AI Agent

Neurosymbolic Diffusion Models

Emile van Krieken, Pasquale Minervini, Edoardo Ponti, Antonio Vergari

机构 * School of Informatics, University of Edinburgh（信息学院，爱丁堡大学） 纠错

专题命中 规划决策 ：planning(abstract)；分类 cs.LG

Comments Accepted to NeurIPS 2025

Time Weaver: A Conditional Time Series Generation Model

Sai Shankar Narasimhan, Shubhankar Agarwal, Oguzhan Akcin, Sujay Sanghavi, Sandeep Chinchali

机构 * Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, USA（电子与计算机工程系，德克萨斯大学奥斯汀分校，奥斯汀，美国） 纠错

专题命中 规划决策 ：planning(abstract)；分类 cs.LG

Are LLMs Rigorous Logical Reasoners? Empowering Natural Language Proof Generation by Stepwise Decoding with Contrastive Learning

Ying Su, Mingwen Liu, Zhijiang Guo

机构 * South China University of Technology（华南理工大学） ； Likelihood Lab（Likelihood实验室） ； HKUST(GZ)（香港科技大学（广州）） ； HKUST（香港科技大学） 纠错

专题命中 规划决策 ：planning(abstract)；分类 cs.CL

Comments 15 pages, 2 figures, 11 tables. Accepted by AACL 2025 main conference

Putting a Price on Immobility: Food Deliveries and Pricing Approaches

Runyu Wang, Haotian Zhong

专题命中 规划决策 ：planning(abstract)

Comments 28 pages, 1 figure

Survey Data Integration for Distribution Function Estimation

Jeremy Flood, Sayed Mostafa

专题命中 规划决策 ：planning(abstract)

Beyond Imitation: Constraint-Aware Trajectory Generation with Flow Matching For End-to-End Autonomous Driving

Lin Liu, Guanyi Yu, Ziying Song, Junqiao Li, Caiyan Jia, Feiyang Jia, Peiliang Wu, Yandan Luo

机构 * Beijing Jiaotong University（北京交通大学） ； Qcraft ； Yanshan University（燕山大学） ； The University of Queensland（昆士兰大学） 纠错

专题命中 规划决策 ：planning(abstract)

Simultaneous optimization of non-coplanar beam orientations and cumulative EQD2 distribution for high-dose reirradiation of locoregionally recurrent non-small cell lung cancer

Nathan Torelli, Jonas Willmann, Katja Daehler, Madalyne Day, Nicolaus Andratschke, Jan Unkelbach

专题命中 规划决策 ：planning(abstract)

FlexICL: A Flexible Visual In-context Learning Framework for Elbow and Wrist Ultrasound Segmentation

Yuyue Zhou, Jessica Knight, Shrimanti Ghosh, Banafshe Felfeliyan, Jacob L. Jaremko, Abhilash R. Hareendranathan

机构 * Department of Radiology and Diagnostic Imaging, University of Alberta（放射科与诊断影像学系，阿尔伯塔大学） 纠错

专题命中 规划决策 ：planning(abstract)

Targeted Resilient Zoning for High Impact Events via Multi Circuit Polelines

Hritik Gopal Shah, Gregory Giustino, Elli Ntakou

专题命中 规划决策 ：planning(abstract)

Reasoning Visual Language Model for Chest X-Ray Analysis

Andriy Myronenko, Dong Yang, Baris Turkbey, Mariam Aboian, Sena Azamat, Esra Akcicek, Hongxu Yin, Pavlo Molchanov, Marc Edgar, Yufan He, Pengfei Guo, Yucheng Tang, Daguang Xu

机构 * NVIDIA ； NIH/NCI ； CHOP/UPenn ； Basaksehir Cam and Sakura City Hospital 纠错

专题命中 规划决策 ：workflow(abstract)

Comments NV-Reason-CXR-3B

Data-Efficient Excavation Force Estimation for Wheel Loaders

Armin Abdolmohammadi, Navid Mojahed, Shima Nazari, Bahram Ravani

专题命中 规划决策 ：planning(abstract)

