AI Agent

Policy Optimized Text-to-Image Pipeline Design

Uri Gadot, Rinon Gal, Yftah Ziser, Gal Chechik, Shie Mannor

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

Example-Based Feature Painting on Textures

Andrei-Timotei Ardelean, Tim Weyrich

专题命中 工作流自动化 ：workflow(abstract)

Comments "\c{opyright} 2025 Andrei-Timotei Ardelean, Tim Weyrich. This is the author's version of the work. It is posted here for your personal use. Not for redistribution. The definitive Version of Record was published in ACM Trans. Graph., Vol. 44, No. 6, https://doi.org/10.1145/3763301

Closed-loop calculations of electronic structure on a quantum processor and a classical supercomputer at full scale

Tomonori Shirakawa, Javier Robledo-Moreno, Toshinari Itoko, Vinay Tripathi, Kento Ueda, Yukio Kawashima, Lukas Broers, William Kirby, Himadri Pathak, Hanhee Paik, Miwako Tsuji, Yuetsu Kodama, Mitsuhisa Sato, Constantinos Evangelinos, Seetharami Seelam, Robert Walkup, Seiji Yunoki, Mario Motta, Petar Jurcevic, Hiroshi Horii, Antonio Mezzacapo

专题命中 工作流自动化 ：workflow(abstract)

Autoadaptive Medical Segment Anything Model

Tyler Ward, Meredith K. Owen, O'Kira Coleman, Brian Noehren, Abdullah-Al-Zubaer Imran

机构 * University of Kentucky（肯塔基大学） 纠错

专题命中 工作流自动化 ：workflow(abstract)

Comments 11 pages, 2 figures, 3 tables

Understanding Code Agent Behaviour: An Empirical Study of Success and Failure Trajectories

Oorja Majgaonkar, Zhiwei Fei, Xiang Li, Federica Sarro, He Ye

机构 * University College London（伦敦大学学院） ； Nanjing University（南京大学） 纠错

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

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

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

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)

Efficient Tool-Calling Multi-Expert NPC Agent for Commonsense Persona-Grounded Dialogue

Mahammad Nuriyev

机构 * Université Paris-Saclay（巴黎-萨克雷大学） 纠错

专题命中 软件智能体 ：agent(title)；分类 cs.CL

Comments 10 pages, 1 figure, 2 tables. Technical report for the Commonsense Persona-Grounded Dialogue Challenge (CPDC) 2025, part of the Wordplay 2025 Workshop @ EMNLP 2025

\texttt{ReMind}: Understanding Deductive Code Reasoning in LLMs

Jun Gao, Yun Peng, Xiaoxue Ren

机构 * Zhejiang University（浙江大学） ； The Chinese University of Hong Kong（香港中文大学） 纠错

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

A Dual Large Language Models Architecture with Herald Guided Prompts for Parallel Fine Grained Traffic Signal Control

Qing Guo, Xinhang Li, Junyu Chen, Zheng Guo, Xiaocong Li, Lin Zhang, Lei Li

机构 * School of Artificial Intelligence, Beijing University of Posts（人工智能学院，北京邮电大学） ； Beijing Big Data Center（北京大数据中心） ； Eastern Institute of Technology（东部技术研究所） 纠错

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

Endowing GPT-4 with a Humanoid Body: Building the Bridge Between Off-the-Shelf VLMs and the Physical World

Yingzhao Jian, Zhongan Wang, Yi Yang, Hehe Fan

机构 * College of Computer Science and Technology（计算机科学与技术学院） ； Zhejiang University（浙江大学） 纠错

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

UI-Evol: Automatic Knowledge Evolving for Computer Use Agents

Ziyun Zhang, Xinyi Liu, Xiaoyi Zhang, Jun Wang, Gang Chen, Yan Lu

机构 * School of Software and Microelectronics, Peking University（北京大学软件与微电子学院） ； Microsoft Research Asia（微软亚洲研究院） 纠错

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

Comments Accepted to ICML 2025 Workshop on Computer Use Agents

AgentBnB: A Browser-Based Cybersecurity Tabletop Exercise with Large Language Model Support and Retrieval-Aligned Scaffolding

Arman Anwar, Zefang Liu

机构 * School of Electrical and Computer Engineering（电气与计算机工程学院） ； Georgia Institute of Technology（佐治亚理工学院） ； School of Computational Science and Engineering（计算科学与工程学院） 纠错

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

STRIDER: Navigation via Instruction-Aligned Structural Decision Space Optimization

Diqi He, Xuehao Gao, Hao Li, Junwei Han, Dingwen Zhang

机构 * Northwestern Polytechnical University（西北工业大学） ； Nanyang Technological University（南洋理工大学） ； Chongqing University of Posts and Telecommunications（重庆邮电大学） 纠错

