Aleksei Shpilman

Biography

Graduated from School of Bioinformatics and Bioengineering of Lomonosov Moscow State University in 2010.

Professional Activity

Educational Program Director, Reseach and Education Center "JetBrains", Saint-Petersburg.

Director, Center for Data Analysis and Machine Learning, National Research University Higher School of Economics, Saint-Petersburg.

Head of Applied Machine Learning and Deep Learning Laboratory, JetBrains Research, Saint-Petersburg.

Academic Advising

Academic Supervisor of Bachelors, Masters, and Ph.D. projects at HSE, ITMO, SPbSU.

Publications

  • Artyom Lobanov, Timofey Bryksin, and Alexey Shpilman

    preprint

    The 20th International Conference on Artificial Intelligence in Education (AIED), June 2019
  • Aleksandra Malysheva, Aleksei Shpilman and Daniel Kudenko
    Adaptive and Learning Agents at AAMAS, May 2019
  • Łukasz Kidziński, Carmichael Ong, Sharada Prasanna Mohanty, Jennifer Hicks, Sean F Carroll, Bo Zhou, Hongsheng Zeng, Fan Wang, Rongzhong Lian, Hao Tian, Wojciech Jaśkowski, Garrett Andersen, Odd Rune Lykkebø, Nihat Engin Toklu, Pranav Shyam, Rupesh Kumar Srivastava, Sergey Kolesnikov, Oleksii Hrinchuk, Anton Pechenko, Mattias Ljungström, Zhen Wang, Xu Hu, Zehong Hu, Minghui Qiu, Jun Huang, Aleksei Shpilman, Ivan Sosin, Oleg Svidchenko, Aleksandra Malysheva, Daniel Kudenko, Lance Rane, Aditya Bhatt, Zhengfei Wang, Penghui Qi, Zeyang Yu, Peng Peng, Quan Yuan, Wenxin Li, Yunsheng Tian, Ruihan Yang, Pingchuan Ma, Shauharda Khadka, Somdeb Majumdar, Zach Dwiel, Yinyin Liu, Evren Tumer, Jeremy Watson, Marcel Salathé, Sergey Levine, Scott Delp
    arXiv preprint, February 2019
  • Ivan Sosin, Oleg Svidchenko, Aleksandra Malysheva, Daniel Kudenko, Aleksei Shpilman
    Open Access Software, December 2018
  • A. Gaydashenko, D. Kudenko, A. Shpilman
    ICMLA, December 2018
  • Aleksandra Malysheva, Tegg Taekyong Sung, Chae-Bong Sohn, Daniel Kudenko, Aleksei Shpilman
    NeurIPS Deep Reinforcement Learning Workshop, December 2018
  • A. Malysheva, D. Kudenko, A. Shpilman
    ICARCV, November 2018
  • I. Sosin, D. Kudenko, A. Shpilman
    ICARCV, November 2018
  • Timofey Bryksin, Evgenii Novozhilov, and Aleksei Shpilman
    2nd International Workshop on Refactoring (IWoR), September 2018
  • A. Malysheva, A. Shpilman, D. Kudenko
    Workshop on Adaptive and Learning Agents (ALA) at ICML-AAMAS, July 2018
  • T. Bryskin, A. Shpilman, D. Kudenko
    AAAI Workshop on Natural Language Processing for Software Engineering, February 2018
  • A. Shpilman, D. Boikiy, M. Plyakova, D. Kudenko, A. Burakov, E. Nadezhdina
    ICMLA, December 2017
  • Shpilman A.A., Chudinova E.V., Lubitelev A., Ivanov P.A. Nadezhdina E.S.
    Investigation on Dependence of Stress Granules Formation on Microtubule Network Parameters and Stress Agent Concentration Through Numerical Model
    V ICMBB, 2014
  • Shpilman A., Shudinova E., Ivanov P., Nadezhdina E.
    Dependence of stress granule formation on microtubules supports the idea of stress granule specific “glue” arising in stress conditions
    54th Annual Meeting of the American Society for Cell Biology, 2014
  • Primako E.M., Shpilman A.A.
    Using Quazi-3D Approach for Microtubule Self-Organization Model
    V ICMBB, 2014
  • Chudinova E.M., Shpilman A.A., Lubitelev A.V., Ivanov P.A., Nadezhdina E.S.
    Role of Microtubules in Formation of Stress Granules
    AIPRC, 2013
  • Brodsky I.B., Burakov A.V., Zhapparova O.N., Ivanov P.A., Fokin A.I., Chudinova E.M., Shanina A.N., Shpilman A.A., Nadezhdina E.S.
    Molecules that Organize Cell Microtubule Systems and Why are They Doing It
    III SCBM, 2012
  • Nadezhdina E.S., Lomakin A.J., Shpilman A.A., Chudinova E.M., Ivanov P.A.
    Microtubules govern stress granule mobility and dynamics, Biochimia Biophysica Acta
    Biochimia Biophysica Acta, 2010
  • Shpilman A.
    Simple Computer Model Shows Posibility of Non-Motor Microtubule Binded Gradient Transport
    49th Annual Meeting of the American Society for Cell Biology, 2009
  • Shpilman A.A, Nadezhdina E.S.
    In silico vs in vitro: Mimitation v1.0 program allows to predic morphological and dynamic changes of tubulin cytoskeleton caused by microtubule stabilization
    Biological Motility: Achievements and Perspectives, 2008
  • E.V. Usova, A.V.Burakov, A.A. Shpilman, E.S. Nadezhdina
    Disturbance of the Radial System of Interphase Microtubules in the Presence of Excess Serum in Cell Culture Medium
    Biophysics, 2008
  • Shpilman A., Nadezhdina E.S.
    Imitational Modeling of Cytoskeleton: Dynamics, Differentiation, Active Transport and Membrane Interactions
    48th Annual Meeting of the American Society for Cell Biology, 2008
  • Shpilman A.A.
    Stochastic Modeling of Microtubule Systems
    I ICMBB, 2006
  • А.А. Shpil’man and E.S. Nadezhdina
    Stochastic Computer Model of the Cell Microtubule Dynamics
    Biophysics, 2006
  • Shpilman A.A., Nadezhdina E.S.
    Computational Stochastic Modeling of Cellular Microtubule Network
    46th Annual Meeting of the American Society for Cell Biology, 2006