Scalable Distributed Algorithm for Approximate Nearest Neighbor Search Problem in High Dimensional General Metric Spaces. - Yury Malkov; Alexander Ponomarenko; Andrey Logvinov; Vladimir Krylov (SISAP, 2012)

Approximate nearest neighbor algorithm based on navigable small world graphs. - Yury Malkov; Alexander Ponomarenko; Andrey Logvinov; Vladimir Krylov (Inf. Syst., 2014)

Growing homophilic networks are natural optimal navigable small worlds. - Yury A. Malkov (CoRR, 2015)

Off the Beaten Path: Let's Replace Term-Based Retrieval with k-NN Search. - Leonid Boytsov; David Novak; Yury A. Malkov; Eric Nyberg (CIKM, 2016)

Geometric explanation of the rich-club phenomenon in complex networks. - Máté Csigi; Attila Korösi; József Bíró; Zalán Heszberger; Yury Malkov; András Gulyás (CoRR, 2017)

Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors. - Dmitry Baranchuk; Artem Babenko; Yury Malkov (ECCV (12), 2018)

Textured Neural Avatars. - Aliaksandra Shysheya; Egor Zakharov; Kara-Ali Aliev; Renat Bashirov; Egor Burkov; Karim Iskakov; Aleksei Ivakhnenko; Yury Malkov; Igor Pasechnik; Dmitry Ulyanov; Alexander Vakhitov; Victor S. Lempitsky (CVPR, 2019)

Learnable Triangulation of Human Pose. - Karim Iskakov; Egor Burkov; Victor S. Lempitsky; Yury Malkov (ICCV, 2019)

Efficient and Robust Approximate Nearest Neighbor Search Using Hierarchical Navigable Small World Graphs. - Yury A. Malkov; Dmitry A. Yashunin (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

TwHIN: Embedding the Twitter Heterogeneous Information Network for Personalized Recommendation. - Ahmed El-Kishky; Thomas Markovich; Serim Park; Chetan Verma; Baekjin Kim; Ramy Eskander; Yury Malkov; Frank Portman; Sofía Samaniego; Ying Xiao; Aria Haghighi (KDD, 2022)

TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations. - Xinyang Zhang 002; Yury Malkov; Omar Florez; Serim Park; Brian McWilliams; Jiawei Han 001; Ahmed El-Kishky (CoRR, 2022)

How to Boost Face Recognition with StyleGAN? - Artem Sevastopolsky; Yury Malkov; Nikita Durasov; Luisa Verdoliva; Matthias Nießner (ICCV, 2023)

TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations at Twitter. - Xinyang Zhang 002; Yury Malkov; Omar Florez; Serim Park; Brian McWilliams; Jiawei Han 001; Ahmed El-Kishky (KDD, 2023)