AI Agent

Sketchar: Supporting Character Design and Illustration Prototyping Using Generative AI

Long Ling, Xinyi Chen, Ruoyu Wen, Toby Jia-Jun Li, Ray LC

专题命中 多智能体 ：workflow(abstract)

Comments Accepted at CHI PLAY 2024

Journal ref Proc. ACM Hum.-Comput. Interact., Vol. 8, No. CHI PLAY, Article 337. Publication date: October 2024

Conformity: Resolving the Trade-Off Between Performance and Synchrony in Multi-Unit Organizations

Ravshanbek Khodzhimatov, Stephan Leitner, Friederike Wall

专题命中 多智能体 ：agent(abstract)

Comments 30 pages, 2 appendices, 5 figures, 3 tables in the main text, online appendix

AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up

Sakhinana Sagar Srinivas, Shivam Gupta, Venkataramana Runkana

机构 * Tata Research Development（塔塔研究发展） ； Design Center, Bangalore（设计中心，班加罗尔） 纠错

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

New Interaction Paradigm for Complex EDA Software Leveraging GPT

Xinyu Wang, Boyu Han, Zhenghan Tai, Jingrui Tian, Yifan Wang, Junyu Yan, Yidong Tian

机构 * McGill University, Canada（麦吉尔大学） ； Stanford University, USA（斯坦福大学） ； University of Toronto, Canada（多伦多大学） ； Tsinghua University, China（清华大学） ； Beihang University, China（北航大学） ； The University of Manchester, UK（曼彻斯特大学） ； University of California, Los Angeles, USA（加州大学洛杉矶分校） ； Beijing Smarton Empower Co., Ltd., China（北京Smarton赋能科技有限公司） 纠错

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

Comments Accepted to ICML 2025 Workshop on New In Machine Learning (NewInML), 9 pages, 8 figures

Active inference for action-unaware agents

Filippo Torresan, Keisuke Suzuki, Ryota Kanai, Manuel Baltieri

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

Comments 59 pages, 47 figures

A Confidence-Diversity Framework for Calibrating AI Judgement in Accessible Qualitative Coding Tasks

Zhilong Zhao, Yindi Liu

机构 * School of Journalism and Communication, South China University of Technology, Guangzhou, China（新闻与传播学院，华南理工大学，广州，中国） ； Guangdong–Hong Kong–Macao Greater Bay Area Research Institute of International Communication, South China University of Technology, Guangzhou, China（粤港澳大湾区国际传播研究院，华南理工大学，广州，中国） 纠错

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

Comments 23 pages, 5 figures. Code and data available at https://doi.org/10.7910/DVN/G1AYGK

Simulation-Based Inference: A Practical Guide

Michael Deistler, Jan Boelts, Peter Steinbach, Guy Moss, Thomas Moreau, Manuel Gloeckler, Pedro L. C. Rodrigues, Julia Linhart, Janne K. Lappalainen, Benjamin Kurt Miller, Pedro J. Gonçalves, Jan-Matthis Lueckmann, Cornelius Schröder, Jakob H. Macke

机构 * Machine Learning in Science, University of Tübingen（机器学习科学系，图宾根大学） ； Tübingen AI Center（图宾根人工智能中心） ； TransferLab, appliedAI Institute for Europe（TransferLab，应用AI欧洲研究所） ； Helmholtz AI and Helmholtz-Zentrum Dresden-Rossendorf（海德堡人工智能与德累斯顿-罗斯托克研究中心） ； Université Paris-Saclay, Inria, CEA, Palaiseau, 91120, France（巴黎-萨克雷大学，法国国家信息与自动化研究所，法国原子能委员会，帕莱伊索，91120） ； Univ. Grenoble Alpes, Inria, CNRS, Grenoble INP, LJK（格勒诺布尔阿尔卑斯大学，法国国家信息与自动化研究所，国家科学研究中心，格勒诺布尔INP，LJK） ； University of Amsterdam（阿姆斯特丹大学） ； VIB-Neuroelectronics Research Flanders (NERF), Belgium（比利时弗拉芒神经电子研究VIB-NERF） ； Departments of Computer Science and Electrical Engineering, KU Leuven, Belgium（比利时鲁文大学计算机科学与电气工程系） ； Google Research（谷歌研究） ； Department Empirical Inference, Max Planck Institute for Intelligent Systems, Tübingen, Germany（经验推理部门，马克斯·普朗克智能系统研究所，图宾根，德国） 纠错

