AI Agent

Compendium Manager: a tool for coordination of workflow management instances for bulk data processing in Python

Richard J. Abdill, Ran Blekhman

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

Workflow Optimization for Parallel Split Learning

Joana Tirana, Dimitra Tsigkari, George Iosifidis, Dimitris Chatzopoulos

机构 * School of Computer Science, University College Dublin \& VistaMilk SFI, Ireland Delft University of Technology, The Netherlands 纠错

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

Comments IEEE INFOCOM 2024

Electricity Cost Minimization for Multi-Workflow Allocation in Geo-Distributed Data Centers

Shuang Wang, He Zhang, Tianxing Wu, Yueyou Zhang, Wei Emma Zhang, Quan Z. Sheng

机构 * School of Computer Science and Engineering, Southeast University（计算机科学与工程学院，东南大学） ； School of Computing, Macquarie University（计算学院，麦考瑞大学） 纠错

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

Comments have been accepted by IEEE Transactions on Services Computing

On the workflow, opportunities and challenges of developing foundation model in geophysics

Hanlin Sheng, Xinming Wu, Hang Gao, Haibin Di, Sergey Fomel, Jintao Li, Xu Si

机构 * Computational Interpretation Group, Laboratory of Seismology and Physics of the Earth’s Interior, School of Earth and Space Sciences, University of Science and Technology of China（中国科学技术大学地球和空间科学学院地球物理学与地球内部物理实验室） ； SLB ； Bureau of Economic Geology, Jackson School of Geosciences, The University of Texas at Austin（德克萨斯大学奥斯汀分校地质学院经济地质局） ； Georgia Institute of Technology（佐治亚理工学院） 纠错

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

Halving transcription time: A fast, user-friendly and GDPR-compliant workflow to create AI-assisted transcripts for content analysis

Jakob Sponholz, Andreas Weilinghoff, Juliane Schopf

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

Comments 10 pages, 1 table

Towards an automated workflow in materials science for combining multi-modal simulative and experimental information using data mining and large language models

Balduin Katzer, Steffen Klinder, Katrin Schulz

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

AutArch: An AI-assisted workflow for object detection and automated recording in archaeological catalogues

Kevin Klein, Antoine Muller, Alyssa Wohde, Alexander V. Gorelik, Volker Heyd, Ralf Lämmel, Yoan Diekmann, Maxime Brami

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

Scalable Runtime Architecture for Data-driven, Hybrid HPC and ML Workflow Applications

Andre Merzky, Mikhail Titov, Matteo Turilli, Ozgur Kilic, Tianle Wang, Shantenu Jha

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

Deep Learning-Based Automated Workflow for Accurate Segmentation and Measurement of Abdominal Organs in CT Scans

Praveen Shastry, Ashok Sharma, Kavya Mohan, Naveen Kumarasami, Anandakumar D, Mounigasri M, Keerthana R, Kishore Prasath Venkatesh, Bargava Subramanian, Kalyan Sivasailam

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

Comments 13 pages , 3 figures

DISTINGUISH Workflow: A New Paradigm of Dynamic Well Placement Using Generative Machine Learning

Sergey Alyaev, Kristian Fossum, Hibat Errahmen Djecta, Jan Tveranger, Ahmed H. Elsheikh

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

Comments The conference version of this paper is published in EAGE ECMOR 2024 proceedings: https://doi.org/10.3997/2214-4609.202437018

AI Agents for Ground-Based Gamma Astronomy

D. Kostunin, V. Sotnikov, S. Golovachev, A. Strube

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

Comments proceedings of ADASS2025 (submitted), original talk and demos: https://pretalx.com/adass2024/talk/TRFZKU/

Text-driven Adaptation of Foundation Models for Few-shot Surgical Workflow Analysis

Tingxuan Chen, Kun Yuan, Vinkle Srivastav, Nassir Navab, Nicolas Padoy

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

Advancing calibration for stochastic agent-based models in epidemiology with Stein variational inference and Gaussian process surrogates

Connor Robertson, Cosmin Safta, Nicholson Collier, Jonathan Ozik, Jaideep Ray

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

Opus: A Workflow Intention Framework for Complex Workflow Generation

Phillip Kingston, Théo Fagnoni, Mahsun Altin

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

Comments 1 Figure, 27 Pages

Integration of Agentic AI with 6G Networks for Mission-Critical Applications: Use-case and Challenges

Sunder Ali Khowaja, Kapal Dev, Muhammad Salman Pathan, Engin Zeydan, Merouane Debbah

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

Comments FEMA [https://www.fema.gov/openfema-data-page/disaster-declarations-summaries-v2] National Oceanic and Atmospheric Administration [https://www.ncdc.noaa.gov/stormevents/details.jsp] packages Pytorch [https://pytorch.org/] RLib [https://docs.ray.io/en/latest/rllib/index.html] Neo4j [https://neo4j.com/] Apache Kafka [https://kafka.apache.org/]

