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  • Барьеры реализации трансформации в университетах и факторы их преодоления: взгляд руководителей вузов и экспертов
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News
June 5, 2026
Neural Network Maps as a Method for Constructing Mathematical Models
Scientists from HSE University–Nizhny Novgorod and the Institute of Physics Belgrade, Serbia, are jointly exploring the application of machine learning techniques and neural networks to the study of nonlinear dynamics. Natalya Stankevich, Leading Research Fellow at the Laboratory of Topological Methods in Dynamics of the Faculty of Informatics, Mathematics, and Computer Science at HSE University–Nizhny Novgorod, spoke to the HSE News Service about this international project.
June 5, 2026
‘In the Age of Technology, It Is Interesting to Look into the Past and Think about What We Can Take from It
Polina Tabakova decided to apply for a Philology degree at HSE in Nizhny Novgorod because she grew up in Mari El and did not want to move far away from the Russian forests. In an interview for the Young Scientists of HSE University project, she spoke about the genre of the campus novel, the existential drama of Kolobok, and a blackout version of Eugene Onegin.
June 5, 2026
HSE Scientists Develop Method to Compress Large Language Models Without Losing Quality
Researchers from the AI and Digital Science Institute at the HSE Faculty of Computer Science have developed a new compression method for large language models such as GPT and LLaMA that reduces their size by 25–36% without additional training or significant loss of accuracy. This is the first approach to use mathematical transformations—specifically, rotations of model weights—to make models more amenable to compression with structured matrices. The study results have been published in ACL Findings 2025. The code is available on GitHub.

 

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Барьеры реализации трансформации в университетах и факторы их преодоления: взгляд руководителей вузов и экспертов

Университетское управление: практика и анализ. 2025. Т. 29. № 4. С. 129–143.
Krestinin V.

The aim of this article is to analyze the institutional barriers to implementing transformation in universities, as well as the factors enabling their overcoming, through the lens of those leading these processes. To this end, the author conducted 22 in-depth expert interviews with university leaders (primarily rectors and vice-rectors) participating in the “Priority 2030” program, as well as with experts in higher education management. The interpretation of this qualitative study was grounded in an institutional theoretical framework and employed thematic analysis methodology, which enabled a structured identification of key themes and meanings within managerial discourse. University leaders identified the main barriers to change implementation as: misalignment between new objectives and existing practices, fragmentation and siloed nature of university structures, staff rigidity, symbolic compliance with required activities, and increasing bureaucratization. The factors used to overcome these barriers include: the creation and maintenance of internal communication channels, the managerial resource of rectoral leadership, the legitimization and adoption of project-based management practices, and strategic personnel changes. Particular attention is given to the role of the management team in strategic stakeholder engagement, where the importance of simultaneously meeting external expectations and articulating an autonomous institutional agenda is emphasized. Thus, this study contributes to the ongoing discourse on contemporary university transformation by offering the perspective of those directly responsible for its implementation. The findings may be valuable to higher education researchers and university administrators, as well as to those involved in designing organizational change programs and providing educational or consulting support for their implementation.

Research target: Education
Language: Russian
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Keywords: трансформация университетовuniversity transformationleadership in higher educationлидерство в высшем образованииmanagement practices in higher educationуправленческие практики в высшем образовании
Publication based on the results of:
The formation of a national higher education system: key changes and their effects (2025)
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