Daniil Laptev

According to our database, Daniil Laptev authored at least 6 papers in 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Small Vectors, Big Effects: A Mechanistic Study of RL-Induced Reasoning via Steering Vectors.

Viacheslav Sinii, Nikita Balagansky, Gleb Gerasimov, Daniil Laptev, Yaroslav Aksenov, Vadim Kurochkin, Alexey Gorbatovski, Boris Shaposhnikov, Daniil Gavrilov

CoRR, September, 2025

Teach Old SAEs New Domain Tricks with Boosting.

Nikita Koriagin, Yaroslav Aksenov, Daniil Laptev, Gleb Gerasimov, Nikita Balagansky, Daniil Gavrilov

CoRR, July, 2025

Train One Sparse Autoencoder Across Multiple Sparsity Budgets to Preserve Interpretability and Accuracy.

Nikita Balagansky, Yaroslav Aksenov, Daniil Laptev, Vadim Kurochkin, Gleb Gerasimov, Nikita Koryagin, Daniil Gavrilov

CoRR, May, 2025

Train Sparse Autoencoders Efficiently by Utilizing Features Correlation.

Vadim Kurochkin, Yaroslav Aksenov, Daniil Laptev, Daniil Gavrilov, Nikita Balagansky

CoRR, May, 2025

Analyze Feature Flow to Enhance Interpretation and Steering in Language Models.

Daniil Laptev, Nikita Balagansky, Yaroslav Aksenov, Daniil Gavrilov

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Train One Sparse Autoencoder Across Multiple Sparsity Budgets to Preserve Interpretability and Accuracy.

Nikita Balagansky, Yaroslav Aksenov, Daniil Laptev, Vadim Kurochkin, Gleb Gerasimov, Nikita Koriagin, Daniil Gavrilov

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025