Jiayi Liu - RankMe

13 papers A* 1Journal 8Unranked 4

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