Yinbin Ma

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

A Seismic Shift in Scalable Acquisition Demands New Processing: Fiber-Optic Seismic Signal Retrieval in Urban Areas with Unsupervised Learning for Coherent Noise Removal

Eileen Martin, Fantine Huot, Yinbin Ma et al. · IEEE Signal Processing Magazine · 2018 · 94 citations

Engineering, Seismic Wave, Stanford University Campus +20

AutoShard: Automated Embedding Table Sharding for Recommender Systems

Daochen Zha, Louis Feng, Bhargav Bhushanam et al. · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 2022 · 21 citations

Artificial Intelligence, Engineering, Machine Learning +17

Automatic noise exploration in urban areas

Fantine Huot, Yinbin Ma, Robert Cieplicki et al. · 2017 · 19 citations

Engineering, Noise Control, Acoustic Sensor +21

High-performance, Distributed Training of Large-scale Deep Learning Recommendation Models.

Dheevatsa Mudigere, Yuchen Hao, Jianyu Huang et al. · arXiv (Cornell University) · 2021 · 18 citations · Full text

Cluster Computing, Engineering, Machine Learning +18