Journal ref IEEE Access, vol. 13, pp. 181846-181862, Oct. 16, 2025

Loop Closure from Two Views: Revisiting PGO for Scalable Trajectory Estimation through Monocular Priors

Tian Yi Lim, Boyang Sun, Marc Pollefeys, Hermann Blum

专题命中 规划决策 ：planning(abstract)

Sustainable Multi-Modal Transportation and Routing focusing on Costs and Carbon Emissions Reduction

Saba Javanpour, A. Radman, Sarow Saeedi, Sina Feizi Karimabadi, Daniel A. Larson, Eric C. Jones

专题命中 规划决策 ：planning(abstract)

Comments Abstracted submitted in the Proceedings of the IISE Annual Conference & Expo 2025

Journal ref Proceedings of the IISE Annual Conference & Expo 2025

MedAgentBoard: Benchmarking Multi-Agent Collaboration with Conventional Methods for Diverse Medical Tasks

Yinghao Zhu, Ziyi He, Haoran Hu, Xiaochen Zheng, Xichen Zhang, Zixiang Wang, Junyi Gao, Liantao Ma, Lequan Yu

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

Comments Accepted by NeurIPS 2025 Datasets & Benchmarks Track

Multi-Agent Reinforcement Learning for Market Making: Competition without Collusion

Ziyi Wang, Carmine Ventre, Maria Polukarov

机构 * King's College London（伦敦国王学院） 纠错

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

Nexus: Execution-Grounded Multi-Agent Test Oracle Synthesis

Dong Huang, Mingzhe Du, Jie M. Zhang, Zheng Lin, Meng Luo, Qianru Zhang, See-Kiong Ng

机构 * NUS（新加坡国立大学） 纠错

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

Comments Under Review

A General Incentives-Based Framework for Fairness in Multi-agent Resource Allocation

Ashwin Kumar, William Yeoh

机构 * Washington University in St Louis（圣路易斯华盛顿大学） 纠错

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

Optimal Information Combining for Multi-Agent Systems Using Adaptive Bias Learning

Siavash M. Alamouti, Fay Arjomandi

机构 * IEEE Transactions on Information Theory（IEEE信息论交易） 纠错

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

Comments 22 pages, 2 Figures, 62 equations, 47 references

Multi-Agent Evolve: LLM Self-Improve through Co-evolution

Yixing Chen, Yiding Wang, Siqi Zhu, Haofei Yu, Tao Feng, Muhan Zhang, Mostofa Patwary, Jiaxuan You

机构 * University of Illinois at Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） ； Peking University（北京大学） ； NVIDIA（英伟达） 纠错

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

Comments 29 pages, 4 figures

A Multi-agent Large Language Model Framework to Automatically Assess Performance of a Clinical AI Triage Tool

Adam E. Flanders, Yifan Peng, Luciano Prevedello, Robyn Ball, Errol Colak, Prahlad Menon, George Shih, Hui-Ming Lin, Paras Lakhani

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

Comments 29 pages, 3 figures, 4 tables

Delegated Authorization for Agents Constrained to Semantic Task-to-Scope Matching

Majed El Helou, Chiara Troiani, Benjamin Ryder, Jean Diaconu, Hervé Muyal, Marcelo Yannuzzi

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

Comments Paper page at https://outshift-open.github.io/ASTRA

A Pragmatic View of AI Personhood

Joel Z. Leibo, Alexander Sasha Vezhnevets, William A. Cunningham, Stanley M. Bileschi

机构 * Google DeepMind（谷歌DeepMind） ； University of Toronto（多伦多大学） 纠错

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

Comments 40 pages

Decentralized Merging Control of Connected and Automated Vehicles to Enhance Safety and Energy Efficiency using Control Barrier Functions

Shreshta Rajakumar Deshpande, Mrdjan Jankovic

专题命中 多智能体 ：agent(abstract)