Assessing the impacts of tradable credit schemes through agent-based simulation

Renming Liu, Dimitrios Argyros, Yu Jiang, Moshe E. Ben-Akiva, Ravi Seshadri, Carlos Lima Azevedo

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

FishBargain: An LLM-Empowered Bargaining Agent for Online Fleamarket Platform Sellers

Dexin Kong, Xu Yan, Ming Chen, Shuguang Han, Jufeng Chen, Fei Huang

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

Agentic End-to-End De Novo Protein Design for Tailored Dynamics Using a Language Diffusion Model

Bo Ni, Markus J. Buehler

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

ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks

Saurabh Jha, Rohan Arora, Yuji Watanabe, Takumi Yanagawa, Yinfang Chen, Jackson Clark, Bhavya Bhavya, Mudit Verma, Harshit Kumar, Hirokuni Kitahara, Noah Zheutlin, Saki Takano, Divya Pathak, Felix George, Xinbo Wu, Bekir O. Turkkan, Gerard Vanloo, Michael Nidd, Ting Dai, Oishik Chatterjee, Pranjal Gupta, Suranjana Samanta, Pooja Aggarwal, Rong Lee, Pavankumar Murali, Jae-wook Ahn, Debanjana Kar, Ameet Rahane, Carlos Fonseca, Amit Paradkar, Yu Deng, Pratibha Moogi, Prateeti Mohapatra, Naoki Abe, Chandrasekhar Narayanaswami, Tianyin Xu, Lav R. Varshney, Ruchi Mahindru, Anca Sailer, Laura Shwartz, Daby Sow, Nicholas C. M. Fuller, Ruchir Puri

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

End-to-end workflow for machine learning-based qubit readout with QICK and hls4ml

Giuseppe Di Guglielmo, Botao Du, Javier Campos, Alexandra Boltasseva, Akash V. Dixit, Farah Fahim, Zhaxylyk Kudyshev, Santiago Lopez, Ruichao Ma, Gabriel N. Perdue, Nhan Tran, Omer Yesilyurt, Daniel Bowring

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

Learning more with the same effort: how randomization improves the robustness of a robotic deep reinforcement learning agent

Lucía Güitta-López, Jaime Boal, Álvaro J. López-López

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

Comments This article was accepted and published in Applied Intelligence (10.1007/s10489-022-04227-3)

Journal ref Applied Intelligence. 53, 2023, 14903-14917

Fine-Grained Appropriate Reliance: Human-AI Collaboration with a Multi-Step Transparent Decision Workflow for Complex Task Decomposition

Gaole He, Patrick Hemmer, Michael Vössing, Max Schemmer, Ujwal Gadiraju

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

Comments Work in progress

MOFA: Discovering Materials for Carbon Capture with a GenAI- and Simulation-Based Workflow

Xiaoli Yan, Nathaniel Hudson, Hyun Park, Daniel Grzenda, J. Gregory Pauloski, Marcus Schwarting, Haochen Pan, Hassan Harb, Samuel Foreman, Chris Knight, Tom Gibbs, Kyle Chard, Santanu Chaudhuri, Emad Tajkhorshid, Ian Foster, Mohamad Moosavi, Logan Ward, E. A. Huerta

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

Comments 13 pages, 10 figures

Audio-Agent: Leveraging LLMs For Audio Generation, Editing and Composition

Zixuan Wang, Chi-Keung Tang, Yu-Wing Tai

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

Reinforcement Learning-Driven Adaptation Chains: A Robust Framework for Multi-Cloud Workflow Security

Nafiseh Soveizi, Dimka Karastoyanova

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

Comments 17 pages, 3 figures, 4 tables

Implementing Systemic Thinking for Automatic Schema Matching: An Agent-Based Modeling Approach

Hicham Assoudi, Hakim Lounis

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

Comments COGNITIVE 2018 : The Tenth International Conference on Advanced Cognitive Technologies and Applications

Cost-Aware Dynamic Cloud Workflow Scheduling using Self-Attention and Evolutionary Reinforcement Learning

Ya Shen, Gang Chen, Hui Ma, Mengjie Zhang

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

Comments This paper has been accepted by ICSOC (International Conference on Service-Oriented Computing) 2024

Opus: A Large Work Model for Complex Workflow Generation

Théo Fagnoni, Bellinda Mesbah, Mahsun Altin, Phillip Kingston

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

Comments 25 pages, 9 figures

Exascale Workflow Applications and Middleware: An ExaWorks Retrospective

Aymen Alsaadi, Mihael Hategan-Marandiuc, Ketan Maheshwari, Andre Merzky, Mikhail Titov, Matteo Turilli, Andreas Wilke, Justin M. Wozniak, Kyle Chard, Rafael Ferreira da Silva, Shantenu Jha, Daniel Laney

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

Explainable few-shot learning workflow for detecting invasive and exotic tree species

Caroline M. Gevaert, Alexandra Aguiar Pedro, Ou Ku, Hao Cheng, Pranav Chandramouli, Farzaneh Dadrass Javan, Francesco Nattino, Sonja Georgievska

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