Jiayi Liu

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 13

Top Topics

Pruning Algorithm

Statistical Models

Top Venues

J. Supercomput.

Publications

Shengdong Zhang, Ehsan Nezhadarya, Homa Fashandi, Jiayi Liu, Darin Graham, Mohak Shah
Stochastic Whitening Batch Normalization. CoRR (2021)
Shengdong Zhang, Ehsan Nezhadarya, Homa Fashandi, Jiayi Liu, Darin Graham, Mohak Shah
Stochastic Whitening Batch Normalization. CVPR (2021)
Samarth Tripathi, Jiayi Liu, Sauptik Dhar, Unmesh Kurup, Mohak Shah
Improving Model Training by Periodic Sampling over Weight Distributions. IEEE BigData (2020)
Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah
Pruning Algorithms to Accelerate Convolutional Neural Networks for Edge Applications: A Survey. CoRR (2020)
Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah
Auptimizer - an Extensible, Open-Source Framework for Hyperparameter Tuning. IEEE BigData (2019)
Sauptik Dhar, Junyao Guo, Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah
On-Device Machine Learning: An Algorithms and Learning Theory Perspective. CoRR (2019)
Abdeltawab M. Hendawi, Jayant Gupta, Jiayi Liu, Ankur Teredesai, Naveen Ramakrishnan, Mohak Shah, Shaker H. Ali El-Sappagh, Kyung-Sup Kwak, Mohamed H. Ali
Benchmarking large-scale data management for Internet of Things. J. Supercomput. 75 (12) (2019)
Samarth Tripathi, Jiayi Liu, Unmesh Kurup, Mohak Shah
Robust Neural Network Training using Periodic Sampling over Model Weights. CoRR (2019)
Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah
Auptimizer - an Extensible, Open-Source Framework for Hyperparameter Tuning. CoRR (2019)
Jiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah
Make (Nearly) Every Neural Network Better: Generating Neural Network Ensembles by Weight Parameter Resampling. CoRR (2018)
Abdeltawab M. Hendawi, Jayant Gupta, Jiayi Liu, Ankur Teredesai, Naveen Ramakrishnan, Mohak Shah, Mohamed H. Ali
Distributed NoSQL Data Stores: Performance Analysis and a Case Study. IEEE BigData (2018)
Jayanta K. Dutta, Jiayi Liu, Unmesh Kurup, Mohak Shah
Effective Building Block Design for Deep Convolutional Neural Networks using Search. CoRR (2018)
Juergen Heit, Jiayi Liu, Mohak Shah
An architecture for the deployment of statistical models for the big data era. IEEE BigData (2016)