AI Agent

In-Context Ensemble Learning from Pseudo Labels Improves Video-Language Models for Low-Level Workflow Understanding

Moucheng Xu, Evangelos Chatzaroulas, Luc McCutcheon, Abdul Ahad, Hamzah Azeem, Janusz Marecki, Ammar Anwar

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

Comments To appear in NeurIPS Workshop on Video-Language Models 2024

M2AR: A Web-based Modeling Environment for the Augmented Reality Workflow Modeling Language

Fabian Muff, Hans-Georg Fill

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

AlabOS: A Python-based Reconfigurable Workflow Management Framework for Autonomous Laboratories

Yuxing Fei, Bernardus Rendy, Rishi Kumar, Olympia Dartsi, Hrushikesh P. Sahasrabuddhe, Matthew J. McDermott, Zheren Wang, Nathan J. Szymanski, Lauren N. Walters, David Milsted, Yan Zeng, Anubhav Jain, Gerbrand Ceder

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

Comments 34 pages, 5 figures

Journal ref https://pubs.rsc.org/en/content/articlelanding/2024/dd/d4dd00129j

SANGRIA: Surgical Video Scene Graph Optimization for Surgical Workflow Prediction

Çağhan Köksal, Ghazal Ghazaei, Felix Holm, Azade Farshad, Nassir Navab

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

Comments 9 pages, 3 figures, 3 tables, MICCAI GRAIL Workshop paper

An Early-Stage Workflow Proposal for the Generation of Safe and Dependable AI Classifiers

Hans Dermot Doran, Suzana Veljanovska

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

Comments 43rd International Conference on Computer Safety, Reliability and Security (SafeComp2024), Florence, Italy, September 17-20.2024

A versatile machine learning workflow for high-throughput analysis of supported metal catalyst particles

Arda Genc, Justin Marlowe, Anika Jalil, Libor Kovarik, Phillip Christopher

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

Investigating the effect of Mental Models in User Interaction with an Adaptive Dialog Agent

Lindsey Vanderlyn, Dirk Väth, Ngoc Thang Vu

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

Comments submitted to COLING 2025

Anim-Director: A Large Multimodal Model Powered Agent for Controllable Animation Video Generation

Yunxin Li, Haoyuan Shi, Baotian Hu, Longyue Wang, Jiashun Zhu, Jinyi Xu, Zhen Zhao, Min Zhang

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

Comments Accepted by SIGGRAPH Asia 2024, Project and Codes: https://github.com/HITsz-TMG/Anim-Director

Quantum Software Engineering Challenges from Developers' Perspective: Mapping Research Challenges to the Proposed Workflow Model

Majid Haghparast, Tommi Mikkonen, Jukka K. Nurminen, Vlad Stirbu

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

Comments 4 pages, 1 figure

NFDI4Health workflow and service for synthetic data generation, assessment and risk management

Sobhan Moazemi, Tim Adams, Hwei Geok NG, Lisa Kühnel, Julian Schneider, Anatol-Fiete Näher, Juliane Fluck, Holger Fröhlich

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

Comments 9 pages, 4 figures, accepted for publication in the proceedings of the 69th Annual Conference of the Society for Medical Informatics, Biometry and Epidemiology (GMDS)

Harnessing LLMs for Automated Video Content Analysis: An Exploratory Workflow of Short Videos on Depression

Jiaying Lizzy Liu, Yunlong Wang, Yao Lyu, Yiheng Su, Shuo Niu, Xuhai Orson Xu, Yan Zhang

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

Comments 7 pages, 2 figures, accepted by CSCW 24

ExaWorks Software Development Kit: A Robust and Scalable Collection of Interoperable Workflow Technologies

Matteo Turilli, Mihael Hategan-Marandiuc, Mikhail Titov, Ketan Maheshwari, Aymen Alsaadi, Andre Merzky, Ramon Arambula, Mikhail Zakharchanka, Matt Cowan, Justin M. Wozniak, Andreas Wilke, Ozgur Ozan Kilic, 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

A hybrid LLM workflow can help identify user privilege related variables in programs of any size

Haizhou Wang, Zhilong Wang, Peng Liu

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

Decomposition for Enhancing Attention: Improving LLM-based Text-to-SQL through Workflow Paradigm

Yuanzhen Xie, Xinzhou Jin, Tao Xie, MingXiong Lin, Liang Chen, Chenyun Yu, Lei Cheng, ChengXiang Zhuo, Bo Hu, Zang Li

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

Reinforcement Learning-driven Data-intensive Workflow Scheduling for Volunteer Edge-Cloud

Motahare Mounesan, Mauro Lemus, Hemanth Yeddulapalli, Prasad Calyam, Saptarshi Debroy

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

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