Serguei Barannikov
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
13
Venues
8
Active years
2021–2026
Best venue rank
A*
Where they publish
Papers
13 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | Hallucination Detection in LLMs with Topological Divergence on Attention Graphs. | Alexandra Bazarova, Andrei Volodichev, Aleksandr Yugay, Andrey Shulga, Alina Ermilova, Konstantin Polev, Julia Belikova, Rauf Parchiev, Dmitry Simakov, Maxim Savchenko, Andrey V. Savchenko, Serguei Barannikov, Alexey Zaytsev |
| 2025 | ACL | 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 |
| 2025 | AISTATS | RTD-Lite: Scalable Topological Analysis for Comparing Weighted Graphs in Learning Tasks. | Eduard Tulchinskii, Daria Voronkova, Ilya Trofimov, Evgeny Burnaev, Serguei Barannikov |
| 2025 | EMNLP | Quantifying Logical Consistency in Transformers via Query-Key Alignment. | Eduard Tulchinskii, Laida Kushnareva, Anastasia Voznyuk, Andrei Andriiainen, Irina Piontkovskaya, Evgeny Burnaev, Serguei Barannikov |
| 2024 | ECCV | Scalar Function Topology Divergence: Comparing Topology of 3D Objects. | Ilya Trofimov, Daria Voronkova, Eduard Tulchinskii, Evgeny Burnaev, Serguei Barannikov |
| 2024 | EMNLP | Robust AI-Generated Text Detection by Restricted Embeddings. | Kristian Kuznetsov, Eduard Tulchinskii, Laida Kushnareva, German Magai, Serguei Barannikov, Sergey I. Nikolenko, Irina Piontkovskaya |
| 2024 | ICML | Disentanglement Learning via Topology. | Nikita Balabin, Daria Voronkova, Ilya Trofimov, Evgeny Burnaev, Serguei Barannikov |
| 2023 | ICLR | Learning topology-preserving data representations. | Ilya Trofimov, Daniil Cherniavskii, Eduard Tulchinskii, Nikita Balabin, Evgeny Burnaev, Serguei Barannikov |
| 2023 | Interspeech | Topological Data Analysis for Speech Processing. | Eduard Tulchinskii, Kristian Kuznetsov, Laida Kushnareva, Daniil Cherniavskii, Serguei Barannikov, Irina Piontkovskaya, Sergey I. Nikolenko, Evgeny Burnaev |
| 2022 | EMNLP | Acceptability Judgements via Examining the Topology of Attention Maps. | Daniil Cherniavskii, Eduard Tulchinskii, Vladislav Mikhailov, Irina Proskurina, Laida Kushnareva, Ekaterina Artemova, Serguei Barannikov, Irina Piontkovskaya, Dmitri Piontkovski, Evgeny Burnaev |
| 2022 | ICML | Representation Topology Divergence: A Method for Comparing Neural Network Representations. | Serguei Barannikov, Ilya Trofimov, Nikita Balabin, Evgeny Burnaev |
| 2021 | EMNLP | Artificial Text Detection via Examining the Topology of Attention Maps. | Laida Kushnareva, Daniil Cherniavskii, Vladislav Mikhailov, Ekaterina Artemova, Serguei Barannikov, Alexander Bernstein, Irina Piontkovskaya, Dmitri Piontkovski, Evgeny Burnaev |
| 2021 | ICMV | Homological assessment of data representations. | Serguei Barannikov, Evgeny Burnaev |