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

Machine Learning-Based Manufacturing Cost Prediction from 2D Engineering Drawings via Geometric Features

Ahmet Bilal Arıkan, Şener Özönder, Mustafa Taha Koçyiğit, Hüseyin Oktay Altun, H. Kübra Küçükkartal, Murat Arslanoğlu, Fatih Çağırankaya, Berk Ayvaz

机构 * Institute for Data Science \& Artificial Intelligence, Bo g azi c i University, \. I stanbul, T\" u rkiye ； ArtificaX Technologies, Bo g azi c i Teknopark, \. I stanbul, T\" u rkiye ； Teknorot Automative Products Inc., D\" u zce, T\" u rkiye ； \. I stanbul Ticaret University, Faculty of Engineering, Industrial Engineering, \. I stanbul, T\" u rkiye 纠错

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

Co-Writing with AI, on Human Terms: Aligning Research with User Demands Across the Writing Process

Mohi Reza, Jeb Thomas-Mitchell, Peter Dushniku, Nathan Laundry, Joseph Jay Williams, Anastasia Kuzminykh

机构 * University of Toronto（多伦多大学） 纠错

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

Journal ref PACMHCI (CSCW 2025)

Developing a ChatGPT-Based Tool for Physics Experiment Teaching

Yifeng Liu, Min Li, Zhaojun Zhang, Youkang Fang, Meibao Qin

专题命中 工作流自动化 ：workflow(abstract)

Operando Electron Microscopy of Nanoscale Electronic Devices on Non-Conductive Substrates

Menglin Zhu, Michael Xu, Zishen Tian, Colin Gilgenbach, Daniel Drury, Bridget R. Denzer, Ching-Che Lin, Deokyoung Kang, Lane W. Martin, James M. LeBeau

专题命中 工作流自动化 ：workflow(abstract)

Invitation Is All You Need! Promptware Attacks Against LLM-Powered Assistants in Production Are Practical and Dangerous

Ben Nassi, Stav Cohen, Or Yair

专题命中 工作流自动化 ：agent(abstract)

Comments https://sites.google.com/view/invitation-is-all-you-need/home

CoGrader: Transforming Instructors' Assessment of Project Reports through Collaborative LLM Integration

Zixin Chen, Jiachen Wang, Yumeng Li, Haobo Li, Chuhan Shi, Rong Zhang, Huamin Qu

专题命中 工作流自动化 ：workflow(abstract)

Journal ref ACM UIST 2025

Quantitative error analysis of back-stripping based models: case study from Po Delta (northern Italy)

Eleonora Vitagliano, Chiara D'Ambrogi, Ilaria Spassiani, Rosa Di Maio

专题命中 工作流自动化 ：workflow(abstract)

Comments 23 pages, 7 figures,

Journal ref Earth and Space Science, 2025

An open framework for archival, reproducible, and transparent science

Sabar Dasgupta, Paul Nuyujukian

专题命中 工作流自动化 ：workflow(abstract)

Comments 15 pages, 6 figures

A Law of Emergence: Maximum Causal Power at the Mesoscale

Liang Chen

专题命中 工作流自动化 ：agent(abstract)

EFECT: A Method to Quantify the Reproducibility of Stochastic Simulations

T. J. Sego, Matthias König, Luis L. Fonseca, Dilan Pathirana, Frank T. Bergmann, Hernán E. Grecco, Mauro Silberberg, Subhasis Ray, Baylor Fain, Adam C. Knapp, Krishna Tiwari, Henning Hermjakob, Herbert M. Sauro, James A. Glazier, Reinhard C. Laubenbacher, Rahuman S. Malik-Sheriff

专题命中 工作流自动化 ：workflow(abstract)

Comments 24 pages, 4 figures

Uncovering Systematic Failures of LLMs in Verifying Code Against Natural Language Specifications

