AI Agent

Classification for 969 double-mode RR Lyrae stars from Zwicky Transient Facility

Jianxing Zhang, Xiaodian Chen, Shu Wang, Jiyu Wang, Licai Deng

专题命中 工作流自动化 ：workflow(abstract)

Comments 12 pages, 5 figures, accepted for publication in ApJS

Evaluating Sound Similarity Metrics for Differentiable, Iterative Sound-Matching

Amir Salimi, Abram Hindle, Osmar R. Zaiane

专题命中 工作流自动化 ：workflow(abstract)

MAHL: Multi-Agent LLM-Guided Hierarchical Chiplet Design with Adaptive Debugging

Jinwei Tang, Jiayin Qin, Nuo Xu, Pragnya Sudershan Nalla, Yu Cao, Yang, Zhao, Caiwen Ding

机构 * University of Minnesota - Twin Cities（明尼苏达大学-双城分校） 纠错

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

AutoAgent: A Fully-Automated and Zero-Code Framework for LLM Agents

Jiabin Tang, Tianyu Fan, Chao Huang

专题命中 软件智能体 ：agent(abstract)；autonomous agent(abstract)；agentic(abstract)；multi-agent(abstract)

Comments Code: https://github.com/HKUDS/AutoAgent

Truth-Aware Decoding: A Program-Logic Approach to Factual Language Generation

Faruk Alpay, Hamdi Alakkad

机构 * Lightcap ； Bahcesehir University（巴赫切塞希尔大学） 纠错

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

Comments 18 pages, Lean code provided

AutoMLGen: Navigating Fine-Grained Optimization for Coding Agents

Shangheng Du, Xiangchao Yan, Dengyang Jiang, Jiakang Yuan, Yusong Hu, Xin Li, Liang He, Bo Zhang, Lei Bai

机构 * Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） 纠错

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

Multi-Turn Human-LLM Interaction Through the Lens of a Two-Way Intelligibility Protocol

Harshvardhan Mestha, Karan Bania, Shreyas V Sathyanarayana, Sidong Liu, Ashwin Srinivasan

机构 * Dept. of Electrical and Electronics Engineering（电子工程系） ； BITS Pilani, K.K. Birla Goa Campus（比斯汉学院，戈阿校园） ； Machine Learning Department（机器学习系） ； Carnegie Mellon University（卡内基梅隆大学） ； Centre for Health Informatics（健康信息学中心） ； Macquarie University, Sydney（麦考瑞大学，悉尼） ； Dept. of Computer Science & Information Systems（计算机科学与信息系统系） 纠错

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

Comments Multi-Turn Interactions in Large Language Models (MTI-LLM) Workshop at NeurIPS 2025

ReInAgent: A Context-Aware GUI Agent Enabling Human-in-the-Loop Mobile Task Navigation

Haitao Jia, Ming He, Zimo Yin, Likang Wu, Jianping Fan, Jitao Sang

专题命中 GUI与网页智能体 ：agent(title,abstract)；planning(abstract)；multi-agent(abstract)；分类 cs.AI

Banking Done Right: Redefining Retail Banking with Language-Centric AI

Xin Jie Chua, Jeraelyn Ming Li Tan, Jia Xuan Tan, Soon Chang Poh, Yi Xian Goh, Debbie Hui Tian Choong, Chee Mun Foong, Sze Jue Yang, Chee Seng Chan

机构 * Universiti Malaya（马来大学） ； YTL AI Labs（YTL人工智能实验室） ； Ryt Bank（Ryt银行） 纠错

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

Comments Accepted at EMNLP2025 Industry Track

An LLM-Powered Cooperative Framework for Large-Scale Multi-Vehicle Navigation

Yuping Zhou, Siqi Lai, Jindong Han, Hao Liu

机构 * The Hong Kong University of Science and Technology (Guangzhou)（香港科学与技术大学（广州）） 纠错

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

Satellite Navigation and Control using Physics-Informed Artificial Potential Field and Sliding Mode Controller

Rakesh Kumar Sahoo, Paridhi Choudhary, Manoranjan Sinha

专题命中 GUI与网页智能体 ：planning(abstract)

