Daria Pugacheva

Researcher, HSE

Joined

September 2023

Names

Daria Pugacheva (Preferred)

Emails

****@gmail.com (Confirmed)

,

****@hse.ru (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Researcher

HSE (hse.ru)

2025 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Machine learning

2017 – 2023

Laser-plasma physics

2013 – 2023

Publications

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
Bring the Apple, Not the Sofa: Impact of Irrelevant Context in Embodied AI Commands on VLA Models
Daria Pugacheva, Andrey Moskalenko, Denis Shepelev, Andrey Kuznetsov, Vlad Shakhuro, Elena Tutubalina
- OpenReview Archive Direct Upload
- 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- ICLR 2026 Conference Withdrawn Submission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
Enhancing GNNs Performance on Combinatorial Optimization by Recurrent Feature Update
Daria Pugacheva, Andrei Ermakov, Igor Lyskov, Ilya Makarov, Yuriy Zotov
- CoRR 2024
- 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