AI Agent

Autotelic Reinforcement Learning: Exploring Intrinsic Motivations for Skill Acquisition in Open-Ended Environments

Prakhar Srivastava, Jasmeet Singh

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

Comments 12 pages, 12 figures

Journal ref International Journal of Computer Trends and Technology, vol. 73, 2025

Overcoming Vision Language Model Challenges in Diagram Understanding: A Proof-of-Concept with XML-Driven Large Language Models Solutions

Shue Shiinoki, Ryo Koshihara, Hayato Motegi, Masumi Morishige

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

Comments The related code is available at \url{https://github.com/galirage/spreadsheet-intelligence}, which provides the core library developed for this research. The experimental code using this library can be found at \url{https://github.com/galirage/XMLDriven-Diagram-Understanding}

Automating a Complete Software Test Process Using LLMs: An Automotive Case Study

Shuai Wang, Yinan Yu, Robert Feldt, Dhasarathy Parthasarathy

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

Comments Accepted by International Conference on Software Engineering (ICSE) 2025

Deep Learning Library Testing: Definition, Methods and Challenges

Xiaoyu Zhang, Weipeng Jiang, Chao Shen, Qi Li, Qian Wang, Chenhao Lin, Xiaohong Guan

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

Comments 37 pages, 10 figures, 5 tables

ViT-2SPN: Vision Transformer-based Dual-Stream Self-Supervised Pretraining Networks for Retinal OCT Classification

Mohammadreza Saraei, Igor Kozak, Eung-Joo Lee

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

GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction Exploration

Ziwen Li, Xiang 'Anthony' Chen, Youngseung Jeon

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

Comments 14 pages; 5 figures. Published as a finding at NAACL 2025

Synthesizing Late-Stage Contrast Enhancement in Breast MRI: A Comprehensive Pipeline Leveraging Temporal Contrast Enhancement Dynamics

Ruben D. Fonnegra, Maria Liliana Hernández, Juan C. Caicedo, Gloria M. Díaz

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

Swiss Cheese Model for AI Safety: A Taxonomy and Reference Architecture for Multi-Layered Guardrails of Foundation Model Based Agents

Md Shamsujjoha, Qinghua Lu, Dehai Zhao, Liming Zhu

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

Comments 12 pages

Do LLMs Provide Consistent Answers to Health-Related Questions across Languages?

Ipek Baris Schlicht, Zhixue Zhao, Burcu Sayin, Lucie Flek, Paolo Rosso

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

Comments 9 pages. Short paper appeared at 47th European Conference on Information Retrieval (ECIR 2025)

QADQN: Quantum Attention Deep Q-Network for Financial Market Prediction

Siddhant Dutta, Nouhaila Innan, Alberto Marchisio, Sadok Ben Yahia, Muhammad Shafique

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

Comments Accepted at the 2024 IEEE International Conference on Quantum Computing and Engineering (QCE24), QCRL, September 2024

Journal ref 2024 IEEE International Conference on Quantum Computing and Engineering (QCE)

Assessing the Use of AutoML for Data-Driven Software Engineering

Fabio Calefato, Luigi Quaranta, Filippo Lanubile, Marcos Kalinowski

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

Journal ref Proc. of 17th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM'23), Oct. 2023

Social Interpretable Reinforcement Learning

Leonardo Lucio Custode, Giovanni Iacca

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

Comments 45 pages, 25 figures, accepted at evo*2025

deepTerra -- AI Land Classification Made Easy

Andrew Keith Wilkinson

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

GenSafe: A Generalizable Safety Enhancer for Safe Reinforcement Learning Algorithms Based on Reduced Order Markov Decision Process Model

Zhehua Zhou, Xuan Xie, Jiayang Song, Zhan Shu, Lei Ma

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

Self-Adaptive ERP: Embedding NLP into Petri-Net creation and Model Matching

Ahmed Maged, Gamal Kassem

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

STContext: A Multifaceted Dataset for Developing Context-aware Spatio-temporal Crowd Mobility Prediction Models

