Portfolio selection via topological data analysis. - Petr Sokerin; Kristian Kuznetsov; Elizaveta Makhneva; Alexey Zaytsev 002 (ICMV, 2023)

Topological Data Analysis for Speech Processing. - Eduard Tulchinskii; Kristian Kuznetsov; Laida Kushnareva; Daniil Cherniavskii; Serguei Barannikov; Irina Piontkovskaya; Sergey I. Nikolenko; Evgeny Burnaev (INTERSPEECH, 2023)

Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts. - Eduard Tulchinskii; Kristian Kuznetsov; Laida Kushnareva; Daniil Cherniavskii; Sergey I. Nikolenko; Evgeny Burnaev; Serguei Barannikov; Irina Piontkovskaya (NeurIPS, 2023)

Artificial Text Boundary Detection with Topological Data Analysis and Sliding Window Techniques. - Laida Kushnareva; Tatiana Gaintseva; German Magai; Serguei Barannikov; Dmitry Abulkhanov; Kristian Kuznetsov; Irina Piontkovskaya; Sergey I. Nikolenko (CoRR, 2023)

Robust AI-Generated Text Detection by Restricted Embeddings. - Kristian Kuznetsov; Eduard Tulchinskii; Laida Kushnareva; German Magai; Serguei Barannikov; Sergey I. Nikolenko; Irina Piontkovskaya (EMNLP (Findings), 2024)

Listening to the Wise Few: Select-and-Copy Attention Heads for Multiple-Choice QA. - Eduard Tulchinskii; Laida Kushnareva; Kristian Kuznetsov; Anastasia Voznyuk; Andrei Andriiainen; Irina Piontkovskaya; Evgeny Burnaev; Serguei Barannikov (CoRR, 2024)

Feature-Level Insights into Artificial Text Detection with Sparse Autoencoders. - Kristian Kuznetsov; Laida Kushnareva; Anton Razzhigaev; Polina Druzhinina; Anastasia Voznyuk; Irina Piontkovskaya; Evgeny Burnaev; Serguei Barannikov (ACL (Findings), 2025)