Invited Talks
Loyola BehLab Research Seminars, Andalucía, ESP
[Jun 2025] Extracting Concept-based Explanations of Neural Networks via Vision-Language Models.
International Parallel and Distributed Processing Symposium Workshops, Milano, ITA
[Jun 2025] Heterogeneity-Aware Software Performance Characterization via Graph Machine Learning.
International Parallel and Distributed Processing Symposium Workshops, San Francisco, USA
[May 2024] Parallelizing Accelerographic Records Processing.
Internet Day Celebration, Conexion Association, SLV
[May 2025] Why we need Explainable Artificial Intelligence?
[May 2024] A brief introduction to Large Language Models.
[May 2023] Demystifying Natural Language Processing.
[May 2022] Analysis of the "COVID-19 disinformation" in social networks.
[May 2021] Analysis of the "digital culture perception" in social networks.- Engineering and Architecture Virtual Conference (FIA Links), UCA University, SLV
[Oct 2023] Introduction to Graph Machine Learning.
[Jun 2021] Homogeneous seismic response zones map generation via Machine Learning.
- Geoscience and Remote Sensing Conference Workshops, UES University, SLV
[Aug 2021] Analysis of the discourse in social networks about the educational relationship during COVID-19.
- Engineering and Architecture Conference (CONIA), UCA University, SLV
[Oct 2019] Design and construction of a system for measuring physiological variables sensitive to stress.
[Oct 2018] Autonomous object recognition and robot arm control system using optical augmented reality sensors for upper extremities.
[Oct 2017] Artificial neural networks as universal approximators and predictors of time series.
- International Mathematical Modeling Symposium, UFG University, SLV
[Nov 2018] Usage of artificial neural networks in data mining.
Posters
- Computer Science Spring Poster Session, CSU (CO), USA
[May 2025] Extracting Logical Rules with Semantic Predicates from Vision Models.
- STRATA Demo Day, CSU (CO), USA
[Apr 2025] Leveraging Generative Artificial Intelligence in Labor-intensive tasks related to Digital News Processing.
- Graph Learning Workshop, Stanford University (CA), USA
[Nov 2024] Towards Heterogeneity-Aware Automatic Optimization of Time-Critical Systems via Graph Machine Learning.
- Computer Science Spring Poster Session, CSU (CO), USA
[May 2024] Fast and accurate static performance prediction using Graph Machine Learning.
- International Congress of Scientific Research and Innovation, UEES University, SLV
[Jun 2019] System for measurement and analysis of stress-sensitive physiological variables.
Panel Forums
- Computer Science Undergraduate Seminars, CSU, USA
[Oct 2024] Share experiences in research and conferences to CS192 atendees.
- Intro to Research in Computer Science Seminars, CSU, USA
[Sep 2024] Share experiences in research and graduate studies to CS501 atendees.
- Consortium of Higher Education Institutions for Economic Growth (CIESCE), SLV
[May 2024] Challenges of Artificial Intelligence in Business and Education.
- Graduate Talks: Insights into data intelligence, UCA University, SLV
[Aug 2021] Machine Learning applications in the Salvadoran environment.