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

NIR-II Fluorescence Project Technology for Augmented Reality Surgical Navigation

Yuhuang Zhang, Xiaolong Liu, Zihang Liu, Chao Liu, Jie Yang, Jian Feng, Siying Sun, Zhe Feng, Xiaoxiao Fan, Hui Lin, Jun Qian

专题命中 GUI与网页智能体 ：workflow(abstract)

Deployable Vision-driven UAV River Navigation via Human-in-the-loop Preference Alignment

Zihan Wang, Jianwen Li, Li-Fan Wu, Nina Mahmoudian

机构 * School of Mechanical Engineering, Purdue University（机械工程学院，普渡大学） 纠错

专题命中 GUI与网页智能体 ：agent(abstract)

Comments Submitted to ICRA 2026

Neighboring State-based Exploration for Reinforcement Learning

Yu-Teng Li, Justin Lin, Jeffery Cheng, Pedro Pachuca

机构 * UC Berkeley（伯克利大学） 纠错

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

Knowledge Elicitation with Large Language Models for Interpretable Cancer Stage Identification from Pathology Reports

Yeawon Lee, Christopher C. Yang, Chia-Hsuan Chang, Grace Lu-Yao

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

LC-Opt: Benchmarking Reinforcement Learning and Agentic AI for End-to-End Liquid Cooling Optimization in Data Centers

Avisek Naug, Antonio Guillen, Vineet Kumar, Scott Greenwood, Wesley Brewer, Sahand Ghorbanpour, Ashwin Ramesh Babu, Vineet Gundecha, Ricardo Luna Gutierrez, Soumyendu Sarkar

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

Comments Submitted to the NeurIPS 2025 conference

Optimizing Electric Vehicle Charging Station Placement Using Reinforcement Learning and Agent-Based Simulations

Minh-Duc Nguyen, Dung D. Le, Phi Long Nguyen

机构 * organization= Center for Environmental Intelligence, VinUniversity , city= Hanoi , country= Vietnam ； organization= College of Engineering \& Computer Science, VinUniversity , city= Hanoi , country= Vietnam 纠错

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

Comments Under Review

Portal UX Agent -- A Plug-and-Play Engine for Rendering UIs from Natural Language Specifications

Xinsong Li, Ning Jiang, Jay Selvaraj

专题命中 Agent评测 ：agent(title,abstract)；agentic(abstract)

Modulation of temporal decision-making in a deep reinforcement learning agent under the dual-task paradigm

Amrapali Pednekar, Álvaro Garrido-Pérez, Yara Khaluf, Pieter Simoens

机构 * Department of Information Technology（信息科技系） ； IDLab, Ghent University - imec（IDLab，根特大学 - imec） ； Department of Social Sciences（社会科学系） ； Wageningen University and Research（瓦赫宁根大学和研究中心） 纠错

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

Comments Accepted at CogInterp workshop @ NeurIPS 2025

LiteCUA: Computer as MCP Server for Computer-Use Agent on AIOS

Kai Mei, Xi Zhu, Hang Gao, Shuhang Lin, Yongfeng Zhang

机构 * Rutgers University（罗格斯大学） 纠错

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

What's the next frontier for Data-centric AI? Data Savvy Agents

Nabeel Seedat, Jiashuo Liu, Mihaela van der Schaar

机构 * University of Cambridge（剑桥大学） ； Tsinghua University（清华大学） 纠错

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

Comments Presented at ICLR 2025 Data-FM. Seedat & Liu contributed equally

A DbC Inspired Neurosymbolic Layer for Trustworthy Agent Design

Claudiu Leoveanu-Condrei

机构 * ExtensityAI 纠错

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

Comments 4 pages, 1 figure

MicroRemed: Benchmarking LLMs in Microservices Remediation

Lingzhe Zhang, Yunpeng Zhai, Tong Jia, Chiming Duan, Minghua He, Leyi Pan, Zhaoyang Liu, Bolin Ding, Ying Li

机构 * Peking University（北京大学） ； Alibaba Group（阿里巴巴集团） ； Tsinghua University（清华大学） 纠错

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

Comments 24 pages, 13 figures, 5 tables

Graph-Attentive MAPPO for Dynamic Retail Pricing

Krishna Kumar Neelakanta Pillai Santha Kumari Amma

机构 * Independent Researcher（独立研究者） 纠错

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

The Emerged Security and Privacy of LLM Agent: A Survey with Case Studies

Feng He, Tianqing Zhu, Dayong Ye, Bo Liu, Wanlei Zhou, Philip S. Yu

专题命中 Agent评测 ：agent(title)

Comments 35 pages, 19 figures. Accepted to ACM Computing Surveys (CSUR), 2025

Automate Strategy Finding with LLM in Quant Investment

Zhizhuo Kou, Holam Yu, Junyu Luo, Jingshu Peng, Xujia Li, Chengzhong Liu, Juntao Dai, Lei Chen, Sirui Han, Yike Guo

机构 * The Hong Kong University of Science and Technology（香港科技大学） ； The Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州）） ； Peking University（北京大学） 纠错

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