Denis Kuznedelev
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
7
Venues
3
Active years
2023–2025
Best venue rank
A*
Where they publish
Papers
7 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICML | Cache Me If You Must: Adaptive Key-Value Quantization for Large Language Models. | Alina Shutova, Vladimir Malinovskii, Vage Egiazarian, Denis Kuznedelev, Denis Mazur, Nikita Surkov, Ivan Ermakov, Dan Alistarh |
| 2025 | ICML | EvoPress: Accurate Dynamic Model Compression via Evolutionary Search. | Oliver Sieberling, Denis Kuznedelev, Eldar Kurtic, Dan Alistarh |
| 2025 | KDD | YaART: Yet Another ART Rendering Technology. | Sergey Kastryulin, Artem Konev, Alexander Shishenya, Eugene Lyapustin, Artem Khurshudov, Alexander Tselousov, Nikita Vinokurov, Denis Kuznedelev, Alexander Markovich, Grigoriy Livshits, Alexey Kirillov, Anastasiia Tabisheva, Liubov Chubarova, Marina Kaminskaia, Alexander Ustyuzhanin, Artemii Shvetsov, Daniil Shlenskii, Valerii Startsev, Dmitrii Kornilov, Mikhail Romanov, Dmitry Baranchuk, Artem Babenko, Sergei Ovcharenko, Valentin Khrulkov |
| 2024 | ICLR | SpQR: A Sparse-Quantized Representation for Near-Lossless LLM Weight Compression. | Tim Dettmers, Ruslan Svirschevski, Vage Egiazarian, Denis Kuznedelev, Elias Frantar, Saleh Ashkboos, Alexander Borzunov, Torsten Hoefler, Dan Alistarh |
| 2024 | ICML | Extreme Compression of Large Language Models via Additive Quantization. | Vage Egiazarian, Andrei Panferov, Denis Kuznedelev, Elias Frantar, Artem Babenko, Dan Alistarh |
| 2023 | ICLR | A critical look at the evaluation of GNNs under heterophily: Are we really making progress? | Oleg Platonov, Denis Kuznedelev, Michael Diskin, Artem Babenko, Liudmila Prokhorenkova |
| 2023 | ICLR | A view of mini-batch SGD via generating functions: conditions of convergence, phase transitions, benefit from negative momenta. | Maksim Velikanov, Denis Kuznedelev, Dmitry Yarotsky |