Alexey Dontsov
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
5
Venues
3
Active years
2025–2026
Best venue rank
A*
Where they publish
Papers
5 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | I Have Covered All the Bases Here: Interpreting Reasoning Features in Large Language Models via Sparse Autoencoders. | Andrey V. Galichin, Alexey Dontsov, Polina Druzhinina, Anton Razzhigaev, Oleg Rogov, Elena Tutubalina, Ivan V. Oseledets |
| 2026 | ACL | Motivating Next-Gen Accelerators with Flexible N: M Activation Sparsity via Benchmarking Lightweight Post-Training Sparsification Approaches. | Shirin Alanova, Kristina Kazistova, Ekaterina Galaeva, Alina Kostromina, Vladimir Smirnov, Dmitry Redko, Alexey Dontsov, Maxim Zhelnin, Evgeny Burnaev, Egor Shvetsov |
| 2026 | EACL | Out of Distribution, Out of Luck: Process Rewards Misguide Reasoning Models. | Alexey Dontsov, Anton Korznikov, Andrey V. Galichin, Elena Tutubalina |
| 2026 | EACL | Feature Drift: How Fine-Tuning Repurposes Representations in LLMs. | Andrey V. Galichin, Anton Korznikov, Alexey Dontsov, Oleg Rogov, Elena Tutubalina, Ivan V. Oseledets |
| 2025 | ACL | CLEAR: Character Unlearning in Textual and Visual Modalities. | Alexey Dontsov, Dmitrii Korzh, Alexey Zhavoronkin, Boris Mikheev, Denis Bobkov, Aibek Alanov, Oleg Rogov, Ivan V. Oseledets, Elena Tutubalina |