AI Agent

Quantifying the Effectiveness of Student Organization Activities using Natural Language Processing

Lyberius Ennio F. Taruc, Arvin R. De La Cruz

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

Comments 11 pages, 4 figures, presented in International Conference on Generative Al and its Applications (ICGAIA-24) last 22nd - 23rd, July, 2024 at Jakarta, Indonesia

Journal ref IJISAE, 2024, 12(22s), 1553-1563

WIP: Assessing the Effectiveness of ChatGPT in Preparatory Testing Activities

Susmita Haldar, Mary Pierce, Luiz Fernando Capretz

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

Comments 5 pages

Collaborative Expert LLMs Guided Multi-Objective Molecular Optimization

Jiajun Yu, Yizhen Zheng, Huan Yee Koh, Shirui Pan, Tianyue Wang, Haishuai Wang

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

Transfer of Reinforcement Learning-Based Controllers from Model- to Hardware-in-the-Loop

Mario Picerno, Lucas Koch, Kevin Badalian, Marius Wegener, Joschka Schaub, Charles Robert Koch, Jakob Andert

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

Journal ref IEEE Transactions on Vehicular Technology (2025)

Reward Learning from Multiple Feedback Types

Yannick Metz, András Geiszl, Raphaël Baur, Mennatallah El-Assady

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

Comments Published as a conference paper at ICLR 2025

Logic Synthesis Optimization with Predictive Self-Supervision via Causal Transformers

Raika Karimi, Faezeh Faez, Yingxue Zhang, Xing Li, Lei Chen, Mingxuan Yuan, Mahdi Biparva

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

MixGCN: Scalable GCN Training by Mixture of Parallelism and Mixture of Accelerators

Cheng Wan, Runkai Tao, Zheng Du, Yang Katie Zhao, Yingyan Celine Lin

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

Comments 15 pages, 12 figures, 5 tables

Institutional Platform for Secure Self-Service Large Language Model Exploration

V. K. Cody Bumgardner, Mitchell A. Klusty, W. Vaiden Logan, Samuel E. Armstrong, Caroline N. Leach, Kenneth L. Calvert, Caylin Hickey, Jeff Talbert

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

Comments 10 pages 5 figures, 1 table

Counterfactual Concept Bottleneck Models

Gabriele Dominici, Pietro Barbiero, Francesco Giannini, Martin Gjoreski, Giuseppe Marra, Marc Langheinrich

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

Process Reward Models for LLM Agents: Practical Framework and Directions

Sanjiban Choudhury

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

Comments 17 pages, 7 figures

Bayesian Analysis of Combinatorial Gaussian Process Bandits

Jack Sandberg, Niklas Åkerblom, Morteza Haghir Chehreghani

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

Comments 34 pages, 9 figures. Accepted at ICLR 2025

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