Scholar
Aref Einizade
Google Scholar ID: ZEQyAaAAAAAJ
Postdoctoral Researcher at LTCI, Télécom Paris, Institut Polytechnique de Paris
Citations & Impact
Citations
196
H-index
9
i10-index
9
Publications
20
Co-authors
7
list available
Publications
Resume (English only)
Academic Achievements
- Awarded the HI! PARIS Postdoctoral Fellowship (2023).
- Best Ph.D. Student, EE Department, Sharif University of Technology.
- Top 1% in national graduate (including Ph.D.) entrance exam.
- Ranked 1st in M.Sc. Bioelectric Major, EE Department, Sharif University of Technology.
- Published in IEEE Transactions on Signal and Information Processing over Networks (2024): 'Higher-Order GNNs Meet Efficiency: Sparse Sobolev Graph Neural Networks.'
- Published (2024): 'Estimation of a Causal Directed Acyclic Graph Process.'
Research Experience
- Postdoctoral Researcher (Oct 2023 – Present), LTCI, Télécom Paris, IP-Paris, France; Project: 'Learning Multi-domain Graphs from Data via Graph Machine Learning'; Supervised by Prof. Jhony Giraldo and Prof. Fragkiskos D. Malliaros.
- Teaching Assistant (Jun 2024), LTCI, Télécom Paris, for labs on Source Separation and Non-negative Matrix Factorization.
- Co-supervising multiple B.Sc. students at Sharif University of Technology (Sep 2022 – Present).
- Teaching Assistant (Oct 2017 – Sep 2022), Sharif University of Technology, for courses including Deep Learning, Computer Vision, Tensor Decompositions, EEG Signal Processing, and Medical Image Processing.
- Presented on EEG signal processing at the Sharif Neuroscience Symposium (Jan–Feb 2020).
