Your Transformer is Secretly Linear. - Anton Razzhigaev; Matvey Mikhalchuk; Elizaveta Goncharova; Nikolai Gerasimenko; Ivan V. Oseledets; Denis Dimitrov; Andrey Kuznetsov (ACL (1), 2024)

The Shape of Learning: Anisotropy and Intrinsic Dimensions in Transformer-Based Models. - Anton Razzhigaev; Matvey Mikhalchuk; Elizaveta Goncharova; Ivan V. Oseledets; Denis Dimitrov; Andrey Kuznetsov (EACL (Findings), 2024)

OmniFusion Technical Report. - Elizaveta Goncharova; Anton Razzhigaev; Matvey Mikhalchuk; Maxim Kurkin; Irina Abdullaeva; Matvey Skripkin; Ivan V. Oseledets; Denis Dimitrov; Andrey Kuznetsov (CoRR, 2024)

LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of Transformers. - Anton Razzhigaev; Matvey Mikhalchuk; Temurbek Rahmatullaev; Elizaveta Goncharova; Polina Druzhinina; Ivan V. Oseledets; Andrey Kuznetsov (NAACL (Findings), 2025)

Universal Adversarial Attack on Aligned Multimodal LLMs. - Temurbek Rahmatullaev; Polina Druzhinina; Matvey Mikhalchuk; Andrey Kuznetsov; Anton Razzhigaev (CoRR, 2025)

Inverting Black-Box Face Recognition Systems via Zero-Order Optimization in Eigenface Space. - Anton Razzhigaev; Matvey Mikhalchuk; Klim Kireev; Igor Udovichenko; Andrey Kuznetsov; Aleksandr Petiushko (CoRR, 2025)