Xiaobai Sun

Sun

Professor of Computer Science

Numerical analysis, matrix theory, high-performance scientific computing, and parallel computing. Current Projects: Theory and algorithm development for large matrix computation problems arising in computational science and engineering.

Appointments and Affiliations

  • Professor of Computer Science

Contact Information

  • Office Location: D107 Lev Sci Res Ctr, Durham, NC 27708
  • Office Phone: (919) 660-6500
  • Email Address: xiaobai.sun@duke.edu

Education

  • Ph.D. University of Maryland, College Park, 1991

Courses Taught

  • COMPSCI 321: Graph Analysis with Matrix Computation
  • COMPSCI 393: Research Independent Study
  • COMPSCI 520: Numerical Analysis
  • COMPSCI 521: Graph Analysis with Matrix Computation
  • COMPSCI 590: Advanced Topics in Computer Science
  • MATH 462: Graph Analysis with Matrix Computation
  • MATH 565: Numerical Analysis
  • STA 612: Numerical Analysis

Representative Publications

  • Floros, D; Liu, T; Pitsianis, N; Sun, X, Fast Graph Algorithms for Superpixel Segmentation, 2022 Ieee High Performance Extreme Computing Conference, Hpec 2022 (2022) [10.1109/HPEC55821.2022.9926359] [abs].
  • Fu, W; Sharma, S; Abadi, E; Iliopoulos, A-S; Wang, Q; Lo, JY; Sun, X; Segars, WP; Samei, E, Corrections to "iPhantom: A Framework for Automated Creation of Individualized Computational Phantoms and its Application to CT Organ Dosimetry"., Ieee J Biomed Health Inform, vol 26 no. 1 (2022) [10.1109/JBHI.2021.3130397] [abs].
  • Fu, W; Sharma, S; Abadi, E; Iliopoulos, A-S; Wang, Q; Lo, JY; Sun, X; Segars, WP; Samei, E, iPhantom: A Framework for Automated Creation of Individualized Computational Phantoms and Its Application to CT Organ Dosimetry., Ieee J Biomed Health Inform, vol 25 no. 8 (2021), pp. 3061-3072 [10.1109/JBHI.2021.3063080] [abs].
  • Liu, T; Floros, D; Pitsianis, N; Sun, X, Digraph Clustering by the BlueRed Method, 2021 Ieee High Performance Extreme Computing Conference, Hpec 2021 (2021) [10.1109/HPEC49654.2021.9622834] [abs].
  • Floros, D; Pitsianis, N; Sun, X, Fast Graphlet Transform of Sparse Graphs, 2020 Ieee High Performance Extreme Computing Conference, Hpec 2020 (2020) [10.1109/HPEC43674.2020.9286205] [abs].