Comments This work has been submitted to a conference for possible publication and is under review. Paper summary: 8 pages, 5 figures, 2 tables

From Queries to Insights: Agentic LLM Pipelines for Spatio-Temporal Text-to-SQL

Manu Redd, Tao Zhe, Dongjie Wang

机构 * University of Kansas（堪萨斯大学） 纠错

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

Comments 8 pages, 5 figures, GeoGenAgent'25 - ACM SIGSPATIAL

FinOps Agent -- A Use-Case for IT Infrastructure and Cost Optimization

Ngoc Phuoc An Vo, Manish Kesarwani, Ruchi Mahindru, Chandrasekhar Narayanaswami

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

Remote Labor Index: Measuring AI Automation of Remote Work

Mantas Mazeika, Alice Gatti, Cristina Menghini, Udari Madhushani Sehwag, Shivam Singhal, Yury Orlovskiy, Steven Basart, Manasi Sharma, Denis Peskoff, Elaine Lau, Jaehyuk Lim, Lachlan Carroll, Alice Blair, Vinaya Sivakumar, Sumana Basu, Brad Kenstler, Yuntao Ma, Julian Michael, Xiaoke Li, Oliver Ingebretsen, Aditya Mehta, Jean Mottola, John Teichmann, Kevin Yu, Zaina Shaik, Adam Khoja, Richard Ren, Jason Hausenloy, Long Phan, Ye Htet, Ankit Aich, Tahseen Rabbani, Vivswan Shah, Andriy Novykov, Felix Binder, Kirill Chugunov, Luis Ramirez, Matias Geralnik, Hernán Mesura, Dean Lee, Ed-Yeremai Hernandez Cardona, Annette Diamond, Summer Yue, Alexandr Wang, Bing Liu, Ernesto Hernandez, Dan Hendrycks

机构 * Center for AI Safety（人工智能安全中心） ； Scale AI 纠错

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

Comments Website: https://www.remotelabor.ai

Paper2Poster: Towards Multimodal Poster Automation from Scientific Papers

Wei Pang, Kevin Qinghong Lin, Xiangru Jian, Xi He, Philip Torr

机构 * University of Waterloo（滑铁卢大学） ； University of Oxford（牛津大学） ； Vector Institute（向量研究所） 纠错

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

Comments Project Page: https://github.com/Paper2Poster/Paper2Poster

Quality-controlled registration of urban MLS point clouds reducing drift effects by adaptive fragmentation

Marco Antonio Ortiz Rincon, Yihui Yang, Christoph Holst

机构 * Chair of Engineering Geodesy, TUM School of Engineering and Design, Technical University of Munich（工程大地测量学系，技术大学慕尼黑） 纠错

专题命中 工作流自动化 ：planning(abstract)；workflow(abstract)

Comments 10 pages, 7 figures. This manuscript is currently under review at the International Journal of Applied Earth Observation and Geoinformation (Elsevier). A preprint version will also be available on SSRN (Elsevier Preprints) with a DOI once processed. This is the original preprint version submitted for peer review

Completion $\neq$ Collaboration: Scaling Collaborative Effort with Agents

Shannon Zejiang Shen, Valerie Chen, Ken Gu, Alexis Ross, Zixian Ma, Jillian Ross, Alex Gu, Chenglei Si, Wayne Chi, Andi Peng, Jocelyn J Shen, Ameet Talwalkar, Tongshuang Wu, David Sontag

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

Comments 22 pages, 5 figures, 3 tables

Towards Reinforcement Learning Based Log Loading Automation

Ilya Kurinov, Miroslav Ivanov, Grzegorz Orzechowski, Aki Mikkola

机构 * School of Energy Systems（能源系统学院） ； LUT University（卢塞恩理工大学） ； School of Arctic Natural Resources and Economy（极地自然资源与经济学院） ； Lapland University of Applied Sciences（拉普兰应用科学大学） 纠错

专题命中 工作流自动化 ：agent(abstract)