AI Agent

Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs

Chenyang Shao, Fengli Xu, Bingbing Fan, Jingtao Ding, Yuan Yuan, Meng Wang, Yong Li

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

CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI Automation

Xinbei Ma, Zhuosheng Zhang, Hai Zhao

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

Comments ACL'2024 Findings

PriCE: Privacy-Preserving and Cost-Effective Scheduling for Parallelizing the Large Medical Image Processing Workflow over Hybrid Clouds

Yuandou Wang, Neel Kanwal, Kjersti Engan, Chunming Rong, Paola Grosso, Zhiming Zhao

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

Comments Acccepted at Europar 2024

Machine learning-based optimization workflow of the homogeneity of spunbond nonwovens with human validation

Viny Saajan Victor, Andre Schmeißer, Heike Leitte, Simone Gramsch

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

Challenges for Responsible AI Design and Workflow Integration in Healthcare: A Case Study of Automatic Feeding Tube Qualification in Radiology

Anja Thieme, Abhijith Rajamohan, Benjamin Cooper, Heather Groombridge, Robert Simister, Barney Wong, Nicholas Woznitza, Mark Ames Pinnock, Maria Teodora Wetscherek, Cecily Morrison, Hannah Richardson, Fernando Pérez-García, Stephanie L. Hyland, Shruthi Bannur, Daniel C. Castro, Kenza Bouzid, Anton Schwaighofer, Mercy Ranjit, Harshita Sharma, Matthew P. Lungren, Ozan Oktay, Javier Alvarez-Valle, Aditya Nori, Stephen Harris, Joseph Jacob

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

Transforming Software Development with Generative AI: Empirical Insights on Collaboration and Workflow

Rasmus Ulfsnes, Nils Brede Moe, Viktoria Stray, Marianne Skarpen

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

Comments To be published in Generative AI for Effective Software Development - https://link.springer.com/book/9783031556418

Large Language Models for Networking: Workflow, Advances and Challenges

Chang Liu, Xiaohui Xie, Xinggong Zhang, Yong Cui

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

Elicitron: An LLM Agent-Based Simulation Framework for Design Requirements Elicitation

Mohammadmehdi Ataei, Hyunmin Cheong, Daniele Grandi, Ye Wang, Nigel Morris, Alexander Tessier

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

Machine Learning Based Optimization Workflow for Tuning Numerical Settings of Differential Equation Solvers for Boundary Value Problems

Viny Saajan Victor, Manuel Ettmüller, Andre Schmeißer, Heike Leitte, Simone Gramsch

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

A Parallel Workflow for Polar Sea-Ice Classification using Auto-labeling of Sentinel-2 Imagery

Jurdana Masuma Iqrah, Wei Wang, Hongjie Xie, Sushil Prasad

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

Comments Accepted in the 25th IEEE International Workshop on Parallel and Distributed Scientific and Engineering Computing (PDSEC 2024), May 2024. arXiv admin note: substantial text overlap with arXiv:2303.12719

A machine learning workflow to address credit default prediction

Rambod Rahmani, Marco Parola, Mario G. C. A. Cimino

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

Personalized Abstractive Summarization by Tri-agent Generation Pipeline

Wen Xiao, Yujia Xie, Giuseppe Carenini, Pengcheng He

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

Comments Accepted at EACL 2024 Findings

An Artificial Intelligence (AI) workflow for catalyst design and optimization

Nung Siong Lai, Yi Shen Tew, Xialin Zhong, Jun Yin, Jiali Li, Binhang Yan, Xiaonan Wang

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

Comments 31 pages, 7 figures

Journal ref Ind. Eng. Chem. Res. 2023, 62, 43, 17835-17848

Grammar-based evolutionary approach for automated workflow composition with domain-specific operators and ensemble diversity

Rafael Barbudo, Aurora Ramírez, José Raúl Romero

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

Comments 32 pages, 7 figures, 6 tables, journal paper

Journal ref Applied Soft Computing, 111292. 2024

GarchingSim: An Autonomous Driving Simulator with Photorealistic Scenes and Minimalist Workflow

Liguo Zhou, Yinglei Song, Yichao Gao, Zhou Yu, Michael Sodamin, Hongshen Liu, Liang Ma, Lian Liu, Hao Liu, Yang Liu, Haichuan Li, Guang Chen, Alois Knoll

