AI Agent

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

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