Stratis Ioannidis

Recent Publications

Deep Spectral Ranking
İ. Yıldız, J. Dy, D. Erdoğmuş, S. Ostmo, J. P. Campbell, M. F. Chiang, and S. Ioannidis. AISTATS, 2021. [code][talk]

Submodular Maximization via Taylor Series Approximation
G. Özcan, A. Moharrer, and S. Ioannidis. SDM, 2021. [code][talk]

Learn-Prune-Share for Lifelong Learning
Z. Wang, T. Jian, K. Chowdhury, Y. Wang, J. Dy, and S. Ioannidis. ICDM, 2020. [code][talk1][talk2]

Massively Distributed Graph Distances
A. Moharrer, Jasmin Gao, S. Wang, J. Bento, and S. Ioannidis. IEEE SIPN, 2020. [code]

Research Interests

  • Machine Learning
  • Distributed Systems
  • Networking
  • Privacy

Technical Program Commitees

  • NeurIPS (2017-2020), ICML (2017-2020), KDD (2017-2020), IJCAI (2019–2020)
  • INFOCOM (2014-2020), ACM MobiHoc (2016–2020)

News and research highlights, google scholar profile, patents granted and pending. If you are interested in pursuing a Ph.D. in machine learning, distributed systems, or privacy, please feel free to reach out to

Our research is generously supported by the National Science Foundation via CAREER award CCF-1750539 and grants CCF-1937500, IIS-1741197, IIS-1622536, NeTS-1718355, and CNS-1717213, by the Defence Advanced Research Projects Agency, as well as by a Google Faculty Research Award and a Facebook Research Award.