AI Agent

xML-workFlow: an end-to-end explainable scikit-learn workflow for rapid biomedical experimentation

Khoa A. Tran, John V. Pearson, Nicola Waddell

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

Comments Technical Note, 8 pages, 1 figure

LLMs4SchemaDiscovery: A Human-in-the-Loop Workflow for Scientific Schema Mining with Large Language Models

Sameer Sadruddin, Jennifer D'Souza, Eleni Poupaki, Alex Watkins, Hamed Babaei Giglou, Anisa Rula, Bora Karasulu, Sören Auer, Adrie Mackus, Erwin Kessels

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

Comments 15 pages, 3 figures, to appear in the Extended Semantic Web Conference (ESWC 2025) proceedings in the Resource track

iGAiVA: Integrated Generative AI and Visual Analytics in a Machine Learning Workflow for Text Classification

Yuanzhe Jin, Adrian Carrasco-Revilla, Min Chen

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

ModiGen: A Large Language Model-Based Workflow for Multi-Task Modelica Code Generation

Jiahui Xiang, Tong Ye, Peiyu Liu, Yinan Zhang, Wenhai Wang

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

Workflow for Safe-AI

Suzana Veljanovska, Hans Dermot Doran

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

Comments Embedded World Conference, Nuremberg, 2025

BEYONDWORDS is All You Need: Agentic Generative AI based Social Media Themes Extractor

Mohammed-Khalil Ghali, Abdelrahman Farrag, Sarah Lam, Daehan Won

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

Large Language Model Agent for Hyper-Parameter Optimization

Siyi Liu, Chen Gao, Yong Li

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

AIOpsLab: A Holistic Framework to Evaluate AI Agents for Enabling Autonomous Clouds

Yinfang Chen, Manish Shetty, Gagan Somashekar, Minghua Ma, Yogesh Simmhan, Jonathan Mace, Chetan Bansal, Rujia Wang, Saravan Rajmohan

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

Agent AI with LangGraph: A Modular Framework for Enhancing Machine Translation Using Large Language Models

Jialin Wang, Zhihua Duan

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

Generating a Low-code Complete Workflow via Task Decomposition and RAG

Orlando Marquez Ayala, Patrice Béchard

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

Comments Under review; 12 pages, 8 figures

EcoAct: Economic Agent Determines When to Register What Action

Shaokun Zhang, Jieyu Zhang, Dujian Ding, Mirian Hipolito Garcia, Ankur Mallick, Daniel Madrigal, Menglin Xia, Victor Rühle, Qingyun Wu, Chi Wang

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

Comments 16 pages, 10 figures

Human-Agent Joint Learning for Efficient Robot Manipulation Skill Acquisition

Shengcheng Luo, Quanquan Peng, Jun Lv, Kaiwen Hong, Katherine Rose Driggs-Campbell, Cewu Lu, Yong-Lu Li

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

Comments 8 pages, 6 figures

Not Just Novelty: A Longitudinal Study on Utility and Customization of an AI Workflow

Tao Long, Katy Ilonka Gero, Lydia B. Chilton

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

Comments 22 pages, 16 figures. ACM Conference on Designing Interactive Systems (DIS 2024)

FlowMind: Automatic Workflow Generation with LLMs

Zhen Zeng, William Watson, Nicole Cho, Saba Rahimi, Shayleen Reynolds, Tucker Balch, Manuela Veloso

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

Comments Published in ACM ICAIF 2023

Learning Service Selection Decision Making Behaviors During Scientific Workflow Development

Xihao Xie, Jia Zhang, Rahul Ramachandran, Tsengdar J. Lee, Seungwon Lee

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

Comments 14 pages, 8 figures. arXiv admin note: text overlap with arXiv:2205.11771

VisionGPT-3D: A Generalized Multimodal Agent for Enhanced 3D Vision Understanding

Chris Kelly, Luhui Hu, Jiayin Hu, Yu Tian, Deshun Yang, Bang Yang, Cindy Yang, Zihao Li, Zaoshan Huang, Yuexian Zou

