Jiyan Yang

Software-hardware co-design for fast and scalable training of deep learning recommendation models

Dheevatsa Mudigere, Yuchen Hao, Jianyu Huang et al. · 2022 · 116 citations

Artificial Intelligence, Engineering, Machine Learning +20

Compositional Embeddings Using Complementary Partitions for Memory-Efficient Recommendation Systems

Hao-Jun Michael Shi, Dheevatsa Mudigere, Maxim Naumov et al. · 2020 · 86 citations · Full text

Unique Embedding, Machine Learning, Engineering +17

Sub-sampled Newton Methods with Non-uniform Sampling

Peng Xu, Jiyan Yang, Farbod Roosta-Khorasani et al. · arXiv (Cornell University) · 2016 · 69 citations · Full text

Numerical Analysis, Mathematical Programming, Engineering +16

A Study of BFLOAT16 for Deep Learning Training

Dhiraj Kalamkar, Dheevatsa Mudigere, Naveen Mellempudi et al. · arXiv (Cornell University) · 2019 · 67 citations · Full text

Large Ai Model, Convolutional Neural Network, Engineering +14

Quasi-Monte Carlo Feature Maps for Shift-Invariant Kernels

Haim Avron, Vikas Sindhwani, Jiyan Yang et al. · arXiv (Cornell University) · 2014 · 65 citations · Full text

Engineering, Machine Learning, Shift-invariant Kernels +18