Scholar
Selin Aviyente
Google Scholar ID: Cs4DC88AAAAJ
Michigan State University
Citations & Impact
Citations
2,231
H-index
22
i10-index
43
Publications
20
Co-authors
17
list available
Publications
Resume (English only)
Academic Achievements
- May 2025: Paper 'Community Detection in Multi-Aspect Functional Brain Networks: Robust Tensor Decomposition Approach' published in IEEE Access
- April 2025: Three papers accepted for presentation at SSP 2025
- January 2025: Paper 'Multiview Graph Learning with Consensus Graph' published in IEEE Transactions on Signal and Information Processing over Networks
- August 2024: Awarded NSF-SNSF grant 'Learning disentangled graph representations for biomedicine' (joint with Dr. Dorina Thanou, EPFL)
- January 2024: Paper 'Community Detection in Multiplex Networks Based on Orthogonal Nonnegative Tri-Matrix Factorization' published in IEEE Access
- June 2023: Awarded NSF grant 'Collaborative Research: CIF: Medium: Robust Learning over Graphs'
- June 2023: Published in IEEE Signal Processing Magazine (75th Anniversary Special Issue)
- July 2022: Paper 'Explainability in Graph Data Science: Interpretability, replicability, and reproducibility of community detection' published in IEEE Signal Processing Magazine
- May 2022: Awarded NSF grant 'CIF: Small: Multiview Graph Learning with Applications to Single Cell Gene Expression Networks'
- Selected publications span tensor decomposition, multimodal neuroimaging classification, urban traffic anomaly detection, and brain dynamics community detection in journals including IEEE TIP, IEEE TBME, and Proceedings of the IEEE