Probabilistically-Safe Bipedal Navigation over Uncertain Terrain via Conformal Prediction and Contraction Analysis

Kasidit Muenprasitivej, Ye Zhao, Glen Chou

机构 * Georgia Institute of Technology（佐治亚理工学院） 纠错

专题命中 GUI与网页智能体 ：planning(abstract)

Comments 9 pages, 4 figures

Enabling Personalized Long-term Interactions in LLM-based Agents through Persistent Memory and User Profiles

Rebecca Westhäußer, Wolfgang Minker, Sebatian Zepf

机构 * Ulm University（乌尔姆大学） 纠错

专题命中 记忆与上下文管理 ：agent(abstract)；AI agent(abstract)；agentic(abstract)；multi-agent(abstract)

Comments 8 pages, 1 figure, 1 table

AutoQual: An LLM Agent for Automated Discovery of Interpretable Features for Review Quality Assessment

Xiaochong Lan, Jie Feng, Yinxing Liu, Xinlei Shi, Yong Li

机构 * Department of Electronic Engineering, BNRist, Tsinghua University（电子工程系、百度研究院、清华大学） 纠错

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

Comments EMNLP 2025

Seeing, Listening, Remembering, and Reasoning: A Multimodal Agent with Long-Term Memory

Lin Long, Yichen He, Wentao Ye, Yiyuan Pan, Yuan Lin, Hang Li, Junbo Zhao, Wei Li

机构 * Zhejiang University（浙江大学） ； Shanghai Jiao Tong University（上海交通大学） 纠错

专题命中 记忆与上下文管理 ：agent(title,abstract)

Beyond hospital reach: Autonomous lightweight ultrasound robot for liver sonography

Zihan Li, Yixiao Xu, Lei Zhang, Taiyu Han, Xinshan Yang, Yingni Wang, Mingxuan Liu, Shenghai Xin, Linxun Liu, Hongen Liao, Guochen Ning

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

Upper Expected Meeting Times for Interdependent Stochastic Agents

Marco Sangalli, Erik Quaeghebeur, Thomas Krak

专题命中 记忆与上下文管理 ：agent(abstract)

Journal ref Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Vol. 16099, Lecture Notes in Artificial Intelligence (LNAI) Springer (2025) 238-252

Agent-Based Genetic Algorithm for Crypto Trading Strategy Optimization

Qiushi Tian, Churong Liang, Kairan Hong, Runnan Li

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

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

Comments 5 pages, 4 figures

AI Knowledge Assist: An Automated Approach for the Creation of Knowledge Bases for Conversational AI Agents

Md Tahmid Rahman Laskar, Julien Bouvier Tremblay, Xue-Yong Fu, Cheng Chen, Shashi Bhushan TN

机构 * Dialpad Inc.（Dialpad公司） 纠错

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

Comments Accepted to the EMNLP 2025 Industry Track

Incremental Summarization for Customer Support via Progressive Note-Taking and Agent Feedback

Yisha Wu, Cen Mia Zhao, Yuanpei Cao, Xiaoqing Su, Yashar Mehdad, Mindy Ji, Claire Na Cheng

机构 * Airbnb Inc.（Airbnb公司） 纠错

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

Comments Accepted at EMNLP 2025 Industry Track

Multimodal Safety Evaluation in Generative Agent Social Simulations

Alhim Vera, Karen Sanchez, Carlos Hinojosa, Haidar Bin Hamid, Donghoon Kim, Bernard Ghanem

机构 * University of Cincinnati（辛辛那提大学） ； King Abdullah University of Science and Technology（国王阿卜杜勒·阿齐兹大学科学与技术） 纠错

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

Agent-in-the-Loop: A Data Flywheel for Continuous Improvement in LLM-based Customer Support

Cen Mia Zhao, Tiantian Zhang, Hanchen Su, Yufeng Wayne Zhang, Shaowei Su, Mingzhi Xu, Yu Elaine Liu, Wei Han, Jeremy Werner, Claire Na Cheng, Yashar Mehdad

