Department of Computer Science and Engineering
Professor, CSE Distinguished Professor, William Norris Land Grant Chair in Large-Scale Computing
Saad’s research focuses on numerical linear algebra, sparse matrix computations, iterative methods for linear systems and eigenvalue problems, parallel algorithms in numerical linear algebra, and matrix methods for machine learning.
Research Division
Data Science and Machine Learning
Current Research
…
Professor, Distinguished McKnight University Professor
Karypis' research interests are concentrated in the areas of data mining, recommender systems, learning analytics, high-performance computing, and chemical informatics and from time-to-time, he looks at various problems in the areas of health informatics, information retrieval, bioinformatics, and scientific computing. Within these areas, his research focuses in developing novel algorithms for solving important existing and/or emerging problems, and…
Professor, Distinguished University Teaching Professor, Director of Graduate Studies for Data Science
Boley is known for his past work on numerical linear algebra methods for control problems, parallel algorithms, iterative methods for matrix eigenproblems, inverse problems in linear algebra, as well as his more recent work on computational methods in statistical machine learning, data mining, and bioinformatics. His current interests include scalable algorithms for convex optimization in machine learning, the analysis of networks and graphs such as…
Associate Professor
Suma Rosenberg's research interests are situated at the intersection of virtual reality and HCI, encompassing immersive technologies, 3D user interfaces, and spatial interaction techniques.
Research Division
Human-Centered Computing
Current Research
…
Professor, Distinguished University Teaching Professor
Keefe's research explores a broad range of topics in the areas of visualization, computer graphics, and human-computer interaction. His current projects center on data visualization in extended reality, data "physicalization" (e.g., via multi-material 3D printing), data storytelling, community-engaged co-design, ensemble visualization for climate science and other high-performance computing applications, and basic research in 3D user interfaces,…
Professor, Director of Graduate Studies for Cognitive Science
Research Interests
Interrante's research focuses on applying insights from visual perception and cognition to the development of more effective virtual reality experiences and the more effective communication of complex information through visual imagery. In this work, she has enjoyed collaborating with colleagues in a wide variety of fields, including architectural design, psychology, engineering and medicine.
Research…
Associate Professor
Research Interests
Zhai is interested in developing novel compiler optimizations and architecture features not only to improve the performance for such processors, but also to enhance non-performance features, such as programmability, security, testability and reliability.
Research Division
Computing Systems
Current Research
…