Index Catalog // Digital WPI

Start Over

Filtering by: Contributor Guo, Tian Collections PhD Dissertations Publisher Worcester Polytechnic Institute

1. Efficient and Sustainable Neural Architecture Search

Keyword:: Monte Carlo Tree Search, Neural Architecture Search, and Deep Learning
Creator:: Zhao, Yiyang
Advisor:: Guo, Tian
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-07-05
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science

2. MiseEnPlace : Fine- and Coarse-grained Approaches for Mobile-Oriented Deep Learning Inference

Keyword:: Mobile Deep Inference, Deep Learning, and Cloud Computing
Creator:: Ogden, Samuel
Advisor:: Guo, Tian
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-09-12
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science

3. Sparse Learning in Brain Networks and Brain-like Artificial Intelligence

Keyword:: sparse modeling, spiking neural network, gaussian mixture model, spatio-temporal data, graphical lasso, and spike train
Creator:: Yin, Hang
Advisor:: Kong, Xiangnan
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-04-21
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

4. Residential Network Security: Using Software-defined Networking to Inspect and Label Traffic

Keyword:: Cybersecurity and Residential Network Security
Creator:: Liu, Yu
Advisor:: Shue, Craig A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-12-15
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science

5. Redesigning Deep Neural Networks for Resource-Efficient Inference

Keyword:: Deep Learning, Neural Network, Efficient Inference, and Mobile Inference
Creator:: Dai, Xin
Advisor:: Guo, Tian and Kong, Xiangnan
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-01-26
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science