Valerii Likhosherstov
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
14
Venues
5
Active years
2019–2024
Best venue rank
A*
Where they publish
Papers
14 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | AISTATS | Learning a Fourier Transform for Linear Relative Positional Encodings in Transformers. | Krzysztof Choromanski, Shanda Li, Valerii Likhosherstov, Kumar Avinava Dubey, Shengjie Luo, Di He, Yiming Yang, Tams Sarls, Thomas Weingarten, Adrian Weller |
| 2024 | ICLR | Scalable Neural Network Kernels. | Arijit Sehanobish, Krzysztof Marcin Choromanski, Yunfan Zhao, Kumar Avinava Dubey, Valerii Likhosherstov |
| 2024 | ICRA | UniGen: Unified Modeling of Initial Agent States and Trajectories for Generating Autonomous Driving Scenarios. | Reza Mahjourian, Rongbing Mu, Valerii Likhosherstov, Paul Mougin, Xiukun Huang, Joo V. Messias, Shimon Whiteson |
| 2023 | AAAI | On the Expressive Flexibility of Self-Attention Matrices. | Valerii Likhosherstov, Krzysztof Choromanski, Adrian Weller |
| 2023 | ICML | Efficient Graph Field Integrators Meet Point Clouds. | Krzysztof Marcin Choromanski, Arijit Sehanobish, Han Lin, Yunfan Zhao, Eli Berger, Tetiana Parshakova, Alvin Pan, David Watkins, Tianyi Zhang, Valerii Likhosherstov, Somnath Basu Roy Chowdhury, Kumar Avinava Dubey, Deepali Jain, Tams Sarls, Snigdha Chaturvedi, Adrian Weller |
| 2023 | ICML | Simplex Random Features. | Isaac Reid, Krzysztof Marcin Choromanski, Valerii Likhosherstov, Adrian Weller |
| 2023 | ICML | Adaptive Computation with Elastic Input Sequence. | Fuzhao Xue, Valerii Likhosherstov, Anurag Arnab, Neil Houlsby, Mostafa Dehghani, Yang You |
| 2022 | ICLR | Hybrid Random Features. | Krzysztof Marcin Choromanski, Han Lin, Haoxian Chen, Arijit Sehanobish, Yuanzhe Ma, Deepali Jain, Jake Varley, Andy Zeng, Michael S. Ryoo, Valerii Likhosherstov, Dmitry Kalashnikov, Vikas Sindhwani, Adrian Weller |
| 2022 | ICML | From block-Toeplitz matrices to differential equations on graphs: towards a general theory for scalable masked Transformers. | Krzysztof Choromanski, Han Lin, Haoxian Chen, Tianyi Zhang, Arijit Sehanobish, Valerii Likhosherstov, Jack Parker-Holder, Tams Sarls, Adrian Weller, Thomas Weingarten |
| 2021 | AISTATS | CWY Parametrization: a Solution for Parallelized Optimization of Orthogonal and Stiefel Matrices. | Valerii Likhosherstov, Jared Davis, Krzysztof Choromanski, Adrian Weller |
| 2021 | ICLR | Rethinking Attention with Performers. | Krzysztof Marcin Choromanski, Valerii Likhosherstov, David Dohan, Xingyou Song, Andreea Gane, Tams Sarls, Peter Hawkins, Jared Quincy Davis, Afroz Mohiuddin, Lukasz Kaiser, David Benjamin Belanger, Lucy J. Colwell, Adrian Weller |
| 2021 | ICML | Debiasing a First-order Heuristic for Approximate Bi-level Optimization. | Valerii Likhosherstov, Xingyou Song, Krzysztof Choromanski, Jared Quincy Davis, Adrian Weller |
| 2020 | ICML | Stochastic Flows and Geometric Optimization on the Orthogonal Group. | Krzysztof Choromanski, David Cheikhi, Jared Davis, Valerii Likhosherstov, Achille Nazaret, Achraf Bahamou, Xingyou Song, Mrugank Akarte, Jack Parker-Holder, Jacob Bergquist, Yuan Gao, Aldo Pacchiano, Tams Sarls, Adrian Weller, Vikas Sindhwani |
| 2019 | ICML | Inference and Sampling of $K_33$-free Ising Models. | Valerii Likhosherstov, Yury Maximov, Misha Chertkov |