Maxim Naumov

Deep Learning Recommendation Model for Personalization and Recommendation Systems

Maxim Naumov, Dheevatsa Mudigere, Hao-Jun Michael Shi et al. · arXiv (Cornell University) · 2019 · 389 citations · Full text

Artificial Intelligence, Large Ai Model, Graph Neural Network +15

The Architectural Implications of Facebook's DNN-Based Personalized Recommendation

Udit Gupta, Carole-Jean Wu, Xiaodong Wang et al. · 2020 · 256 citations

Engineering, Machine Learning, Computer Architecture +19

Atomistic Simulation of Realistically Sized Nanodevices Using NEMO 3-D—Part I: Models and Benchmarks

Gerhard Klimeck, Shaikh Ahmed, Hansang Bae et al. · IEEE Transactions on Electron Devices · 2007 · 228 citations

Engineering, Nanodevices, Material Simulation +23

RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing

Liu Ke, Udit Gupta, Benjamin Youngjae Cho et al. · 2020 · 214 citations

Engineering, Machine Learning, Computer Architecture +16

AmgX: A Library for GPU Accelerated Algebraic Multigrid and Preconditioned Iterative Methods

Maxim Naumov, M. Arsaev, Patrice Castonguay et al. · SIAM Journal on Scientific Computing · 2015 · 154 citations

Numerical Analysis, Cluster Computing, Engineering +18