AI Agent

Five Years of Clinical Application of independent Monte Carlo-Based Patient-Specific Quality Assurance at the Maastro Proton Therapy Center

Ilaria Rinaldi, Giorgio Cartechini, Angelo Schiavi, Jan Gajewski, Nils Krah, Antoni Rucinski, Gloria Vilches Freixas, Vincenzo Patera, Sebastiaan Nijsten

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

Open reaction-diffusion systems: bridging probabilistic theory and simulations across scales

Mauricio J. del Razo, Margarita Kostré

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

Journal ref J. Phys. A: Math. Theor. 58 (2025)

A modular framework for collaborative human-AI, multi-modal and multi-beamline synchrotron experiments

Adam A. Corrao, Phillip M. Maffettone, Bruce Ravel, Thomas A. Caswell, Stuart I. Campbell, Howie Joress, Stuart Wilkins, Daniel Olds

专题命中 工作流自动化 ：agent(abstract)；AI agent(abstract)

Comments 39 pages, 13 figures, Supporting Information available in SI.pdf

KAQG: A Knowledge-Graph-Enhanced RAG for Difficulty-Controlled Question Generation

Ching Han Chen, Ming Fang Shiu

专题命中 工作流自动化 ：agent(abstract)；multi-agent(abstract)

Comments 10 pages, 4 figures and 6 tables

Decentralised Multi-Manager Fund Framework

Arman Abgaryan, Utkarsh Sharma, Joshua Tobkin

专题命中 工作流自动化 ：AI agent(abstract)；autonomous agent(abstract)

Evaluating the Limitations of Local LLMs in Solving Complex Programming Challenges

Kadin Matotek, Heather Cassel, Md Amiruzzaman, Linh B. Ngo

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

Comments Comments: 16 pages, 3 figures, 8 tables, accepted to CCSC Eastern 2025

A parallel algorithm for generating Pareto-optimal radiosurgery treatment plans

Joakim da Silva, Daniel Hernández Escobar, Tor Kjellsson Lindblom, Håkan Nordström, Jens Sjölund

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

Making a Pipeline Production-Ready: Challenges and Lessons Learned in the Healthcare Domain

Daniel Angelo Esteves Lawand, Lucas Quaresma Medina Lam, Roberto Oliveira Bolgheroni, Renato Cordeiro Ferreira, Alfredo Goldman, Marcelo Finger

机构 * Instituto de Matemática e Estatística (IME), University of São Paulo (USP), Brazil（数学与统计学研究所（IME），圣保罗大学（USP），巴西） ； Jheronimus Academy of Data Science (JADS), Tilburg University (TiU)（杰赫罗尼穆斯数据科学学院（JADS），蒂尔堡大学（TiU）） 纠错

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

Comments 8 pages, 3 figures (2 diagrams, 2 code listings), accepted to the workshop SADIS 2025

Journal ref Software Architecture. ECSA 2025 Tracks and Workshops. ECSA 2025. Lecture Notes in Computer Science, vol 15982

A Practical Flake Segmentation and Indexing Pipeline for Automated 2D Material Stacking

Yutao Li, Logan Sherlock, Ryan Benderson, Daniel Ostrom, Huandong Chen, Kazuhiro Fujita, Abhay Pasupathy

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

Trajectory-to-Action Pipeline (TAP): Automated Scenario Description Extraction for Autonomous Vehicle Behavior Comparison

Aron Harder, Madhur Behl

机构 * Department of Computer Science, University of Virginia（弗吉尼亚大学计算机科学系） 纠错

专题命中 工作流自动化 ：agent(abstract)；multi-agent(abstract)

Comments 11 pages, 6 figures

GPU Kernel Scientist: An LLM-Driven Framework for Iterative Kernel Optimization

Martin Andrews, Sam Witteveen

机构 * LLM-Driven Framework for Iterative Kernel Optimization（LLM驱动的迭代核优化框架） 纠错

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

Comments 4+1 page paper plus Appendices and Supplementary zip file. Presented at the ES-FoMo "Efficient Systems for Foundation Models" workshop at ICML 2025

Med-GRIM: Enhanced Zero-Shot Medical VQA using prompt-embedded Multimodal Graph RAG

Rakesh Raj Madavan, Akshat Kaimal, Hashim Faisal, Chandrakala S

机构 * Shiv Nadar University Chennai（施瓦斯纳大学钦奈） 纠错

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

From research to clinic: Accelerating the translation of clinical decision support systems by making synthetic data interoperable

Pavitra Chauhan, Mohsen Gamal Saad Askar, Kristian Svendsen, Bjørn Fjukstad, Brita Elvevåg, Lars Ailo Bongo, Edvard Pedersen

机构 * Department of Computer Science, UiT The Arctic University of Norway（乌伊特北极大学计算机科学系） ； Department of Pharmacy, UiT The Arctic University of Norway（乌伊特北极大学药学系） ； DIPS AS（DIPS公司） ； Department of Clinical Medicine, UiT The Arctic University of Norway（乌伊特北极大学临床医学系） 纠错

