Zhou Shen
XXXXXX #445, Los Angeles, CA, 90007
(XXX) XXX-XXXX XXXX@XXXX.XXX https://www.linkedin.com/in/zhou-shen/
EDUCATION University of Southern California, Viterbi School of Engineering Aug 2019 – May 2021(expected)
M.S. in Electrical Engineering
Southwest Jiaotong University, School of Information Science and Technology Aug 2015 – Jun 2019
B.E. in Telecommunication Engineering, Overall GPA: 88.03/100, Ranking: 9/151 (top 6%)
Core courses: Object-oriented Programming, Java Programming, Data Structure, Computer Networks
PUBLICATION Ø Zhou Shen, Gang Liu, Zhiguo Ding, Ming Xiao, Zheng Ma, F. Richard Yu, “Optimal Power Allocations for 5G
Non-Orthogonal Multiple Access with Half / Full Duplex Relaying”, IEEE ICC’2019.
INTERNSHIP HealthOne Software Development Co., Ltd. | Software Engineer Intern | Shenzhen Jul 2017 – Aug 2017
Ø Recommended treatment based on diagnosis using K-Nearest Neighbor(KNN) and Decision Tree(DT) algorithms
Ø Preprocessed and constructed the dataset using MySQL, implemented algorithms above with Weka in Java
Ø Result: breast hyperplasia (DT: 89.5%, KNN: 89.4%), acute bronchitis (KNN: 53.0%), pregnancy (KNN: 37.6%)
PROJECTS Safe and Stable Campus Network Construction | Computer Network Jun 2018 – Jul 2018
Ø Constructed current campus network system on three aspects: teaching area, dormitory area and playground
Ø Drew the network topology and finished the configurations of several modules using Cisco Packet Tracer
Ø Users inside this campus network can have access to others, the Internet and education network
Student Registration Android Application | Android Development May 2018 – Jun 2018
Ø Created a student information registration application with the Android development environment
Ø Implemented the function: students could register with name, gender, student card number, class number and hobbies
Ø Designed user interface, finished the programming and tested the application successfully
Multi-threaded Download Manager with GUI | Java Programming Dec 2017 – Jan 2018
Ø Created a GUI application to receive URL of files to download, number of threads, path of the downloads folder
Ø Checked the validity of the URL and downloaded the file using multithreading techniques in Java
Ø Realized real-time visualization of download percentage and average download speed
Hyperspectral Image Classification System | Machine Learning Apr 2017 – Apr 2018
Ø Classified hyperspectral data with Deep Believe Network, Stacked Auto Encoder, Convolutional Neural Network
Ø Pre-processed the data and tested the three algorithms above using Indian Pines database in Python
Ø Achieved classification accuracy of 82%, 87% and 96% while applying DBN, SAE and CNN respectively
Ø Selected as a national project, which ranked top 10% of 864 registered teams
RESEARCH Max-Min Fairness for NOMA with Half / Full Duplex Relaying (HDR / FDR) Mar 2017 – Jul 2018
Ø Formulated power allocation problem for cooperative NOMA systems with amplify-and-forward HDR and FDR
Ø Implemented Convex Optimization and Bisection-based algorithm to obtain power allocation policies
Ø Proposed schemes with power adaption outperform the schemes with fixed power allocation
Ø Paper was published and presented in the 2019 IEEE ICC Conference Proceedings as first author
AWARDS Ø Honorable Mention, Mathematical Contest in Modeling Apr 2017
Ø Outstanding Student at Southwest Jiaotong University (top 5%) Apr 2016
Ø Southwest Jiaotong University 1st Prize Scholarship (twice, top 5%) Mar 2016 & Sep 2017
SKILLS Ø C, C++, Java, Python, MATLAB, VHDL, LATEX
Zhou Shen
XXXXXX #445, Los Angeles, CA, 90007
(XXX) XXX-XXXX XXXX@XXXX.XXX https://www.linkedin.com/in/zhou-shen/
EDUCATION University of Southern California, Viterbi School of Engineering Aug 2019 – May 2021(expected)
M.S. in Electrical Engineering
Southwest Jiaotong University, School of Information Science and Technology Aug 2015 – Jun 2019
B.E. in Telecommunication Engineering, Overall GPA: 88.03/100, Ranking: 9/151 (top 6%)
Core courses: Object-oriented Programming, Java Programming, Data Structure, Computer Networks
PUBLICATION Ø Zhou Shen, Gang Liu, Zhiguo Ding, Ming Xiao, Zheng Ma, F. Richard Yu, “Optimal Power Allocations for 5G
Non-Orthogonal Multiple Access with Half / Full Duplex Relaying”, IEEE ICC’2019.
INTERNSHIP HealthOne Software Development Co., Ltd. | Software Engineer Intern | Shenzhen Jul 2017 – Aug 2017
Ø Recommended treatment based on diagnosis using K-Nearest Neighbor(KNN) and Decision Tree(DT) algorithms
Ø Preprocessed and constructed the dataset using MySQL, implemented algorithms above with Weka in Java
Ø Result: breast hyperplasia (DT: 89.5%, KNN: 89.4%), acute bronchitis (KNN: 53.0%), pregnancy (KNN: 37.6%)
PROJECTS Safe and Stable Campus Network Construction | Computer Network Jun 2018 – Jul 2018
Ø Constructed current campus network system on three aspects: teaching area, dormitory area and playground
Ø Drew the network topology and finished the configurations of several modules using Cisco Packet Tracer
Ø Users inside this campus network can have access to others, the Internet and education network
Student Registration Android Application | Android Development May 2018 – Jun 2018
Ø Created a student information registration application with the Android development environment
Ø Implemented the function: students could register with name, gender, student card number, class number and hobbies
Ø Designed user interface, finished the programming and tested the application successfully
Multi-threaded Download Manager with GUI | Java Programming Dec 2017 – Jan 2018
Ø Created a GUI application to receive URL of files to download, number of threads, path of the downloads folder
Ø Checked the validity of the URL and downloaded the file using multithreading techniques in Java
Ø Realized real-time visualization of download percentage and average download speed
Hyperspectral Image Classification System | Machine Learning Apr 2017 – Apr 2018
Ø Classified hyperspectral data with Deep Believe Network, Stacked Auto Encoder, Convolutional Neural Network
Ø Pre-processed the data and tested the three algorithms above using Indian Pines database in Python
Ø Achieved classification accuracy of 82%, 87% and 96% while applying DBN, SAE and CNN respectively
Ø Selected as a national project, which ranked top 10% of 864 registered teams
RESEARCH Max-Min Fairness for NOMA with Half / Full Duplex Relaying (HDR / FDR) Mar 2017 – Jul 2018
Ø Formulated power allocation problem for cooperative NOMA systems with amplify-and-forward HDR and FDR
Ø Implemented Convex Optimization and Bisection-based algorithm to obtain power allocation policies
Ø Proposed schemes with power adaption outperform the schemes with fixed power allocation
Ø Paper was published and presented in the 2019 IEEE ICC Conference Proceedings as first author
AWARDS Ø Honorable Mention, Mathematical Contest in Modeling Apr 2017
Ø Outstanding Student at Southwest Jiaotong University (top 5%) Apr 2016
Ø Southwest Jiaotong University 1st Prize Scholarship (twice, top 5%) Mar 2016 & Sep 2017
SKILLS Ø C, C++, Java, Python, MATLAB, VHDL, LATEX
