Andrei Ermakov

Joined

September 2023

Names

Andrei Ermakov (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

MS student

National Research University Higher School of Economics (edu.hse)

2022 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

Combinatorial Optimization

,

Deep Learning

Present

Publications

Relative Position Biases for Transformer PINNs
Fedor Buzaev, Andrei Ermakov, Mariia Ivanova, Fedor Ratnikov, Denis Derkach, Ilya Makarov
- AI&PDE Poster
- Readers: Everyone
Evolutionary Two-Stage Hyperparameter Optimization Strategies for Physics-Informed Neural Networks
Fedor Buzaev, Dmitry Efremenko, Egor Bugaev, Andrei Ermakov, Denis Derkach, Daria Pugacheva, Fedor Ratnikov
- AI&PDE Poster
- Readers: Everyone
Decoder Only Transformer for Physics Informed Neural Networks
Fedor Buzaev, Andrei Ermakov, Dmitry Efremenko, Daria Pugacheva, Mariia Ivanova, Denis Derkach
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Unsupervised Graph Neural Networks for Solving Combinatorial Optimization Problems by Iterative Solution Refinement
Daria Pugacheva, Andrei Ermakov, Igor Lyskov, Ilya Makarov, Yuriy Zotov
- Submitted to ICLR 2026
- Readers: Everyone
Optimizing Pseudo-Boolean Polynomials using Hypergraph Neural Networks
Andrei Ermakov, Ilya Makarov
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Unsupervised graph neural networks with recurrent features for solving combinatorial optimization problems
Daria Pugacheva, Yuriy Zotov, Andrei Ermakov, Igor Lyskov
- Submitted to ICLR 2024
- Readers: Everyone

Co-Authors