Publications

You can also find my articles on my Google Scholar profile.

arXiv

Robust Reasoning Benchmark Pavel Golikov, Evgenii Opryshko, Gennady Pekhimenko, and Mark C. Jeffrey. arXiv preprint arXiv:2604.08571, 2026. [arXiv] [DOI]

Journal Articles

Fusing Adds and Shifts for Efficient Dot Products Pavel Golikov, Karthik Ganesan, Gennady Pekhimenko, and Mark C. Jeffrey. IEEE Computer Architecture Letters, 25(1), pp. 33-36, 2026. [DOI]

Conference Papers

GPUPool: A Holistic Approach to Fine-Grained GPU Sharing in the Cloud Xiaodan Serina Tan, Pavel Golikov, Nandita Vijaykumar, Gennady Pekhimenko. PACT 2022, pp. 317-332. [DOI]
Habitat: A Runtime-Based Computational Performance Predictor for Deep Neural Network Training Geoffrey X. Yu, Yubo Gao, Pavel Golikov, Gennady Pekhimenko. USENIX ATC 2021, pp. 503-521. [Paper]

Master’s Thesis

FlexIoT — Master’s Thesis, University of Toronto, 2022. [PDF]