Publications

• (Preprint)Towards Large-Scale Federated Learning: Decentralized Averaging SGD and Rethinking of the Parameter Server. 2019

• (Preprint)Federated Multi-Task Deep Learning with Decentralized Averaging SGD, 2019

• (Preprint)Arrival Time Estimation using Deep Neural Network, 2018

I will write my past research and development results as publications. Hopefully, I will publish at least 5 papers according to my past working experiences

• (Manuscript)(Data Mining) USC IMSC Machine Learning and Data Computing Platform, 2018
• (Manuscript)(Machine Learning, Data Mining) Road Network Mining Based on Large-Scale Location Data, 2018
• (Manuscript)(Cloud Computing) Data Computing Platform for the Internet of Vehicles Practice, 2018
• (Manuscript)(Speech, Deep Learning) Speech Recognition for In-Vehicle Operating System System, 2018
• (Manuscript)(Performance Optimization) Real World Map Rendering Engine for Location-Based Game, 2018
• (Manuscript)(Operating System) TAI: In-Vehicle Operating System System and Open Platform, 2018
• (Manuscript)(Operating System)Mobile Maps and Navigation System: Architecture Design and Best, 2018