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ORCIDAndrey V. Galichin
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2020 – today
- 2026
[c4]Andrey V. Galichin, Alexey Dontsov, Polina Druzhinina, Anton Razzhigaev, Oleg Rogov, Elena Tutubalina, Ivan V. Oseledets:
I Have Covered All the Bases Here: Interpreting Reasoning Features in Large Language Models via Sparse Autoencoders. AAAI 2026: 30771-30779- [c3]Alexey Dontsov, Anton Korznikov, Andrey V. Galichin, Elena Tutubalina:
Out of Distribution, Out of Luck: Process Rewards Misguide Reasoning Models. EACL (Volume 2: Short Papers) 2026: 421-435 - [c2]Andrey V. Galichin, Anton Korznikov, Alexey Dontsov, Oleg Rogov, Elena Tutubalina, Ivan V. Oseledets:
Feature Drift: How Fine-Tuning Repurposes Representations in LLMs. EACL (Findings) 2026: 1878-1887 - [i10]Anton Korznikov, Andrey V. Galichin, Alexey Dontsov, Oleg Rogov, Ivan V. Oseledets, Elena Tutubalina:
Sanity Checks for Sparse Autoencoders: Do SAEs Beat Random Baselines? CoRR abs/2602.14111 (2026) - [i9]Maksim Savkin, Mikhail Goncharov, Alexander Gambashidze, Alla Chepurova, Dmitrii Tarasov, Nikita Andriianov, Daria Pugacheva, Vasily Konovalov, Andrey V. Galichin, Ivan V. Oseledets:
OCC-RAG: Optimal Cognitive Core for Faithful Question Answering. CoRR abs/2606.00683 (2026) - [i8]QuocViet Pham, Elvir Karimov, Andrey V. Galichin, Ivan V. Oseledets:
TheoremBench: Evaluating LLMs on Theorem Proving in Formal Mathematics. CoRR abs/2606.09450 (2026) - 2025
- [j1]Andrey V. Galichin, Mikhail Pautov
, Alexey Zhavoronkin, Oleg Y. Rogov, Ivan V. Oseledets:
GLiRA: Closed-Box Membership Inference Attack via Knowledge Distillation. IEEE Trans. Inf. Forensics Secur. 20: 3893-3906 (2025) - [i7]Mikhail Pautov, Danil Ivanov, Andrey V. Galichin, Oleg Rogov, Ivan V. Oseledets:
Spread them Apart: Towards Robust Watermarking of Generated Content. CoRR abs/2502.07845 (2025) - [i6]Andrey V. Galichin, Alexey Dontsov, Polina Druzhinina, Anton Razzhigaev, Oleg Y. Rogov, Elena Tutubalina, Ivan V. Oseledets:
I Have Covered All the Bases Here: Interpreting Reasoning Features in Large Language Models via Sparse Autoencoders. CoRR abs/2503.18878 (2025) - [i5]Anton Korznikov, Andrey V. Galichin, Alexey Dontsov, Oleg Rogov, Elena Tutubalina, Ivan V. Oseledets:
OrtSAE: Orthogonal Sparse Autoencoders Uncover Atomic Features. CoRR abs/2509.22033 (2025) - [i4]Anton Korznikov, Andrey V. Galichin, Alexey Dontsov, Oleg Y. Rogov, Ivan V. Oseledets, Elena Tutubalina:
The Rogue Scalpel: Activation Steering Compromises LLM Safety. CoRR abs/2509.22067 (2025) - [i3]Valentin Khrulkov, Andrey V. Galichin, Denis Bashkirov, Dmitry Vinichenko, Oleg Travkin, Roman Alferov, Andrey Kuznetsov, Ivan V. Oseledets:
GigaEvo: An Open Source Optimization Framework Powered By LLMs And Evolution Algorithms. CoRR abs/2511.17592 (2025) - 2024
- [i2]Andrey V. Galichin, Mikhail Pautov, Alexey Zhavoronkin, Oleg Y. Rogov, Ivan V. Oseledets:
GLiRA: Black-Box Membership Inference Attack via Knowledge Distillation. CoRR abs/2405.07562 (2024) - 2023
- [c1]Razan Dibo, Andrey V. Galichin, Pavel Astashev, Dmitry V. Dylov, Oleg Y. Rogov:
DeepLOC: Deep Learning-Based Bone Pathology Localization and Classification in Wrist X-Ray Images. AIST 2023: 199-211 - [i1]Razan Dibo, Andrey V. Galichin, Pavel Astashev, Dmitry V. Dylov, Oleg Y. Rogov:
DeepLOC: Deep Learning-based Bone Pathology Localization and Classification in Wrist X-ray Images. CoRR abs/2308.12727 (2023)
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