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Ivan V. Oseledets

Skolkovo Institute of Science and Technology, Moscow, Russia

24 papers at tracked venues · 8 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-2071-2163 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×4EMNLP ×3AAAI ×2EACL ×2IJCAI ×2MICCAI ×2RecSys ×2CIKM ×1ECAI ×1ICLR ×1ICML ×1NAACL ×1UAI ×1WACV ×1

Frequent coauthors

Elena Tutubalina
×5
Oleg Rogov
×5
Gleb Mezentsev
×4
Alexey Dontsov
×3
Anton Razzhigaev
×3
Andrey Kuznetsov
×3
Dmitry V. Dylov
×3
Dmitrii Korzh
×3
Mikhail Pautov
×3
Aleksandr Mikhalev
×3
Evgeny Frolov
×3
Pavel Tikhonov
×2

Papers

  1. Confidence Leaps in LLM Reasoning: Early Stopping and Cross-Model Transfer
    EACL 2026 ·
    Pavel Tikhonov
    , Ivan V. Oseledets,
    Elena Tutubalina
  2. Feature Drift: How Fine-Tuning Repurposes Representations in LLMs
    EACL 2026 ·
    Andrey V. Galichin
    ,
    Anton Korznikov
    ,
    Alexey Dontsov
    ,
    Oleg Rogov
    ,
    Elena Tutubalina
    , Ivan V. Oseledets
  3. I Have Covered All the Bases Here: Interpreting Reasoning Features in Large Language Models via Sparse Autoencoders
    AAAI 2026 ·
    Andrey V. Galichin
    ,
    Alexey Dontsov
    ,
    Polina Druzhinina
    ,
    Anton Razzhigaev
    ,
    Oleg Rogov
    ,
    Elena Tutubalina
    , Ivan V. Oseledets
  4. MaxInfo: A Training-Free Key-Frame Selection Method Using Maximum Volume for Enhanced Video Understanding
    WACV 2026 ·
    Pengyi Li
    ,
    Irina Abdullaeva
    ,
    Alexander Gambashidze
    ,
    Andrey Kuznetsov
    , Ivan V. Oseledets
  5. One Task Vector is not Enough: A Large-Scale Study for In-Context Learning
    ACL 2026 ·
    Pavel Tikhonov
    , Ivan V. Oseledets,
    Elena Tutubalina
  6. AI Diagnostic Assistant (AIDA): A Predictive Model for Diagnoses from Health Records in Clinical Decision Support Systems
    IJCAI 2025 ·
    Dmitriy Umerenkov
    ,
    Alexandr Nesterov
    ,
    Vladimir Shaposhnikov
    ,
    Ruslan Abramov
    ,
    Nikolay Romanenko
    ,
    Vladimir Kokh
    ,
    Marina Kirina
    ,
    Anton Abrosimov
    ,
    Dmitry V. Dylov
    , Ivan V. Oseledets
  7. Associative memory and dead neurons
    ICLR 2025 ·
    Vladimir Fanaskov
    , Ivan V. Oseledets
  8. CLARITY: Clinical Assistant for Routing, Inference, and Triage
    EMNLP 2025 ·
    Vladimir Shaposhnikov
    ,
    Alexandr Nesterov
    ,
    Ilia Kopanichuk
    ,
    Ivan Bakulin
    ,
    Egor Zhelvakov
    ,
    Ruslan Abramov
    ,
    Ekaterina Tsapieva
    ,
    Iaroslav Bespalov
    ,
    Dmitry V. Dylov
    , Ivan V. Oseledets
  9. CLEAR: Character Unlearning in Textual and Visual Modalities
    ACL 2025 ·
    Alexey Dontsov
    ,
    Dmitrii Korzh
    ,
    Alexey Zhavoronkin
    ,
    Boris Mikheev
    ,
    Denis Bobkov
    ,
    Aibek Alanov
    ,
    Oleg Rogov
    , Ivan V. Oseledets,
    Elena Tutubalina
  10. Certification of Speaker Recognition Models to Additive Perturbations
    AAAI 2025 ·
    Dmitrii Korzh
    ,
    Elvir Karimov
    ,
    Mikhail Pautov
    ,
    Oleg Y. Rogov
    , Ivan V. Oseledets
