Yaroslav Aksenov
4 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
Top co-authors
Research topics
Keywords
sparse autoencoder
(2)
in-context learning
(1)
language modeling
(1)
state space model
(1)
language model
(1)
sparsity constraint
(1)
linear transformer
(1)
kernel function
(1)
trust region optimization
(1)
cosine similarity
(1)
hierarchical training
(1)
interpretable feature
(1)
llm alignment
(1)
reference policy
(1)
large language model
(1)
learnable kernel
(1)
feature flow
(1)
offline alignment
(1)
explained variance
(1)
steering
(1)
Papers
Analyze Feature Flow to Enhance Interpretation and Steering in Language Models
ICML 2025
Learn Your Reference Model for Real Good Alignment
ICLR 2025
Train One Sparse Autoencoder Across Multiple Sparsity Budgets to Preserve Interpretability and Accuracy
EMNLP 2025
Linear Transformers with Learnable Kernel Functions are Better In-Context Models
ACL 2024