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

Benchpress: A Scalable and Versatile Workflow for Benchmarking Structure Learning Algorithms

Felix L. Rios, Giusi Moffa, Jack Kuipers

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

Comments 41 pages, 8 figure

Integration and Implementation Strategies for AI Algorithm Deployment with Smart Routing Rules and Workflow Management

Barbaros Selnur Erdal, Vikash Gupta, Mutlu Demirer, Kim H. Fair, Richard D. White, Jeff Blair, Barbara Deichert, Laurie Lafleur, Ming Melvin Qin, David Bericat, Brad Genereaux

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

Comments 13 pages, 6 figures

Experts-in-the-Loop: Establishing an Effective Workflow in Crafting Privacy Q&A

Zahra Kolagar, Anna Katharina Leschanowsky, Birgit Popp

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

Comments Position paper presented at CONVERSATIONS 2023 - the 7th International Workshop on Chatbot Research and Design, hosted by the University of Oslo, Norway, November 22-23, 2023

Enhancing Workflow Security in Multi-Cloud Environments through Monitoring and Adaptation upon Cloud Service and Network Security Violations

Nafiseh Soveizi, Dimka Karastoyanova

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

Comments 18 pages, 3 figures, 4 tables

A pragmatic workflow for research software engineering in computational science

Tomislav Marić, 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

Comments arXiv admin note: text overlap with arXiv:2208.07460

Of Models and Tin Men: A Behavioural Economics Study of Principal-Agent Problems in AI Alignment using Large-Language Models

Steve Phelps, Rebecca Ranson

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

Comments 11 pages, 7 figures. For code see https://github.com/phelps-sg/llm-cooperation Updated with minor corrections: - corrected typo: "mesa-optimiser" instead of "meso-optimiser" - Cited Yang et al (2023) in support of claim that LLMs can solve optimisation problems - Acknowledged Seth Aslin for corrections

Rapid building damage assessment workflow: An implementation for the 2023 Rolling Fork, Mississippi tornado event

Caleb Robinson, Simone Fobi Nsutezo, Anthony Ortiz, Tina Sederholm, Rahul Dodhia, Cameron Birge, Kasie Richards, Kris Pitcher, Paulo Duarte, Juan M. Lavista Ferres

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

Comments Accepted at the 2023 ICCV Humanitarian Assistance and Disaster Response workshop

SecFlow: Adaptive Security-Aware Workflow Management System in Multi-Cloud Environments

Nafiseh Soveizi, Fatih Turkmen

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

Comments 16 pages, 6 figures

The GitHub Development Workflow Automation Ecosystems

Mairieli Wessel, Tom Mens, Alexandre Decan, Pooya Rostami Mazrae

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

Comments 31 pages, 7 figures, Chapter of the book "Software Ecosystems: Tooling and Analytics", ISBN number: 978-3-031-36059-6, Reproduced with permission of Springer Nature

SeeHow: Workflow Extraction from Programming Screencasts through Action-Aware Video Analytics

Dehai Zhao, Zhenchang Xing, Xin Xia, Deheng Ye, Xiwei Xu, Liming Zhu

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

Comments Accepted by IEEE/ACM International Conference on Software Engineering 2023 (ICSE 2023)

Assessing Video Game Balance using Autonomous Agents

Cristiano Politowski, Fabio Petrillo, Ghizlane ElBoussaidi, Gabriel C. Ullmann, Yann-Gaël Guéhéneuc

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

Workflow Discovery from Dialogues in the Low Data Regime

Amine El Hattami, Stefania Raimondo, Issam Laradji, David Vazquez, Pau Rodriguez, Chris Pal

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

Archaeological Sites Detection with a Human-AI Collaboration Workflow

Luca Casini, Valentina Orrù, Andrea Montanucci, Nicolò Marchetti, Marco Roccetti

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

Comments 15 pages, 5 figures, 2 tables

An End-to-End Two-Phase Deep Learning-Based workflow to Segment Man-made Objects Around Reservoirs

Nayereh Hamidishad, Roberto Marcondes Cesar Junior

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

Comments 21 pages, 13 figures

On learning agent-based models from data

Corrado Monti, Marco Pangallo, Gianmarco De Francisci Morales, Francesco Bonchi

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