enhancing Web Agent Self-Improvement with Coevolving World Model

Tianqing Fang, Hongming Zhang, Zhisong Zhang, Kaixin Ma, Wenhao Yu, Haitao Mi, Dong Yu

专题命中 GUI与网页智能体 ：agent(title,abstract)；autonomous agent(abstract)；分类 cs.CL

Comments EMNLP 2025 Main Conference

Thermally Drawn Bioelectric Catheters: Enabling Proprioceptive Endovascular Navigation

Alex Ranne, Heiko Maier, Jinshi Zhao, Songli Moey, Ayhan Aktas, Manik Chana, Burak Temelkuran, Nassir Navab, Ferdinando Rodriguez Y Baena

专题命中 GUI与网页智能体 ：workflow(abstract)

Comments 23 pages, 8 figures

A "good regulator theorem" for embodied agents

Nathaniel Virgo, Martin Biehl, Manuel Baltieri, Matteo Capucci

机构 * University of Hertfordshire, UK（赫特福德郡大学） ； Earth-Life Science Institute (ELSI), Institute of Science Tokyo, Japan（地球生命科学研究所（ELSI）） ； Cross Labs, Cross Compass Ltd., Japan（Cross Labs） ； Araya, Inc., Japan（Araya公司） 纠错

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI

Comments Accepted at the Artificial Life conference 2025 (ALife 2025). 10 pages, 1 figure

Goals and the Structure of Experience

Nadav Amir, Stas Tiomkin, Angela Langdon

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI

A Scalable Trie Building Algorithm for High-Throughput Phyloanalysis of Wafer-Scale Digital Evolution Experiments

Vivaan Singhvi, Joey Wagner, Emily Dolson, Luis Zaman, Matthew Andres Moreno

专题命中 记忆与上下文管理 ：agent(abstract)

Comments Accepted by ALIFE 2025

ContextualLVLM-Agent: A Holistic Framework for Multi-Turn Visually-Grounded Dialogue and Complex Instruction Following

Seungmin Han, Haeun Kwon, Ji-jun Park, Taeyang Yoon

机构 * Dongguk University（东国大学） 纠错

专题命中 Agent评测 ：agent(title,abstract)；planning(abstract)；分类 cs.CL

Fortifying the Agentic Web: A Unified Zero-Trust Architecture Against Logic-layer Threats

Ken Huang, Yasir Mehmood, Hammad Atta, Jerry Huang, Muhammad Zeeshan Baig, Sree Bhargavi Balija

机构 * Qorvex Consulting ； Kleiner Perkins ； Wentworth Institute of Higher Education 纠错

专题命中 Agent评测 ：agentic(title,abstract)；agent(abstract)；分类 cs.AI

Evaluation Agent: Efficient and Promptable Evaluation Framework for Visual Generative Models

Fan Zhang, Shulin Tian, Ziqi Huang, Yu Qiao, Ziwei Liu

机构 * Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； S-Lab, Nanyang Technological University（南洋理工大学S实验室） 纠错

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI、cs.CL

Comments Equal contributions from first three authors. Project page: https://vchitect.github.io/Evaluation-Agent-project Code: https://github.com/Vchitect/Evaluation-Agent

SafetyFlow: An Agent-Flow System for Automated LLM Safety Benchmarking

Xiangyang Zhu, Yuan Tian, Chunyi Li, Kaiwei Zhang, Wei Sun, Guangtao Zhai

机构 * Shanghai AI Lab（上海人工智能实验室） ； East China Normal University（东华大学） 纠错

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.CL

Comments Code and dataset are available at https://github.com/yangyangyang127/SafetyFlow

IPIGuard: A Novel Tool Dependency Graph-Based Defense Against Indirect Prompt Injection in LLM Agents

Hengyu An, Jinghuai Zhang, Tianyu Du, Chunyi Zhou, Qingming Li, Tao Lin, Shouling Ji

专题命中 Agent评测 ：agent(abstract)；planning(abstract)；agentic(abstract)；分类 cs.AI、cs.CL

Comments EMNLP 2025

Comp-X: On Defining an Interactive Learned Image Compression Paradigm With Expert-driven LLM Agent

Yixin Gao, Xin Li, Xiaohan Pan, Runsen Feng, Bingchen Li, Yunpeng Qi, Yiting Lu, Zhengxue Cheng, Zhibo Chen, Jörn Ostermann

专题命中 Agent评测 ：agent(title,abstract)

Adversarial Agent Behavior Learning in Autonomous Driving Using Deep Reinforcement Learning

Arjun Srinivasan, Anubhav Paras, Aniket Bera

机构 * University of Maryland, College Park（马里兰大学学院公园分校） 纠错

专题命中 Agent评测 ：agent(title,abstract)

MCPTox: A Benchmark for Tool Poisoning Attack on Real-World MCP Servers

Zhiqiang Wang, Yichao Gao, Yanting Wang, Suyuan Liu, Haifeng Sun, Haoran Cheng, Guanquan Shi, Haohua Du, Xiangyang Li

专题命中 Agent评测 ：agent(abstract)；AI agent(abstract)；autonomous agent(abstract)；分类 cs.LG

Language-Guided Tuning: Enhancing Numeric Optimization with Textual Feedback

Yuxing Lu, Yucheng Hu, Nan Sun, Xukai Zhao

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)；分类 cs.AI、cs.CL、cs.LG

Comments 9 pages, 4 figures, 4 tables

Pub-Guard-LLM: Detecting Retracted Biomedical Articles with Reliable Explanations

Lihu Chen, Shuojie Fu, Gabriel Freedman, Cemre Zor, Guy Martin, James Kinross, Uddhav Vaghela, Ovidiu Serban, Francesca Toni

机构 * Imperial College London（伦敦帝国学院） ； Amazon Web Services（亚马逊网络服务） ； National Health Service（国家健康服务） 纠错

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)；分类 cs.CL

Comments long paper under review

An Investigation into Value Misalignment in LLM-Generated Texts for Cultural Heritage

Fan Bu, Zheng Wang, Siyi Wang, Ziyao Liu

机构 * Department of Archeology and Museology, Shanghai University（考古与博物馆学系，上海大学） ； National Collaborative Research Center for Revolutionary Cultural Heritage at Memorial of the First CPC National Congress & Shanghai University（革命文化遗产国家联合研究中心，中共一大会址纪念馆与上海大学） ； School of Management, Shanghai University（管理学院，上海大学） ； Nanyang Technological University（南洋理工大学） 纠错

专题命中 Agent评测 ：workflow(abstract)；分类 cs.AI、cs.CL

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback

Alexandru Coca, Bo-Hsiang Tseng, Pete Boothroyd, Jianpeng Cheng, Mark Gaynor, Zhenxing Zhang, Joe Stacey, Tristan Guigue, Héctor Martinez Alonso, Diarmuid Ó Séaghdha, Anders Johannsen

专题命中 Agent评测 ：agent(abstract)；分类 cs.CL

Comments 20 pages, 12 figures. To appear at SIGDIAL 2025

SAND: Boosting LLM Agents with Self-Taught Action Deliberation

Yu Xia, Yiran Shen, Junda Wu, Tong Yu, Sungchul Kim, Ryan A. Rossi, Lina Yao, Julian McAuley

专题命中 Agent评测 ：agent(abstract)；分类 cs.CL

Comments EMNLP 2025

Almost and Approximate EFX for Few Types of Agents

Vishwa Prakash HV, Ruta Mehta, Prajakta Nimbhorkar

专题命中 Agent评测 ：agent(abstract)