Tensor Yard: One-Shot Algorithm of Hardware-Friendly Tensor-Train Decomposition for Convolutional Neural Networks. - Anuar Taskynov; Vladimir Korviakov; Ivan Mazurenko; Yepan Xiong (CoRR, 2021)

ISyNet: Convolutional Neural Networks design for AI accelerator. - Alexey Letunovskiy; Vladimir Korviakov; Vladimir Polovnikov; Anastasiia Kargapoltseva; Ivan Mazurenko; Yepan Xiong (CoRR, 2021)

Neural Tangent Kernel: A Survey. - Eugene A. Golikov; Eduard Pokonechny; Vladimir Korviakov (CoRR, 2022)

NeoNeXt: Novel neural network operator and architecture based on the patch-wise matrix multiplications. - Vladimir Korviakov; Denis Koposov (CoRR, 2024)

∇NABLA: Neighborhood Adaptive Block-Level Attention. - Dmitrii Mikhailov; Alexey Letunovskiy; Maria Kovaleva; Vladimir Arkhipkin; Vladimir Korviakov; Vladimir Polovnikov; Viacheslav Vasilev; Evelina Sidorova; Denis Dimitrov (CoRR, 2025)