AI Agent

SafeScientist: Toward Risk-Aware Scientific Discoveries by LLM Agents

Kunlun Zhu, Jiaxun Zhang, Ziheng Qi, Nuoxing Shang, Zijia Liu, Peixuan Han, Yue Su, Haofei Yu, Jiaxuan You

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

专题命中 工作流自动化 ：agent(abstract)；tool-use(abstract)；分类 cs.AI

GRASP: Municipal Budget AI Chatbots for Enhancing Civic Engagement

Jerry Xu, Justin Wang, Joley Leung, Jasmine Gu

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

Journal ref 2024 IEEE International Conference on Big Data (BigData), Washington DC, USA, 2024, pp. 7438-7442

Bootstrap Your Own Context Length

Liang Wang, Nan Yang, Xingxing Zhang, Xiaolong Huang, Furu Wei

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

Comments 19 pages

Automation and Feature Selection Enhancement with Reinforcement Learning (RL)

Sumana Sanyasipura Nagaraju

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

Performative Reinforcement Learning with Linear Markov Decision Process

Debmalya Mandal, Goran Radanovic

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

Comments In AISTATS-2025

SMAC-R1: The Emergence of Intelligence in Decision-Making Tasks

Yue Deng, Weiyu Ma, Yuxin Fan, Ruyi Song, Yin Zhang, Haifeng Zhang, Jian Zhao

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

A Generative Approach to High Fidelity 3D Reconstruction from Text Data

Venkat Kumar R, Deepak Saravanan

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

Which books do I like?

Hannes Rosenbusch, Erdem Ozan Meral

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

Modular Conversational Agents for Surveys and Interviews

Jiangbo Yu, Jinhua Zhao, Luis Miranda-Moreno, Matthew Korp

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

MetaDesigner: Advancing Artistic Typography Through AI-Driven, User-Centric, and Multilingual WordArt Synthesis

Jun-Yan He, Zhi-Qi Cheng, Chenyang Li, Jingdong Sun, Qi He, Wangmeng Xiang, Hanyuan Chen, Jin-Peng Lan, Xianhui Lin, Kang Zhu, Bin Luo, Yifeng Geng, Xuansong Xie, Alexander G. Hauptmann

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

Comments Accepted by ICLR 2025, Project: https://modelscope.cn/studios/WordArt/WordArt

Controlling dynamics of stochastic systems with deep reinforcement learning

Ruslan Mukhamadiarov

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

Comments 8 pages, 3 figures

ESPnet-SpeechLM: An Open Speech Language Model Toolkit

Jinchuan Tian, Jiatong Shi, William Chen, Siddhant Arora, Yoshiki Masuyama, Takashi Maekaku, Yihan Wu, Junyi Peng, Shikhar Bharadwaj, Yiwen Zhao, Samuele Cornell, Yifan Peng, Xiang Yue, Chao-Han Huck Yang, Graham Neubig, Shinji Watanabe

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

Mapping out the Space of Human Feedback for Reinforcement Learning: A Conceptual Framework

Yannick Metz, David Lindner, Raphaël Baur, Mennatallah El-Assady

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

Cyri: A Conversational AI-based Assistant for Supporting the Human User in Detecting and Responding to Phishing Attacks

Antonio La Torre, Marco Angelini

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

Generative AI Uses and Risks for Knowledge Workers in a Science Organization

Kelly B. Wagman, Matthew T. Dearing, Marshini Chetty

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

Comments CHI Conference on Human Factors in Computing Systems (CHI '25)

CyberMentor: AI Powered Learning Tool Platform to Address Diverse Student Needs in Cybersecurity Education

Tianyu Wang, Nianjun Zhou, Zhixiong Chen

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

Comments 11 pages, 8 figures

Large Action Models: From Inception to Implementation

Lu Wang, Fangkai Yang, Chaoyun Zhang, Junting Lu, Jiaxu Qian, Shilin He, Pu Zhao, Bo Qiao, Ray Huang, Si Qin, Qisheng Su, Jiayi Ye, Yudi Zhang, Jian-Guang Lou, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang

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

Comments 25pages,12 figures

Obstacle-aware Gaussian Process Regression

Gaurav Shrivastava

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

Intelligent Spark Agents: A Modular LangGraph Framework for Scalable, Visualized, and Enhanced Big Data Machine Learning Workflows

Jialin Wang, Zhihua Duan

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

Countering Autonomous Cyber Threats

Kade M. Heckel, Adrian Weller

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

Comments 76 pages, MPhil Thesis

Breaking ReAct Agents: Foot-in-the-Door Attack Will Get You In

Itay Nakash, George Kour, Guy Uziel, Ateret Anaby-Tavor

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

Beyond Following: Mixing Active Initiative into Computational Creativity

Zhiyu Lin, Upol Ehsan, Rohan Agarwal, Samihan Dani, Vidushi Vashishth, Mark Riedl

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

Comments 11 pages, 4 figures

Game On: Towards Language Models as RL Experimenters

Jingwei Zhang, Thomas Lampe, Abbas Abdolmaleki, Jost Tobias Springenberg, Martin Riedmiller

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

Co-orchestration of Multiple Instruments to Uncover Structure-Property Relationships in Combinatorial Libraries

Boris N. Slautin, Utkarsh Pratiush, Ilia N. Ivanov, Yongtao Liu, Rohit Pant, Xiaohang Zhang, Ichiro Takeuchi, Maxim A. Ziatdinov, Sergei V. Kalinin

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

Comments 22 pages, 9 figures

Deformation-aware GAN for Medical Image Synthesis with Substantially Misaligned Pairs

Bowen Xin, Tony Young, Claire E Wainwright, Tamara Blake, Leo Lebrat, Thomas Gaass, Thomas Benkert, Alto Stemmer, David Coman, Jason Dowling

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

Comments Accepted by MIDL2024

Toward a Surgeon-in-the-Loop Ophthalmic Robotic Apprentice using Reinforcement and Imitation Learning

Amr Gomaa, Bilal Mahdy, Niko Kleer, Antonio Krüger

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

Comments Accepted at IROS'24

Collaborative Evolving Strategy for Automatic Data-Centric Development

Xu Yang, Haotian Chen, Wenjun Feng, Haoxue Wang, Zeqi Ye, Xinjie Shen, Xiao Yang, Shizhao Sun, Weiqing Liu, Jiang Bian

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

Comments 23 pages, 7 figures

APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets

Zuxin Liu, Thai Hoang, Jianguo Zhang, Ming Zhu, Tian Lan, Shirley Kokane, Juntao Tan, Weiran Yao, Zhiwei Liu, Yihao Feng, Rithesh Murthy, Liangwei Yang, Silvio Savarese, Juan Carlos Niebles, Huan Wang, Shelby Heinecke, Caiming Xiong

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

A New Generation of Intelligent Development Environments

Mark Marron

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

Journal ref 2024 First IDE Workshop (IDE '24)

Artificial Intelligence as the New Hacker: Developing Agents for Offensive Security

Leroy Jacob Valencia

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