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Ivan Oseledets — most-cited papers & profile · Large Language Models
← authors
·
overview
Ivan Oseledets
30
papers ·
78
citations ·
41
h-index
Skolkovo Institute of Science and Technology · American Xtal Technology (United States) · Inception Institute of Artificial Intelligence · Artificial Intelligence in Medicine (Canada) · AIRI - Artificial Intelligence Research Institute
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Most-cited papers
Run Lora Run: Faster And Lighter Lora Implementations
2023 · 2 citations
OCC-RAG: Optimal Cognitive Core for Faithful Question Answering
2026
LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of Transformers
2025
I Have Covered All the Bases Here: Interpreting Reasoning Features in Large Language Models via Sparse Autoencoders
2025
Exploring the Latent Capacity of LLMs for One-Step Text Generation
2025
Confidence Is All You Need: Few-Shot RL Fine-Tuning of Language Models
2025
Listener-Rewarded Thinking in VLMs for Image Preferences
2025
The Rogue Scalpel: Activation Steering Compromises LLM Safety
2025
GigaEvo: An Open Source Optimization Framework Powered By LLMs And Evolution Algorithms
2025
One Task Vector is not Enough: A Large-Scale Study for In-Context Learning
2025
Top co-authors
Andrey Galichin
· 5
Andrey Kuznetsov
· 4
Elena Tutubalina
· 3
Alexander Gambashidze
· 2
Alexey Dontsov
· 2
Anton Razzhigaev
· 2
Matvey Skripkin
· 2
Oleg Y. Rogov
· 2
Polina Druzhinina
· 2
Aleksandr Mikhalev
· 1
Alexander Zubrey
· 1
Alla Chepurova
· 1
Topics
Model Architecture
Fine-Tuning
Training Techniques
Efficiency
Evaluation
Code
In-Context Learning
Reinforcement Learning
Vision-Language
Safety & Alignment