Machine Translation Models Stand Strong in the Face of Adversarial Attacks. - Pavel Burnyshev; Elizaveta Kostenok; Alexey Zaytsev 002 (AIST (Supplement), 2023)

Uncertainty Estimation of Transformers' Predictions via Topological Analysis of the Attention Matrices. - Elizaveta Kostenok; Daniil Cherniavskii; Alexey Zaytsev 002 (CoRR, 2023)

Effective Interplay between Sparsity and Quantization: From Theory to Practice. - Simla Burcu Harma; Ayan Chakraborty 005; Elizaveta Kostenok; Danila Mishin; Dongho Ha; Babak Falsafi; Martin Jaggi; Ming Liu; Yunho Oh; Suvinay Subramanian; Amir Yazdanbakhsh (ICLR, 2025)