Optimizing the computation of n-point correlations on large-scale astronomical data. - William B. March; Kenneth Czechowski; Marat Dukhan; Thomas Benson; Dongryeol Lee; Andrew J. Connolly; Richard W. Vuduc; Edmond Chow; Alexander G. Gray (SC, 2012)

What a fast FPU means for algorithms: A story of vector elementary functions. - Marat Dukhan (Hot Chips Symposium, 2013)

Methods for High-Throughput Computation of Elementary Functions. - Marat Dukhan; Richard W. Vuduc (PPAM (1), 2013)

Algorithmic Time, Energy, and Power on Candidate HPC Compute Building Blocks. - Jee W. Choi; Marat Dukhan; Xing Liu; Richard W. Vuduc (IPDPS, 2014)

PeachPy meets Opcodes: direct machine code generation from Python. - Marat Dukhan (PyHPC@SC, 2015)

Branch-Avoiding Graph Algorithms. - Oded Green; Marat Dukhan; Richard W. Vuduc (SPAA, 2015)

Wanted: Floating-Point Add Round-off Error instruction. - Marat Dukhan; Richard W. Vuduc; E. Jason Riedy (CoRR, 2016)

Scaling up Hartree-Fock calculations on Tianhe-2. - Edmond Chow; Xing Liu; Sanchit Misra; Marat Dukhan; Mikhail Smelyanskiy; Jeff R. Hammond; Yunfei Du 001; Xiangke Liao; Pradeep Dubey (Int. J. High Perform. Comput. Appl., 2016)

ChamNet: Towards Efficient Network Design Through Platform-Aware Model Adaptation. - Xiaoliang Dai; Peizhao Zhang; Bichen Wu; Hongxu Yin; Fei Sun; Yanghan Wang; Marat Dukhan; Yunqing Hu; Yiming Wu; Yangqing Jia; Peter Vajda; Matt Uyttendaele; et al. (CVPR, 2019)

Machine Learning at Facebook: Understanding Inference at the Edge. - Carole-Jean Wu; David Brooks 001; Kevin Chen; Douglas Chen; Sy Choudhury; Marat Dukhan; Kim M. Hazelwood; Eldad Isaac; Yangqing Jia; Bill Jia; Tommer Leyvand; Hao Lu; et al. (HPCA, 2019)

The Indirect Convolution Algorithm. - Marat Dukhan (CoRR, 2019)

Fast Sparse ConvNets. - Erich Elsen; Marat Dukhan; Trevor Gale; Karen Simonyan (CVPR, 2020)

Indirect Deconvolution Algorithm. - Marat Dukhan (IPDPS Workshops, 2020)

Two-Pass Softmax Algorithm. - Marat Dukhan; Artsiom Ablavatski (IPDPS Workshops, 2020)

Performance Primitives for Artificial Neural Networks. - Marat Dukhan (2021)