Scholar
Manuel Madeira
Google Scholar ID: OhijpAwAAAAJ
EPFL
Citations & Impact
Citations
23
H-index
3
i10-index
1
Publications
10
Co-authors
16
list available
Publications
Resume (English only)
Academic Achievements
- Selected Publications: 1. DeFoG: Discrete Flow Matching for Graph Generation (with Qin et al.) 2. Generative Modelling of Structurally Constrained Graphs (with Vignac et al.) 3. Tertiary Lymphoid Structures Generation through Graph-based Diffusion (with Thanou and Frossard)
Research Experience
- Before starting his PhD, he was a Machine Learning researcher at Inductiva Research Labs, working on physics-informed neural networks for heat diffusion and coastal dynamics.
Education
- PhD student at LTS4, EPFL (Switzerland), under the supervision of Pascal Frossard and Dorina Thanou; BSc and MSc in Biomedical Engineering from Instituto Superior Técnico, with his MSc thesis advised by Renato Negrinho, Pedro Aguiar, and João Xavier; Visiting student at Tsinghua University.
Background
- Research interests span generative modeling, graph deep learning, and their applications in scientific discovery. Currently an Applied Scientist Intern at Amazon.
Miscellany
- In his spare time, he is really into sports, especially football. He also enjoys reading books and watching movies.
