Learning to Route in Similarity Graphs. - Dmitry Baranchuk; Dmitry Persiyanov; Anton Sinitsin; Artem Babenko (ICML, 2019)

Editable Neural Networks. - Anton Sinitsin; Vsevolod Plokhotnyuk; Dmitry V. Pyrkin; Sergei Popov; Artem Babenko (ICLR, 2020)

Distributed Deep Learning In Open Collaborations. - Michael Diskin; Alexey Bukhtiyarov; Max Ryabinin; Lucile Saulnier; Quentin Lhoest; Anton Sinitsin; Dmitry Popov 003; Dmitry V. Pyrkin; Maxim Kashirin; Alexander Borzunov; Albert Villanova del Moral; Denis Mazur; et al. (NeurIPS, 2021)

Hogwild! Inference: Parallel LLM Generation via Concurrent Attention. - Gleb Rodionov; Roman Garipov; Alina Shutova; George Yakushev; Vage Egiazarian; Anton Sinitsin; Denis Kuznedelev; Dan Alistarh (CoRR, 2025)