  11. Exploring the Hidden Capacity of LLMs for One-Step Text Generation
    EMNLP 2025 ·
    Gleb Mezentsev
    , Ivan V. Oseledets
  12. LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of Transformers
    NAACL 2025 ·
    Anton Razzhigaev
    ,
    Matvey Mikhalchuk
    ,
    Temurbek Rahmatullaev
    ,
    Elizaveta Goncharova
    ,
    Polina Druzhinina
    , Ivan V. Oseledets,
    Andrey Kuznetsov
  13. Random Direct Preference Optimization for Radiography Report Generation
    MICCAI 2025 ·
    Valentin Samokhin
    ,
    Boris Shirokikh
    ,
    Mikhail Goncharov
    ,
    Dmitriy Umerenkov
    ,
    Maksim Bobrin
    , Ivan V. Oseledets,
    Dmitry V. Dylov
    ,
    Mikhail Belyaev
  14. Run LoRA Run: Faster and Lighter LoRA Implementations
    ACL 2025 ·
    Daria Cherniuk
    ,
    Aleksandr Mikhalev
    , Ivan V. Oseledets
  15. Anatomical Positional Embeddings
    MICCAI 2024 ·
    Mikhail Goncharov
    ,
    Valentin Samokhin
    ,
    Eugenia Soboleva
    ,
    Roman Sokolov
    ,
    Boris Shirokikh
    ,
    Mikhail Belyaev
    ,
    Anvar Kurmukov
    , Ivan V. Oseledets
  16. General Lipschitz: Certified Robustness Against Resolvable Semantic Transformations via Transformation-Dependent Randomized Smoothing
    ECAI 2024 ·
    Dmitrii Korzh
    ,
    Mikhail Pautov
    ,
    Olga Tsymboi
    , Ivan V. Oseledets
  17. Neural operators meet conjugate gradients: The FCG-NO method for efficient PDE solving
    ICML 2024 ·
    Alexander Rudikov
    ,
    Vladimir Fanaskov
    ,
    Ekaterina A. Muravleva
    ,
    Yuri M. Laevsky
    , Ivan V. Oseledets
  18. Probabilistically Robust Watermarking of Neural Networks
    IJCAI 2024 ·
    Mikhail Pautov
    ,
    Nikita Bogdanov
    ,
    Stanislav Pyatkin
    ,
    Oleg Rogov
    , Ivan V. Oseledets
  19. Quantization of Large Language Models with an Overdetermined Basis
    UAI 2024 ·
    Daniil Merkulov
    ,
    Daria Cherniuk
    ,
    Alexander Rudikov
    , Ivan V. Oseledets,
    Ekaterina A. Muravleva
    ,
    Aleksandr Mikhalev
    ,
    Boris Kashin
  20. RECE: Reduced Cross-Entropy Loss for Large-Catalogue Sequential Recommenders
    CIKM 2024 ·
    Danil Gusak
    ,
    Gleb Mezentsev
    , Ivan V. Oseledets,
    Evgeny Frolov
  21. Scalable Cross-Entropy Loss for Sequential Recommendations with Large Item Catalogs
    RecSys 2024 ·
    Gleb Mezentsev
    ,
    Danil Gusak
    , Ivan V. Oseledets,
    Evgeny Frolov
  22. Self-Attentive Sequential Recommendations with Hyperbolic Representations
    RecSys 2024 ·
    Evgeny Frolov
    ,
    Tatyana Matveeva
    ,
    Leyla Mirvakhabova
    , Ivan V. Oseledets
  23. SparseGrad: A Selective Method for Efficient Fine-tuning of MLP Layers
    EMNLP 2024 ·
    Viktoria Chekalina
    ,
    Anna Rudenko
    ,
    Gleb Mezentsev
    ,
    Aleksandr Mikhalev
    ,
    Alexander Panchenko
    , Ivan V. Oseledets
  24. Your Transformer is Secretly Linear
    ACL 2024 ·
    Anton Razzhigaev
    ,
    Matvey Mikhalchuk
    ,
    Elizaveta Goncharova
    ,
    Nikolai Gerasimenko
    , Ivan V. Oseledets,
    Denis Dimitrov
    ,
    Andrey Kuznetsov