Kristian Kuznetsov

6 papers · 2023–2026 · 5 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (7) 🗺️ Taxonomy Completionist (15) 🧭 Keyword Pioneer 📈 Trend Setter

Conferences

EACL (2) ACL (1) EMNLP (1) INTERSPEECH (1) NIPS (1)

Top co-authors

Irina Piontkovskaya (6) Laida Kushnareva (6) Serguei Barannikov (4) Eduard Tulchinskii (4) Evgeny Burnaev (3) Sergey Nikolenko (3) Daniil Cherniavskii (2) Alexey Rukhovich (1) Anton Razzhigaev (1) Pedashenko Vladislav (1)

Keywords

sparse autoencoder (3) feature extraction (2) intrinsic dimension (2) feature selection (1) prosody analysis (1) speech processing (1) text representation (1) neural network interpretability (1) topological data analysis (1) speech classification (1) language model (1) ai-generated text detection (1) concept erasure (1) residual stream (1) writing style (1) text detection (1) speech perception (1) cross-domain classification (1) cross-domain transfer (1) ai-generated text (1)

Papers

AudioSAE: Towards Understanding of Audio-Processing Models with Sparse AutoEncoders EACL 2026

Unveiling Intrinsic Dimension of Texts: from Academic Abstract to Creative Story EACL 2026

Feature-Level Insights into Artificial Text Detection with Sparse Autoencoders ACL 2025

Robust AI-Generated Text Detection by Restricted Embeddings EMNLP 2024

Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts NIPS 2023

Topological Data Analysis for Speech Processing INTERSPEECH 2023