Renan Souza
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
10
Venues
4
Active years
2016–2025
Best venue rank
A*
Where they publish
Papers
10 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | SC | 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 |
| 2025 | SC | AI Agents for Enabling Autonomous Experiments at ORNL's HPC and Manufacturing User Facilities. | Daniel Rosendo, Stephen DeWitt, Renan Souza, Phillipe Austria, Tirthankar Ghosal, Marshall T. McDonnell, Ross Miller, Tyler J. Skluzacek, James Haley, Bruno Turcksin, Jesse McGaha, Benjamin Mintz, Feiyi Wang, Mallikarjun Shankar, Sarp Oral, Rafael Ferreira da Silva |
| 2025 | SC | The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science. | Woong Shin, Renan Souza, Daniel Rosendo, Frdric Suter, Feiyi Wang, Prasanna Balaprakash, Rafael Ferreira da Silva |
| 2023 | CLUSTER | ProvLight: Efficient Workflow Provenance Capture on the Edge-to-Cloud Continuum. | Daniel Rosendo, Marta Mattoso, Alexandru Costan, Renan Souza, Dbora B. Pina, Patrick Valduriez, Gabriel Antoniu |
| 2019 | ITiCSE | Identifying and Validating Java Misconceptions Toward a CS1 Concept Inventory. | Ricardo Caceffo, Pablo Frank-Bolton, Renan Souza, Rodolfo Azevedo |
| 2019 | SC | Provenance Data in the Machine Learning Lifecycle in Computational Science and Engineering. | Renan Souza, Patrick Valduriez, Marta Mattoso, Renato Cerqueira, Marco Aurlio Stelmar Netto, Leonardo Azevedo, Vtor Loureno, Elton F. de Souza Soares, Raphael Thiago, Rafael Brando, Daniel Civitarese, Emilio Vital Brazil, Mrcio Ferreira Moreno |
| 2018 | VLDB | Towards a Human-in-the-Loop Library for Tracking Hyperparameter Tuning in Deep Learning Development. | Renan Souza, Liliane Neves, Leonardo Azevedo, Ricardo Luiz, Elaine Tady, Paulo R. Cavalin, Marta Mattoso |
| 2018 | VLDB | Scientific Data Analysis Using Data-Intensive Scalable Computing: The SciDISC Project. | Patrick Valduriez, Marta Mattoso, Reza Akbarinia, Heraldo Borges, Jos J. Camata, Alvaro L. G. A. Coutinho, Daniel Gaspar, Noel Moreno Lemus, Ji Liu, Hermano Lustosa, Florent Masseglia, Fabrcio Nogueira da Silva, Vtor Silva, Renan Souza, Kary A. C. S. Ocaa, Eduardo S. Ogasawara, Daniel de Oliveira, Esther Pacitti, Fbio Porto, Dennis E. Shasha |
| 2016 | SC | Integrating Domain-Data Steering with Code-Profiling Tools to Debug Data-Intensive Workflows. | Vtor Silva, Leonardo Neves, Renan Souza, Alvaro L. G. A. Coutinho, Daniel de Oliveira, Marta Mattoso |
| 2016 | SC | Online Input Data Reduction in Scientific Workflows. | Renan Souza, Vtor Silva, Alvaro L. G. A. Coutinho, Patrick Valduriez, Marta Mattoso |