Scholar
Bülent Yener
Google Scholar ID: 0vWWXXUAAAAJ
Professor of Computer Science, Director of Data Science Research Center RPI
Citations & Impact
Citations
4,762
H-index
32
i10-index
58
Publications
20
Co-authors
55
list available
Contact
No contact links provided.
Publications
Resume (English only)
Academic Achievements
- Named IEEE Fellow in 2015 for contributions to network design optimization and security
- Marie Curie Fellow (2009–2010)
- Selected publications include:
- - 2020: 'Adaptive Sketching for Fast and Convergent Canonical Polyadic Decomposition' (ICML)
- - 2019: 'Cybersecurity in the Era of Data Science: Examining New Adversarial Models' (IEEE Security & Privacy)
- - 2018: 'Accelerating a Distributed CPD Algorithm for Large Dense, Skewed Tensors' (IEEE BigData)
- - 2016: 'Prediction of Growth Factor-Dependent Cleft Formation During Branching Morphogenesis Using A Dynamic Graph-Based Growth Model' (IEEE/ACM Transactions on Computational Biology)
Background
- Professor in the Department of Computer Science and the Department of Electrical, Computer and Systems Engineering at Rensselaer Polytechnic Institute (RPI)
- Founding Director of the Data Science Research Center at RPI
- Research areas include: Computer Communications Networks (wireless networks, Internet, overlay networks, VPNs), Information Security and Privacy, Biomedical Informatics, Artificial Intelligence and Machine Learning, and Data Science
- Research approach emphasizes problem modeling, data analysis, and optimization, leveraging combinatorics and machine learning to gain novel insights into traditional domains
- Developed the 'cell-graphs' methodology for modeling structure-function relationships, widely applied in digital pathology
- Designed cryptographic key pre-distribution systems based on combinatorial design, particularly Balanced Incomplete Block Designs (BIBD)
