CV
Education
- B.S. in Computer Science, Heilongjiang University, 2016-2019 (In advance a year)
- Pre-doctoral school in Computer Science, MPI-SWS, 2019
- The Cornell, Maryland, Max Planck Pre-doctoral Research School 2019 (CMMRS 2019)[Link]
Work experience
- Jan. 2018-Feb. 2018: Research Assistant
- Huazhong University of Science and Technology (WNLO)
- Duties included: Using the TensorFlow framework for image processing.
- Supervisor: Professor An’an Li. [Email]
- Sept. 2018-Dec. 2018: Research Assistant
- Harbin Institute of Technology (Shenzhen)
- Title: Automatic recognition of malaria parasites based on deep learning.
- Duties included: Make a manual image segmentation tool.[link]
- Supervisor: Professor Yang Zhang. [Email]
- Jan. 2019-March 2019: Visiting Student
- Nanyang Technological University
- Title: Collecting and Analyzing Data from Users with Strong Privary Protection.
- Duties included: Distributed machine learning system with local differential privacy.[link]
- Supervisor: Professor Jun Zhao. [Email]
- July 2019-Present: Research Assistant
- Southern University of Science and Technology
- Title: Title: Security and privacy in the smart cities.
- Duties included: Coming soon….
- Supervisor: Professor James J.Q. Yu. [Email]
Project
- Oct. 2017-July 2018: Leader
- Heilongjiang University
- Title: Decision tree model in the diagnosis of breast cancer.
- The decision tree model was constructed by five characteristics of the breast cancer dataset. The model identified the benign and malignant accuracy of breast cancer as 95.7%.
- July 2017-Present: Research Assistant
- Title: Dominant Dataset Selection Algorithms for Time-Series Data Based on Linear Transformation (NATIONAL PROJECT)
- We propose a affine model with greedy algorithms and scanning algorithms to achieve large data scale into small data scale within a certain error range.
- Jan. 2019-Present: Leader
- We propose a PPGAN model, in which we implement the differential privacy in GANs by adding well-designed noise to the gradient during the model learning procedure.
- The paper is coming soon. (Submited ICPADS 2019)
Publications
Teaching
Skills
- Programming skills:
- Scientific Software:
- Working Software:
- Excel/PowerPoint/Word/Visio
- Tableau
Honors & Scholarships
- June 2019- First Prize of the 16th “Challenge Cup” National College Students Extracurricular Academic Science and Technology Competition in Heilongjiang Province
- May 2019- The best student in the Heilongjiang University (10/9785)
- Nov. 2018- Bronze Award in the National “Challenge Cup” Entrepreneurship Competition
- Aug. 2018- First Prize of Heilongjiang Province “Internet +” Entrepreneurship Competition (19/3200+)
- June 2018- First prize of the Heilongjiang “Challenge Cup” venture plan competition (9/1750+)
- Mar. 2018- Outstanding student in Heilongjiang Province
- Oct. 2017- The two prize of the national college student math modeling competition
- Oct. 2017- The two prize for the national mathematics contest for College Students
- Sept. 2017 National Endeavor Fellowship
Service and leadership