机构 * Airbnb, Inc.（Airbnb公司） 纠错

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

Comments EMNLP 2025 Industry Track submission (Paper #305). Preprint. Main text within the 7-page industry limit (references/appendices excluded). Contains multiple figures and tables

Self-Improving LLM Agents at Test-Time

Emre Can Acikgoz, Cheng Qian, Heng Ji, Dilek Hakkani-Tür, Gokhan Tur

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

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

ClauseLens: Clause-Grounded, CVaR-Constrained Reinforcement Learning for Trustworthy Reinsurance Pricing

Stella C. Dong, James R. Finlay

机构 * Department of Applied Mathematics, University of California, Davis, CA, USA（加州大学戴维斯分校应用数学系） ； Wharton School of Business, University of Pennsylvania, Philadelphia, PA, USA（宾夕法尼亚大学沃顿商学院） 纠错

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

Comments Accepted for publication at the 6th ACM International Conference on AI in Finance (ICAIF 2025), Singapore. Author-accepted version (October 2025). 10 pages, 5 figures

AppForge: From Assistant to Independent Developer -- Are GPTs Ready for Software Development?

Dezhi Ran, Yuan Cao, Mengzhou Wu, Simin Chen, Yuzhe Guo, Jun Ren, Zihe Song, Hao Yu, Jialei Wei, Linyi Li, Wei Yang, Baishakhi Ray, Tao Xie

机构 * Key Lab of HCST (PKU), MOE（HCST关键实验室（PKU）） ； School of Computer Science, Peking University, China（北京大学计算机科学学院） ； Columbia University, USA（哥伦比亚大学） ； Beijing Jiaotong University, China（北京交通大学） ； University of Texas at Dallas, USA（德克萨斯大学达拉斯分校） ； Hong Kong University of Science and Technology, Hong Kong SAR, China（香港科技大学） ； Fudan University Institute of Systems for Advanced Computing, Shanghai, China（复旦大学先进计算系统研究所） ； Simon Fraser University, Canada（西蒙弗雷泽大学） ； Shanghai Institute of Systems for Open Computing, Shanghai, China（上海开放计算系统研究所） 纠错

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

Comments Under Review. Benchmark and leadboards at https://appforge-bench.github.io/

Paper2Video: Automatic Video Generation from Scientific Papers

Zeyu Zhu, Kevin Qinghong Lin, Mike Zheng Shou

机构 * Show Lab, National University of Singapore（展示实验室，新加坡国立大学） 纠错

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

Comments Project Page: https://showlab.github.io/Paper2Video/

BixBench: a Comprehensive Benchmark for LLM-based Agents in Computational Biology

Ludovico Mitchener, Jon M Laurent, Alex Andonian, Benjamin Tenmann, Siddharth Narayanan, Geemi P Wellawatte, Andrew White, Lorenzo Sani, Samuel G Rodriques

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

Comments 8 main text pages, 5 main figures

DODO: Causal Structure Learning with Budgeted Interventions

Matteo Gregorini, Chiara Boldrini, Lorenzo Valerio

机构 * University of Pisa（比萨大学） 纠错

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

Comments Under review. Supported by SoBigDatait IR0000013, FAIR PE00000013, ICSC CN00000013

Parameter-Free Federated TD Learning with Markov Noise in Heterogeneous Environments

Ankur Naskar, Gugan Thoppe, Utsav Negi, Vijay Gupta

机构 * Dept. of Computer Science and Automation, Indian Institute of Science（计算机科学与自动化系，印度科学研究院） ； School of Electrical and Computer Engineering, Purdue University（电气与计算机工程学院，普渡大学） 纠错

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

WebRenderBench: Enhancing Web Interface Generation through Layout-Style Consistency and Reinforcement Learning

Peichao Lai, Jinhui Zhuang, Kexuan Zhang, Ningchang Xiong, Shengjie Wang, Yanwei Xu, Chong Chen, Yilei Wang, Bin Cui

机构 * Peking University（北京大学） ； Xiamen Huaxia University（厦门华夏大学） ； Fuzhou University（福州市大学） ； City University of Hong Kong（香港城市大学） ； Huawei Cloud BU（华为云业务单元） 纠错

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