Liyue Chen, Jiangyi Fang, Tengfei Liu, Fangyuan Gao, Leye Wang

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

Machine Learning-Based Reward-Driven Tuning of Scanning Probe Microscopy: Towards Fully Automated Microscopy

Yu Liu, Roger Proksch, Jason Bemis, Utkarsh Pratiush, Astita Dubey, Mahshid Ahmadi, Reece Emery, Philip D. Rack, Yu-Chen Liu, Jan-Chi Yang, Sergei V. Kalinin

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

Comments 20 pages, 6 figures

Large Language Models for Constructing and Optimizing Machine Learning Workflows: A Survey

Yang Gu, Hengyu You, Jian Cao, Muran Yu, Haoran Fan, Shiyou Qian

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

Advanced ingestion process powered by LLM parsing for RAG system

Arnau Perez, Xavier Vizcaino

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

Comments 12 pages, 3 figures

TACNET: Temporal Audio Source Counting Network

Amirreza Ahmadnejad, Ahmad Mahmmodian Darviishani, Mohmmad Mehrdad Asadi, Sajjad Saffariyeh, Pedram Yousef, Emad Fatemizadeh

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

Read Like a Radiologist: Efficient Vision-Language Model for 3D Medical Imaging Interpretation

Changsun Lee, Sangjoon Park, Cheong-Il Shin, Woo Hee Choi, Hyun Jeong Park, Jeong Eun Lee, Jong Chul Ye

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

Towards a Dynamic Future with Adaptable Computing and Network Convergence (ACNC)

Masoud Shokrnezhad, Hao Yu, Tarik Taleb, Richard Li, Kyunghan Lee, Jaeseung Song, Cedric Westphal

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

A Multi-model Approach for Video Data Retrieval in Autonomous Vehicle Development

Jesper Knapp, Klas Moberg, Yuchuan Jin, Simin Sun, Miroslaw Staron

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

PyPulse: A Python Library for Biosignal Imputation

Kevin Gao, Maxwell A. Xu, James M. Rehg, Alexander Moreno

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

Comments 7 pages, 3 figures. Implementation and documentation are available at https://github.com/rehg-lab/pulseimpute

Ethnography and Machine Learning: Synergies and New Directions

Zhuofan Li, Corey M. Abramson

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

Comments 20 pages, 5 figures, 3 tables

Journal ref Borch, and Pardo-Guerra (eds), The Oxford Handbook of the Sociology of Machine Learning (2024)

ByteScience: Bridging Unstructured Scientific Literature and Structured Data with Auto Fine-tuned Large Language Model in Token Granularity

Tong Xie, Hanzhi Zhang, Shaozhou Wang, Yuwei Wan, Imran Razzak, Chunyu Kit, Wenjie Zhang, Bram Hoex

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

Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM

Xiong Wang, Yangze Li, Chaoyou Fu, Yunhang Shen, Lei Xie, Ke Li, Xing Sun, Long Ma

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

Comments Project Page: https://freeze-omni.github.io/

SwiftDiffusion: Efficient Diffusion Model Serving with Add-on Modules

Suyi Li, Lingyun Yang, Xiaoxiao Jiang, Hanfeng Lu, Dakai An, Zhipeng Di, Weiyi Lu, Jiawei Chen, Kan Liu, Yinghao Yu, Tao Lan, Guodong Yang, Lin Qu, Liping Zhang, Wei Wang

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

Directed Structural Adaptation to Overcome Statistical Conflicts and Enable Continual Learning

Zeki Doruk Erden, Boi Faltings

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

Comments Presented in Deployable AI (DAI) workshop at AAAI-2024

Explore Reinforced: Equilibrium Approximation with Reinforcement Learning

Ryan Yu, Mateusz Nowak, Qintong Xie, Michelle Yilin Feng, Peter Chin

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