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

Manipulating Multimodal Agents via Cross-Modal Prompt Injection

Le Wang, Zonghao Ying, Tianyuan Zhang, Siyuan Liang, Shengshan Hu, Mingchuan Zhang, Aishan Liu, Xianglong Liu

机构 * Beihang University（北洋大学） ； National University of Singapore（新加坡国立大学） ； Huazhong University of Science and Technology（华中科技大学） ； Henan University of Science and Technology（河南科技大学） 纠错

专题命中 工作流自动化 ：agent(abstract)；autonomous agent(abstract)

Comments 16 pages, 5 figures

Architecting Human-AI Cocreation for Technical Services -- Interaction Modes and Contingency Factors

Jochen Wulf, Jurg Meierhofer, Frank Hannich

专题命中 工作流自动化 ：agent(abstract)；agentic(abstract)

The Case for a Horizontal Federated AI operating System for Telcos

Sebastian Barros

专题命中 工作流自动化 ：agent(abstract)；AI agent(abstract)

Comments 22 pages

The Compositional Architecture of Regret in Large Language Models

Xiangxiang Cui, Shu Yang, Tianjin Huang, Wanyu Lin, Lijie Hu, Di Wang

机构 * Provable Responsible AI and Data Analytics (PRADA) Lab（可证明负责任的人工智能与数据分析实验室） ； King Abdullah University of Science and Technology（卡瓦尔大学科学与技术大学） ； State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University（认知神经科学与学习国家重点实验室，北京师范大学） ； University of Exeter（埃克塞特大学） ； The Hong Kong Polytechnic University（香港理工大学） 纠错

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

Comments 23 pages

Inverse Design Method with Enhanced Sampling for Complex Open Crystals: Application to Novel Zeolite Self-Assembly in a Coarse-Grained Model

Chaohong Wang, Alberto Pérez de Alba Ortíz, Marjolein Dijkstra

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

Comments 17 pages, 13 figures

Integrating Large Language Models into Text Animation: An Intelligent Editing System with Inline and Chat Interaction

Bao Zhang, Zihan Li, Zhenglei Liu, Huanchen Wang, Yuxin Ma

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

AI Scientists Fail Without Strong Implementation Capability

Minjun Zhu, Qiujie Xie, Yixuan Weng, Jian Wu, Zhen Lin, Linyi Yang, Yue Zhang

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

Comments Position

Interpretation Meets Safety: A Survey on Interpretation Methods and Tools for Improving LLM Safety

Seongmin Lee, Aeree Cho, Grace C. Kim, ShengYun Peng, Mansi Phute, Duen Horng Chau

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

Comments 31 pages, 1 figure

Advancing Software Security and Reliability in Cloud Platforms through AI-based Anomaly Detection

Sabbir M. Saleh, Ibrahim Mohammed Sayem, Nazim Madhavji, John Steinbacher

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

Comments 10 pages

OpenFOAMGPT 2.0: end-to-end, trustworthy automation for computational fluid dynamics

Jingsen Feng, Ran Xu, Xu Chu

专题命中 工作流自动化 ：agent(abstract)；multi-agent(abstract)

Masala-CHAI: A Large-Scale SPICE Netlist Dataset for Analog Circuits by Harnessing AI

Jitendra Bhandari, Vineet Bhat, Yuheng He, Hamed Rahmani, Siddharth Garg, Ramesh Karri

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

AdaptAI: A Personalized Solution to Sense Your Stress, Fix Your Mess, and Boost Productivity

Rushiraj Gadhvi, Soham Petkar, Priyansh Desai, Shreyas Ramachandran, Siddharth Siddharth

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

Comments Accepted for publication at the ACM Conference on Human Factors in Computing Systems (CHI) Late Breaking Work 2025

ARCHED: A Human-Centered Framework for Transparent, Responsible, and Collaborative AI-Assisted Instructional Design

Hongming Li, Yizirui Fang, Shan Zhang, Seiyon M. Lee, Yiming Wang, Mark Trexler, Anthony F. Botelho

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

Comments Accepted to the iRAISE Workshop at AAAI 2025. To be published in PMLR Volume 273

CycleResearcher: Improving Automated Research via Automated Review

Yixuan Weng, Minjun Zhu, Guangsheng Bao, Hongbo Zhang, Jindong Wang, Yue Zhang, Linyi Yang

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

Comments Accept in ICLR 2025

Gaussian Process-Based Scalar Field Estimation in GPS-Denied Environments

Muzaffar Qureshi, Tochukwu Elijah Ogri, Humberto Ramos, Zachary I. Bell, Rushikesh Kamalapurkar

专题命中 工作流自动化 ：agent(abstract)；autonomous agent(abstract)

MediaMind: Revolutionizing Media Monitoring using Agentification

Ahmet Gunduz, Kamer Ali Yuksel, Hassan Sawaf

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

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories

Yijia Xiao, Runhui Wang, Luyang Kong, Davor Golac, Wei Wang

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