AI Agent

A Case for Microservices Orchestration Using Workflow Engines

Anas Nadeem, Muhammad Zubair Malik

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

Comments 5 pages, International Conference on Software Engineering 2022 (NIER) Track

Sleeper Agent: Scalable Hidden Trigger Backdoors for Neural Networks Trained from Scratch

Hossein Souri, Liam Fowl, Rama Chellappa, Micah Goldblum, Tom Goldstein

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

Comments NeurIPS 2022

A Pathologist-Informed Workflow for Classification of Prostate Glands in Histopathology

Alessandro Ferrero, Beatrice Knudsen, Deepika Sirohi, Ross Whitaker

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

Comments Published as a workshop paper at MICCAI MOVI 2022

Journal ref First International Workshop, MOVI 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings, https://link.springer.com/book/10.1007/978-3-031-16961-8

Solving the Workflow Satisfiability Problem using General Purpose Solvers

Daniel Karapetyan, Gregory Gutin

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

Comments Associated data: http://doi.org/10.17639/nott.7116

NeuralFMU: Presenting a workflow for integrating hybrid NeuralODEs into real world applications

Tobias Thummerer, Johannes Stoljar, Lars Mikelsons

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

Continuous Deep Learning: A Workflow to Bring Models into Production

Janosch Baltensperger, Pasquale Salza, Harald C. Gall

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

A tomographic workflow to enable deep learning for X-ray based foreign object detection

Mathé T. Zeegers, Tristan van Leeuwen, Daniël M. Pelt, Sophia Bethany Coban, Robert van Liere, Kees Joost Batenburg

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

Comments This paper is under consideration at Expert Systems with Applications. 22 pages, 15 figures

Journal ref Expert Systems with Applications 206 (2022) 117768

Enhancing Dynamic Mode Decomposition Workflow with In-Situ Visualization and Data Compression

Gabriel F. Barros, Malú Grave, José J. Camata, Alvaro L. G. A. Coutinho

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

Comments 24 pages, 19 figures, 5 tables

A Research Software Engineering Workflow for Computational Science and Engineering

Tomislav Maric, Dennis Gläser, Jan-Patrick Lehr, Ioannis Papagiannidis, Benjamin Lambie, Christian Bischof, Dieter Bothe

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

Towards Graph Representation Learning Based Surgical Workflow Anticipation

Xiatian Zhang, Noura Al Moubayed, Hubert P. H. Shum

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

Comments Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 2022

An empirical learning-based validation procedure for simulation workflow

Zhuqing Liu, Liyuanjun Lai, Lin Zhang

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

Comments This paper has not been published or updated. I withdraw it only because it is out of date

PoCaP Corpus: A Multimodal Dataset for Smart Operating Room Speech Assistant using Interventional Radiology Workflow Analysis

Kubilay Can Demir, Matthias May, Axel Schmid, Michael Uder, Katharina Breininger, Tobias Weise, Andreas Maier, Seung Hee Yang

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

Comments 8 pages, 4 figures, Text, Speech and Dialogue 2022 Conference

Operations Smart Contract to Realize Decentralized System Operations Workflow for Consortium Blockchain

Tatsuya Sato, Taku Shimosawa, Yosuke Himura

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

Journal ref IEICE Transactions on Communications, 2022

FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction

Lena Mondrejevski, Ioanna Miliou, Annaclaudia Montanino, David Pitts, Jaakko Hollmén, Panagiotis Papapetrou

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

Multi-objective Optimization of Clustering-based Scheduling for Multi-workflow On Clouds Considering Fairness

Feng Li, Wen Jun, Tan, Wentong, Cai

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

Extract Dynamic Information To Improve Time Series Modeling: a Case Study with Scientific Workflow

Jeeyung Kim, Mengtian Jin, Youkow Homma, Alex Sim, Wilko Kroeger, Kesheng Wu

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

A Scalable Workflow to Build Machine Learning Classifiers with Clinician-in-the-Loop to Identify Patients in Specific Diseases

Jingqing Zhang, Atri Sharma, Luis Bolanos, Tong Li, Ashwani Tanwar, Vibhor Gupta, Yike Guo

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

Comments Under review

"My nose is running.""Are you also coughing?": Building A Medical Diagnosis Agent with Interpretable Inquiry Logics

Wenge Liu, Yi Cheng, Hao Wang, Jianheng Tang, Yafei Liu, Ruihui Zhao, Wenjie Li, Yefeng Zheng, Xiaodan Liang

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

Comments Accepted by IJCAI 2022

Language-Preserving Reduction Rules for Block-Structured Workflow Nets

Sander J. J. Leemans

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

Comments 20 pages, 3 figures

A Machine-Learning-Aided Visual Analysis Workflow for Investigating Air Pollution Data

Yun-Hsin Kuo, Takanori Fujiwara, Charles C. -K. Chou, Chun-houh Chen, Kwan-Liu Ma

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

Comments To appear in the Proceedings of IEEE PacificVis 2022

A Deep Learning-Accelerated Data Assimilation and Forecasting Workflow for Commercial-Scale Geologic Carbon Storage

Hewei Tang, Pengcheng Fu, Christopher S. Sherman, Jize Zhang, Xin Ju, François Hamon, Nicholas A. Azzolina, Matthew Burton-Kelly, Joseph P. Morris

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

MCDS: AI Augmented Workflow Scheduling in Mobile Edge Cloud Computing Systems

Shreshth Tuli, Giuliano Casale, Nicholas R. Jennings

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

Comments Accepted in IEEE Transactions on Parallel and Distributed Systems (Special Issue on PDC for AI), 2022

SecDocker: Hardening the Continuous Integration Workflow

David Fernández González, Francisco Javier Rodríguez Lera, Gonzalo Esteban, Camino Fernández Llamas

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

Comments Preprint: 15 pages, 5 figures, 2 tables. Public repository: https://github.com/uleroboticsgroup/Secdocker

Journal ref SN COMPUT. SCI. 3, 80 (2022)

QKSA: Quantum Knowledge Seeking Agent -- resource-optimized reinforcement learning using quantum process tomography

Aritra Sarkar, Zaid Al-Ars, Harshitta Gandhi, Koen Bertels

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

Comments superseding initial QKSA framework as presented in arXiv:2107.01429

In Search of Ambiguity: A Three-Stage Workflow Design to Clarify Annotation Guidelines for Crowd Workers

Vivek Krishna Pradhan, Mike Schaekermann, Matthew Lease

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

Comments 22 pages, 5 figures, 4 tables

Label Assistant: A Workflow for Assisted Data Annotation in Image Segmentation Tasks

Marcel P. Schilling, Luca Rettenberger, Friedrich Münke, Haijun Cui, Anna A. Popova, Pavel A. Levkin, Ralf Mikut, Markus Reischl

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

Journal ref Proceedings - 31. Workshop Computational Intelligence, 2021

Continuous Homeostatic Reinforcement Learning for Self-Regulated Autonomous Agents

Hugo Laurençon, Charbel-Raphaël Ségerie, Johann Lussange, Boris S. Gutkin

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

Using Machine Learning to Emulate Agent-Based Simulations

Claudio Angione, Eric Silverman, Elisabeth Yaneske

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

A Robust Deep Learning Workflow to Predict Multiphase Flow Behavior during Geological CO2 Sequestration Injection and Post-Injection Periods

Bicheng Yan, Bailian Chen, Dylan Robert Harp, Rajesh J. Pawar

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

Comments 16 pages, 13 figures, 4 tables

QKSA: Quantum Knowledge Seeking Agent

Aritra Sarkar

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

Comments pre-print: motivation, core thesis and baseline framework