Scholar
Jhony H. Giraldo
Google Scholar ID: iwzmGKwAAAAJ
Assistant Professor, Télécom Paris, Institut Polytechnique de Paris
Citations & Impact
Citations
920
H-index
17
i10-index
20
Publications
20
Co-authors
20
list available
Publications
Resume (English only)
Academic Achievements
- Publications: 'Continuous Simplicial Neural Networks' accepted at NeurIPS 2025; 'Semi-Supervised Graph Learning for Underwater Source Localization Using Ship-of-Opportunity Spectrograms' accepted at the Journal of the Acoustical Society of America; 'Subgraph Gaussian Embedding Contrast for Self-Supervised Graph Representation Learning' accepted at ECML PKDD 2025; 'Piecewise Constant Spectral Graph Neural Network' accepted in TMLR.
Research Experience
- Currently an Assistant Professor at Télécom Paris, Institut Polytechnique de Paris. Visiting researcher at Centre de Vision Numérique (CVN) and Inria OPIS, CentraleSupélec, Université Paris-Saclay (2022); visiting researcher at CVPR Lab, Università degli Studi di Napoli Parthenope, Italy (2021). Research Assistant at the University of Delaware, USA (2018–2019), focusing on Graph Signal Processing.
Education
- Ph.D. in Applied Mathematics from La Rochelle Université in 2022; Master's degree with honors in Electronics Engineering from Universidad de Antioquia, Colombia in 2018; Bachelor's degree in Electronics Engineering from Universidad de Antioquia, Colombia in 2016.
Background
- Research interests: Geometric Deep Learning (graph and higher-order networks), Computer Vision, Machine Learning, and Graph Signal Processing. Professional affiliations: Member of the Information Processing and Communications Laboratory (LTCI) Multimedia team, ELLIS Society, and IEEE Signal Processing Society.
Miscellany
- Call for motivated students interested in geometric deep learning for internships starting in spring 2026, with a possibility of a PhD opportunity.
