Denis Mazur - RankMe

11 papers A* 4Journal 6Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Cache Me If You Must: Adaptive Key-Value Quantization for Large Language Models. ICML Alina Shutova, Vladimir Malinovskii, Vage Egiazarian, Denis Kuznedelev, Denis Mazur, Nikita Surkov, Ivan Ermakov, Dan Alistarh
2025	J	`jnl`	Cache Me If You Must: Adaptive Key-Value Quantization for Large Language Models. CoRR Alina Shutova, Vladimir Malinovskii, Vage Egiazarian, Denis Kuznedelev, Denis Mazur, Nikita Surkov, Ivan Ermakov, Dan Alistarh
2024	A*	`conf`	PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression. NeurIPS Vladimir Malinovskii, Denis Mazur, Ivan Ilin, Denis Kuznedelev, Konstantin Burlachenko, Kai Yi, Dan Alistarh, Peter Richtárik
2024	J	`jnl`	PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression. CoRR Vladimir Malinovskii, Denis Mazur, Ivan Ilin, Denis Kuznedelev, Konstantin Burlachenko, Kai Yi, Dan Alistarh, Peter Richtárik
2024	—	`conf`	TQCompressor: Improving Tensor Decomposition Methods in Neural Networks Via Permutations. MIPR Vadim Abronin, Aleksei Naumov, Denis Mazur, Dmitriy Bystrov, Katerina Tsarova, Artem Melnikov, Sergey Dolgov, Reuben Brasher, Michael Perelshtein
2024	J	`jnl`	TQCompressor: improving tensor decomposition methods in neural networks via permutations. CoRR Vadim Abronin, Aleksei Naumov, Denis Mazur, Dmitriy Bystrov, Katerina Tsarova, Artem Melnikov, Ivan V. Oseledets, Sergey Dolgov, Reuben Brasher, Michael Perelshtein
2023	J	`jnl`	Fast Inference of Mixture-of-Experts Language Models with Offloading. CoRR Artyom Eliseev, Denis Mazur
2021	A*	`conf`	Distributed Deep Learning In Open Collaborations. NeurIPS Michael Diskin, Alexey Bukhtiyarov, Max Ryabinin, Lucile Saulnier, Quentin Lhoest, Anton Sinitsin, Dmitry Popov, Dmitry V. Pyrkin, Maxim Kashirin, Alexander Borzunov, Albert Villanova del Moral, Denis Mazur, Ilia Kobelev, Yacine Jernite, Thomas Wolf, Gennady Pekhimenko
2021	J	`jnl`	Distributed Deep Learning in Open Collaborations. CoRR Michael Diskin, Alexey Bukhtiyarov, Max Ryabinin, Lucile Saulnier, Quentin Lhoest, Anton Sinitsin, Dmitry Popov, Dmitry V. Pyrkin, Maxim Kashirin, Alexander Borzunov, Albert Villanova del Moral, Denis Mazur, Ilia Kobelev, Yacine Jernite, Thomas Wolf, Gennady Pekhimenko
2019	A*	`conf`	Beyond Vector Spaces: Compact Data Representation as Differentiable Weighted Graphs. NeurIPS Denis Mazur, Vage Egiazarian, Stanislav Morozov, Artem Babenko
2019	J	`jnl`	Beyond Vector Spaces: Compact Data Representationas Differentiable Weighted Graphs. CoRR Denis Mazur, Vage Egiazarian, Stanislav Morozov, Artem Babenko