I received my Ph.D. from the Weizmann Institute of Science (Israel) under supervision of Achi Brandt and Dorit Ron, in 2008. In Fall 2012, I joined the School of Computing at Clemson University. I am also a Faculty Scholar of the Clemson University School of Health Research. Before that I was at Argonne National Laboratory. My undegraduate school is Ben-Gurion University of the Negev.

I am actively looking for highly motivated students to work with (both undergraduate and graduate). You are always welcome to stop by my office to chat. Click here to check if I have an immediate M.Sc./Ph.D. opening. Undergraduate students click here.


Please submit to a special issue of Algorithms on Multilevel Methods

We are soliciting high-quality original research papers (and significant work-in-progress papers) describing any aspects of multilevel algorithmic approaches, as well as the design and implementation of solutions and systems in which the multilevel approach plays one of the central roles.

Save the dates for our mini-tutorial and mini-symposium at SIAM PP20 on

Combinatorial Optimization on Quantum Computers
and
Recent Advances and Trends in Hybrid Quantum-Classical Algorithms



Research Interests

  • Quantum algorithms
  • Machine Learning, Data Mining
  • Graph Algorithms, Network Science
  • Hypothesis Generation, Text Mining
  • Combinatorial Scientific Computing
  • Multiscale Methods, Complex Systems

Funding

  • DARPA
  • NSF
  • BMW
  • Greenville Hospital System
  • Department of Education

My Erdös number is 3 (Safro-Brandt-Gillis-Erdös), and this is my Ph.D. genealogy tree (courtesy Mathematics Genealogy Project)


Summer School on Network Science in U of SC

Talk I: Multiscale Methods for Networks
Talk II: When Multiscale Methods meet Network Generation
Multiscale Network Generator (software, paper)



Recent Professional Activities

  • Editorial Board:
     • Algorithms
     • PLOS ONE (Machine Learning and Data Mining Areas)
     • Journal of Data Intelligence
  • (co)Organizer:
     • Mini-symposium "Recent Advances and Trends in Hybrid Quantum-Classical Algorithms" at SIAM PP 2020
     • Tutorial "Combinatorial Optimization on Quantum Computers" at SIAM PP 2020
     • Leibniz Center for Informatics, Dagstuhl Workshop "High-performance Graph Algorithms", 2018 (1 week)
     • Session on "Scalable Algorithms for Networks" at International Symposium on Mathematical Programming 2015
     • Leibniz Center for Informatics, Dagstuhl Workshop "High-performance Graph Algorithms and Applications in Computational Science", 2014 (1 week)
     • ICiS Workshop "Graph and Hypergraph Problems in Computational Science", 2012 (1 week)
  • Program Committee Member
     • International Workshop on Quantum Computing: Circuits Systems Automation and Applications 2020 (QC-CSAA, co-located with IEEE Computer Society Annual Symposium on VLSI)  • International Workshop on Literature-Based Discovery (LBD 2020)  • INFORMS Optimization Society 2020 (IOS2020)  • International Workshop on Quantum Computing for Sustainable Computing 2019  • International Conference on Big Data Analytics and Knowledge Discovery (DaWaK 2018, 2019)  • IEEE Cloud Summit 2019  • SIAM Workshop in Combinatorial Scientific Computing 2016 (SIAM CSC16)  • Learning and Intelligent Optimization 2011, 2012, 2013 (LION11-13)  • IEEE 2nd International Workshop on Network Science 2013 (NSW13)
  • Advisory Board Member
     • The Swiss Innovation Lab
  • Grant Panels: LDRD for national labs, NASA, NSF

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