I’m Anjie Zheng, a final year Computer Science undergraduate student at National Tsing Hua University.
I have great interest in Deep Learning and its applications in Computer Vision. Recently, my project focuses on Neural Architecture Search, supervised by Prof. Min Sun.
The projects I’ve worked on include:
- Nerual Architecture Search, supervised by Prof. Min Sun.
- Fog Computing Platforms: A fog computing platform supporting distributed analytics using Tensorflow and Kubernetes, supervised by Prof. ChengHsin Hsu.
- Case studies of Pregel algorithms: Pregel-like graph processing frameworks under Spark.
- AirU: Deriving an analysis model for stock market using Matlab.
PPP-Net: Platform-aware Progressive Search for Pareto-optimal Neural Architectures
J.-D. Dong, A.-C. Cheng, D.-C. Juan, W. Wei, M. Sun [paper]
We propose a multi-objective architectural search framework to automatically generate networks that achieve Pareto Optimality.