Hello!
I'm Yiyang Zhao,

About Me

My name is Yiyang Zhao(赵一阳 in chinese), a P.hD student in Worcester Polytechnic Institute(WPI), advised by Prof. Tian Guo. I was born in Tsingtao(China). Before coming to WPI, I obtained my bachelor degree in Electronic and Information Engineering from Xidian University(Xi'an, China), and recieved my master degree in Computer Engineering from Northeastern University(Boston, America).

I am a big fan of computer game, besides playing computer game, I also like designing and programming computer game. I am a good piano player and I like playing basketball and traveling when I am out of room. I like technology, I like computer science, I like cute puppy and I love my life. Here is my CV.

Interests

Designing deep Learning(DL) models is now reserved for experts. My primary research interest is to bridge the gap between the everyday life and artificial intelligence(AI) area, making AI(deep learning) accessible to everybody by using Auto Machine Learning(Auto-ML). I am also interested in application in machine learnning and high performance computing.

Publications

2019
AlphaX: eXploring Neural Architectures with Deep Neural Networks and Monte Carlo Tree Search    
Linnan Wang*, Yiyang Zhao*, Yuu Jinnai, Yuandong Tian, and Rodrigo Fonseca
* these authors contributed equally to this paper
To appear in the Thirty-Fourth AAAI conference on Artificial Intelligence (AAAI 2020)
 
SuperNeurons: Gradient Compression in the Distributed Training of Deep Neural Networks    
Linnan Wang, Wei Wu, Yiyang Zhao, Hang Liu, George Bosilca, Jack Dongarra, Maurice Herlihy, Rodrigo Fonseca
Preprint in arxiv
 
2018
Dynamic GPU Memory Management for Training Nonlinear Deep Neural Networks   
Linnan Wang, Jinmian Ye, Yiyang Zhao, Wei Wu, Ang Li, Shuaiwen Leon Song, Zenglin Xu, Tim Kraska
Principles and Practice of Parallel Programming (PPOPP 2018)
 
2017
Efficient Communications in Training Large Scale Neural Networks   
Yiyang Zhao, Linnan Wang, Jinmian Ye, Wei Wu, George Bosilca, Richard Vuduc, Wenqi Tang, Zenglin Xu
In Proceedings of the Thematic Workshops of 25th ACM international conference on Multimedia (ACM-MM 2017)
 
2014
New Method of Tipping Calibration for Ground-based Microwave Radiometer in Cloudy Atmosphere   
Jiangman Li, Lixin Guo, Leke Lin, Yiyang Zhao, Xianhai Cheng
IEEE Transactions on Geoscience and Remote Sensing(TGRS 2014)
 


Contact

Office : Fuller Laboratories, Worcester, MA 01609
Email : zyyaoiang@gmail.com
       yzhao10@wpi.edu