Curriculum Vitae
EDUCATION
Ph.D. student in Computer Science (Class 2016), Emory University
(Advisor: Dr. Li Xiong, Winship Distinguished Research Professor, Emory University)
B.S. in Computer Science, Zhejiang University, 2015
RESEARCH AREAS
Data Privacy, Machine Learning, Deep Learning
COMPUTER SKILLS
C/C++, Java, Python, Tensorflow, HTML/CSS, PHP, MySQL, Processing
EXPERIENCES
Ph.D. student in Computer Science, Emory University, Atlanta, Georgia. Aug. 2016 ~
Privacy-preserving Information Retrieval Model for k-NN queries on moving objects
• Apply the PIR technique to retrieve information from databases.
• Combine several pruning methods to reduce the computing costs for query plans.
Recurrent Neural Network for predicting the Onset of Sepsis
• Built the Attentive Stacked Bi-directional Recurrent Neural Network with Tensorflow to predict the onset of Sepsis in ICU.
• Tuned the hyper-parameters to improve the performance.
Survival Analysis for GBMLGG and BRCA
• Applied PCA to select the features and
• Built the Linear Regression model on these features for the survival analysis.
Software Engineer, Ctrip, Shanghai, China Dec. 2015~Jul. 2016
• Engaged in developing the latest software deployment system to improve the deployment process on a large number of servers.
• Provided technique support for the software deployment system.
Undergraduate in Computer Science, Zhejiang University, China Sep. 2011~Jul. 2015
• Developed object classification and 3D coordinates positioning functions for robot arm grasping system based on object detection and Kinect. (Undergraduate Design Project).
• Developed a campus BBS emotion analysis software by matching keywords in the emotion dictionary to quantize emotion values and building a 3D visualization model using Processing.
AWARDS AND ACCOMPLISHMENTS
• Outstanding Student Award, Zhejiang University, 2012
• Annual Scholarship Award, Zhejiang University, 2012
• Third Place, Zhejiang Province College Students Physics Competition, 2012
PDF VERSION
EDUCATION
Ph.D. student in Computer Science (Class 2016), Emory University
(Advisor: Dr. Li Xiong, Winship Distinguished Research Professor, Emory University)
B.S. in Computer Science, Zhejiang University, 2015
RESEARCH AREAS
Data Privacy, Machine Learning, Deep Learning
COMPUTER SKILLS
C/C++, Java, Python, Tensorflow, HTML/CSS, PHP, MySQL, Processing
EXPERIENCES
Privacy-preserving Information Retrieval Model for k-NN queries on moving objects
• Apply the PIR technique to retrieve information from databases.
• Combine several pruning methods to reduce the computing costs for query plans.
Recurrent Neural Network for predicting the Onset of Sepsis
• Built the Attentive Stacked Bi-directional Recurrent Neural Network with Tensorflow to predict the onset of Sepsis in ICU.
• Tuned the hyper-parameters to improve the performance.
Survival Analysis for GBMLGG and BRCA
• Applied PCA to select the features and
• Built the Linear Regression model on these features for the survival analysis.
Software Engineer, Ctrip, Shanghai, China Dec. 2015~Jul. 2016
• Engaged in developing the latest software deployment system to improve the deployment process on a large number of servers.
• Provided technique support for the software deployment system.
Undergraduate in Computer Science, Zhejiang University, China Sep. 2011~Jul. 2015
• Developed object classification and 3D coordinates positioning functions for robot arm grasping system based on object detection and Kinect. (Undergraduate Design Project).
• Developed a campus BBS emotion analysis software by matching keywords in the emotion dictionary to quantize emotion values and building a 3D visualization model using Processing.
AWARDS AND ACCOMPLISHMENTS
• Outstanding Student Award, Zhejiang University, 2012
• Annual Scholarship Award, Zhejiang University, 2012
• Third Place, Zhejiang Province College Students Physics Competition, 2012
PDF VERSION