Andrei Rykov

Research Engineer at Chebyshev Research Center

Hi there!

My name is Andrei Rykov (Андрей Рыков). I’m Research Engineer at Chebyshёv Research Center (Huawei Technologies Ltd.), working on code generation problems with LLMs.

You can find my CV [here]. Feel free to reach out via e-mail: a dot g dot rykov at glndwr dot ru.

Last Update: 28.02.2026

[Research interests]

  • Cluster analysis
    • Differential (Deep) spectral clustering methods
    • Problem of internal valdiation indices and unsupervised partition evaluation
  • Unsupervised (Self-Supervised) Representation Learning
    • Ordered (Structured) representations
    • Hierarchical representations
  • Inverse engineering of neural networks
  • Topological Data analysis

[Selected publications]

Rykov, A., De Amorim, R. C., Makarenkov, V., & Mirkin, B.
“Inertia-based indices to determine the number of clusters in K-Means: an experimental evaluation”
IEEE Access
[paper] - [code]

[More Publications Expected]