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Gabriel Melo
PhD student, Institut Polytechnique de Paris
Joined
April 2025
Names
Gabriel Melo
(Preferred)
,
Gabriel Silva Vieira de Melo
Emails
****@ip-paris.fr
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@telecom-paris.fr
(Confirmed)
Personal Links
Homepage
Google Scholar
LinkedIn
Career & Education History
PhD student
Institut Polytechnique de Paris
(ip-paris.fr)
2025
–
Present
Intern
Yale University
(yale.edu)
2023
–
2024
MS student
Télécom Paris
(telecom-paris.fr)
2021
–
2024
Undergrad student
Universidade Estadual de Campinas
(unicamp.br)
2018
–
2024
Advisors, Relations & Conflicts
PhD Advisor
Florence d'Alché-Buc
Present
PhD Advisor
Pavlo Mozharovskyi
Present
Expertise
Optimal Transport
Present
Kernel Methods
Present
Graph Prediction
Present
Deep Learning
Present
Statistical Learning
Present
Publications
Lightweight Alignment of Unimodal Foundation Models for Metabolite Identification
Paul Krzakala
,
Gabriel Melo
,
Camille Lançon
,
Charlotte Laclau
,
Rémi Flamary
,
Etienne A. Thévenot
,
Florence d'Alché-Buc
ICML 2026 FM4LS Workshop Poster
Readers:
Everyone
The quest for the GRAph Level autoEncoder (GRALE)
Paul Krzakala
,
Gabriel Melo
,
Charlotte Laclau
,
Florence d'Alché-Buc
,
Rémi Flamary
NeurIPS 2025 poster
Readers:
Everyone
Co-Authors
Camille Lançon
Charlotte Laclau
Etienne A. Thévenot
Florence d'Alché-Buc
Paul Krzakala
Rémi Flamary