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

Comments 12 pages, 7 figures, pending conference

Couler: Unified Machine Learning Workflow Optimization in Cloud

Xiaoda Wang, Yuan Tang, Tengda Guo, Bo Sang, Jingji Wu, Jian Sha, Ke Zhang, Jiang Qian, Mingjie Tang

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

Agent Alignment in Evolving Social Norms

Shimin Li, Tianxiang Sun, Qinyuan Cheng, Xipeng Qiu

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

Comments Work in progress

Multi-Step Dialogue Workflow Action Prediction

Ramya Ramakrishnan, Ethan R. Elenberg, Hashan Narangodage, Ryan McDonald

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

HR-MultiWOZ: A Task Oriented Dialogue (TOD) Dataset for HR LLM Agent

Weijie Xu, Zicheng Huang, Wenxiang Hu, Xi Fang, Rajesh Kumar Cherukuri, Naumaan Nayyar, Lorenzo Malandri, Srinivasan H. Sengamedu

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

Comments 13 pages, 9 figures

Journal ref EACL 2024

Workflow-Guided Response Generation for Task-Oriented Dialogue

Do June Min, Paloma Sodhi, Ramya Ramakrishnan

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

Promptor: A Conversational and Autonomous Prompt Generation Agent for Intelligent Text Entry Techniques

Junxiao Shen, John J. Dudley, Jingyao Zheng, Bill Byrne, Per Ola Kristensson

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

AGent: A Novel Pipeline for Automatically Creating Unanswerable Questions

Son Quoc Tran, Gia-Huy Do, Phong Nguyen-Thuan Do, Matt Kretchmar, Xinya Du

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

Comments 16 pages, 10 tables, 3 figures

Context-Aware Composition of Agent Policies by Markov Decision Process Entity Embeddings and Agent Ensembles

Nicole Merkle, Ralf Mikut

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

Comments 30 pages, 11 figures, 9 tables, 3 listings, Re-submitted to Semantic Web Journal, Currently, under review

Towards Lightweight Data Integration using Multi-workflow Provenance and Data Observability

Renan Souza, Tyler J. Skluzacek, Sean R. Wilkinson, Maxim Ziatdinov, Rafael Ferreira da Silva

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

Comments 10 pages, 5 figures, 2 Listings, 42 references, Paper accepted at IEEE eScience'23

Journal ref 19th IEEE International Conference on e-Science (eScience) 2023 - Limassol, Cyprus

Agent-Controller Representations: Principled Offline RL with Rich Exogenous Information

Riashat Islam, Manan Tomar, Alex Lamb, Yonathan Efroni, Hongyu Zang, Aniket Didolkar, Dipendra Misra, Xin Li, Harm van Seijen, Remi Tachet des Combes, John Langford

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

Comments ICML 2023

Towards trustworthy seizure onset detection using workflow notes

Khaled Saab, Siyi Tang, Mohamed Taha, Christopher Lee-Messer, Christopher Ré, Daniel Rubin

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

PEg TRAnsfer Workflow recognition challenge report: Does multi-modal data improve recognition?

Arnaud Huaulmé, Kanako Harada, Quang-Minh Nguyen, Bogyu Park, Seungbum Hong, Min-Kook Choi, Michael Peven, Yunshuang Li, Yonghao Long, Qi Dou, Satyadwyoom Kumar, Seenivasan Lalithkumar, Ren Hongliang, Hiroki Matsuzaki, Yuto Ishikawa, Yuriko Harai, Satoshi Kondo, Mamoru Mitsuishi, Pierre Jannin

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

Comments Challenge report doi.org/10.1016/j.cmpb.2023.107561

Journal ref Computer Methods and Programs in Biomedicine, Volume 236, 2023

A new Potential-Based Reward Shaping for Reinforcement Learning Agent

Babak Badnava, Mona Esmaeili, Nasser Mozayani, Payman Zarkesh-Ha

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

Reinforcement Learning Agent Design and Optimization with Bandwidth Allocation Model

Rafael F. Reale, Joberto S. B. Martins

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

Comments 2022 International Conference on Computational Science and Computational Intelligence (CSCI), 7 pages, 4 figures