AI Agent

LLM Agents for Interactive Workflow Provenance: Reference Architecture and Evaluation Methodology

Renan Souza, Timothy Poteet, Brian Etz, Daniel Rosendo, Amal Gueroudji, Woong Shin, Prasanna Balaprakash, Rafael Ferreira da Silva

机构 * Oak Ridge National Lab.（橡树岭国家实验室） ； Argonne National Lab.（阿贡国家实验室） 纠错

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

Comments Paper accepted in the proceedings of the Supercomputing Conference (SC). Cite it as Renan Souza, Timothy Poteet, Brian Etz, Daniel Rosendo, Amal Gueroudji, Woong Shin, Prasanna Balaprakash, and Rafael Ferreira da Silva. LLM Agents for Interactive Workflow Provenance: Reference Architecture and Evaluation Methodology. In WORKS at the ACM/IEEE International Conference on Supercomputing, 2025

OpenLens AI: Fully Autonomous Research Agent for Health Infomatics

Yuxiao Cheng, Jinli Suo

机构 * Department of Automation, Tsinghua University（自动化系，清华大学） ； Institute for Brain and Cognitive Science, Tsinghua University（脑与认知科学研究院，清华大学） 纠错

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

In-Transit Data Transport Strategies for Coupled AI-Simulation Workflow Patterns

Harikrishna Tummalapalli, Riccardo Balin, Christine M. Simpson, Andrew Park, Aymen Alsaadi, Andrew E. Shao, Wesley Brewer, Shantenu Jha

专题命中 工作流自动化 ：workflow(title,abstract)

Automated Generation of Research Workflows from Academic Papers: A Full-text Mining Framework

Heng Zhang, Chengzhi Zhang

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

Journal ref Journal of Informetrics, 2025

Soft Hoeffding Tree: A Transparent and Differentiable Model on Data Streams

Kirsten Köbschall, Lisa Hartung, Stefan Kramer

机构 * Johannes Gutenberg University Mainz（法兰克福-莱茵河大学） 纠错

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

DRAG: Distributed Resource Allocation Games over Multiple Interacting Coalitions

Jialing Zhou, Guanghui Wen, Yuezu Lv, Tao Yang, Guanrong Chen

专题命中 工作流自动化 ：agent(abstract)

Quantifying Sand Transport Sensitivity to Dune Shape: Field-Validated CFD with AirSketcher

Wichai Pattanapol, Kanisorn Thanutwutthigorn, Tipaporn Homdee

专题命中 工作流自动化 ：workflow(abstract)

Comments 10 pages, 6 figures, please cite Zenodo v2: https://doi.org/10.5281/zenodo.17157513

FRET-guided selection of RNA 3D structures

Mirko Weber, Felix Erichson, Maciej Antczak, Tomasz Zok, Fabio D. Steffen, Marta Szachniuk, Richard Börner

专题命中 工作流自动化 ：workflow(abstract)

Efficient Quantum Protein Structure Prediction with Problem-Agnostic Ansatzes

Hanna Linn, Rui-Hao Li, Alexander Holden, Abdullah Ash Saki, Frank DiFilippo, Tomas Radivoyevitch, Daniel Blankenberg, Laura García-Álvarez, Göran Johansson

专题命中 工作流自动化 ：workflow(abstract)

Comments 18 pages, 8 figures, 4 tables

Constrained Style Learning from Imperfect Demonstrations under Task Optimality

Kehan Wen, Chenhao Li, Junzhe He, Marco Hutter

机构 * ETH Zurich（苏黎世联邦理工学院） 纠错

专题命中 工作流自动化 ：agent(abstract)

Comments This paper has been accepted to CoRL 2025