CV
Basics
| Name | Jhony H. Giraldo |
| Label | Assistant Professor |
| jhony.giraldo@telecom-paris.fr | |
| Url | https://jhonygiraldo.github.io/ |
| Summary | A computer scientist, working as an Assistant Professor at Télécom Paris, Institut Polytechnique de Paris. |
Work
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2022.10 - Present Assistant Professor
Télécom Paris, Institut Polytechnique de Paris
Assistant Professor at the IDS department, working in the Information Processing and Communications Laboratory (LTCI) in the Multimedia team. Research focuses on Geometric Deep Learning, Machine Learning, and Computer Vision.
- Machine Learning with Graphs
Education
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2019.10 - 2022.09 La Rochelle, France
PhD
La Rochelle Université, Laboratoire MIA
Applied Mathematics
- Graph Signal Processing
- Graph Neural Networks
- Machine Learning
- Computer Vision
-
2016.08 - 2018.06 Medellín, Colombia
-
2011.02 - 2016.03 Medellín, Colombia
Languages
| Spanish | |
| Native speaker |
| English | |
| Fluent |
| French | |
| Fluent |
Interests
| Graph Neural Networks (GNNs) | |
| Over-smoothing and Over-squashing | |
| Scaling Up GNNs | |
| Spatiotemporal Analysis | |
| Continuous GNNs | |
| Self-Supervised Learning on Graphs |
| Computer Vision | |
| GNNs for Vision Tasks | |
| Domain Gap in Foundation Models | |
| Biodiversity Monitoring | |
| Privacy Preserving Computer Vision | |
| 3D Generation |
| Hypergraphs | |
| Hypergraph Generation | |
| Hypergraph Neural Networks (HNNs) | |
| Continuous HNNs |
| Abstract Simplicial Complexes | |
| Deep Simplicial Neural Networks (SNNs) | |
| Continuous SNNs |