Haolin Jin, Huaming Chen

机构 * University of Sydney（悉尼大学） 纠错

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

Comments Accepted to the NIER track of the 40th IEEE/ACM International Conference on Automated Software Engineering (ASE 2025)

Rethinking Autonomy: Preventing Failures in AI-Driven Software Engineering

Satyam Kumar Navneet, Joydeep Chandra

机构 * Department of CSE Chandigarh University Mohali, India（计算机科学与工程系 奇纳格里大学 莫哈利，印度） ； Department of CST Tsinghua University Beijing, China（计算机科学与技术系 清华大学 北京，中国） 纠错

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

Illuminating LLM Coding Agents: Visual Analytics for Deeper Understanding and Enhancement

Junpeng Wang, Yuzhong Chen, Menghai Pan, Chin-Chia Michael Yeh, Mahashweta Das

机构 * Visa Research（Visa研究） 纠错

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Comments 11 pages, 10 figures

Information-Theoretic Fairness with A Bounded Statistical Parity Constraint

Amirreza Zamani, Abolfazl Changizi, Ragnar Thobaben, Mikael Skoglund

专题命中 软件智能体 ：agent(abstract)

Semantic Anchoring in Agentic Memory: Leveraging Linguistic Structures for Persistent Conversational Context

Maitreyi Chatterjee, Devansh Agarwal

机构 * Cornell University（康奈尔大学） 纠错

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

Comments Paper is currently in peer review

Every 28 Days the AI Dreams of Soft Skin and Burning Stars: Scaffolding AI Agents with Hormones and Emotions

Leigh Levinson, Christopher J. Agostino

机构 * Indiana University（印第安纳大学） ； NPC Worldwide（NPC全球） 纠错

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

Comments 9 pages, 1 figure, submitted to NeurIPS Creative AI track

Exploring Autonomous Agents: A Closer Look at Why They Fail When Completing Tasks

Ruofan Lu, Yichen Li, Yintong Huo

机构 * Singapore Management University（新加坡国立管理大学） 纠错

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

Comments Accepted by ASE 2025 NIER

N-Agent Ad Hoc Teamwork

Caroline Wang, Arrasy Rahman, Ishan Durugkar, Elad Liebman, Peter Stone

机构 * Sony AI（索尼人工智能） 纠错

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

Journal ref Proceedings of the 38th International Conference on Neural Information Processing Systems (NIPS '24), Vol. 37 (2024), Article 3551, 111832-111862

Reliability, Embeddedness, and Agency: A Utility-Driven Mathematical Framework for Agent-Centric AI Adoption

Faruk Alpay, Taylan Alpay

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

Comments 17 pages, 7 figures, 4 tables

Structuring the Unstructured: A Systematic Review of Text-to-Structure Generation for Agentic AI with a Universal Evaluation Framework

Zheye Deng, Chunkit Chan, Tianshi Zheng, Wei Fan, Weiqi Wang, Yangqiu Song

机构 * Department of Computer Science and Engineering, HKUST, Hong Kong SAR, China（计算机科学与工程系，香港科技大学，香港特别行政区，中国） 纠错

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

Comments Under Review

GALA: Can Graph-Augmented Large Language Model Agentic Workflows Elevate Root Cause Analysis?

Yifang Tian, Yaming Liu, Zichun Chong, Zihang Huang, Hans-Arno Jacobsen

机构 * University of Toronto（多伦多大学） 纠错

专题命中 Agent评测 ：agentic(title)；分类 cs.AI

Comments 12 pages, 5 figures

TeleAntiFraud-28k: An Audio-Text Slow-Thinking Dataset for Telecom Fraud Detection

Zhiming Ma, Peidong Wang, Minhua Huang, Jingpeng Wang, Kai Wu, Xiangzhao Lv, Yachun Pang, Yin Yang, Wenjie Tang, Yuchen Kang

机构 * China Mobile Internet Company Ltd.（中国移动互联网有限公司） ； Northeastern University（东北大学） 纠错

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

Learning Zero-Sum Linear Quadratic Games with Improved Sample Complexity and Last-Iterate Convergence

Jiduan Wu, Anas Barakat, Ilyas Fatkhullin, Niao He

机构 * Department of Computer Science, ETH Zürich（计算机科学系，苏黎世联邦理工学院） 纠错

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