Wei He
Hardware and Embedded Systems Lab (HESL)
School of Computer Science and Engineering (SCSE)
N4-B2b-05, Nanyang Avenue
Nanyang Technological University
Singapore 639798
Research Assistant @ Nanyang Technological University, Singapore | Aug. 2017 - Aug. 2018
Project Name: Embedded Vision for Automotive and Traf ic Management (Funded by National Research Foundation, Singapore)
Research Focus: Pedestrian Intention Prediction Using Deep Learning Techniques.
Supervisor: Prof. Siew-Kei Lam
Publications: Sirin Haddad, Meiqing Wu, Wei He and Siew-Kei Lam, “Situation-Aware Pedestrian Trajectory Prediction with Spatio-Temporal Attention Model”, 24th Computer Vision Winter Workshop (CVWW), February 2019, [pdf]
Project-based Intern @ National University of Singapore, Singapore | Jul. 2017- Aug. 2017
Project Name: Biometrics in Depth, Summer Program 2017
Tutor: Prof. Terence Sim
Intern @ Guodian Shipping (Hong Kong) Company Limited, Hong Kong, China | Dec. 2016- Feb. 2017
1. Responsible for the business data maintenance, using Excel and Microsoft SQL Server.
2. Implemented SQL sentences to manipulate the business data in the company database system with Microsoft SQL Server.
3. Analyzed and predicted data trends statistically with models (Regression Analysis, Time Series Analysis, etc.).
Team Leader @ The Study of Behavior Recognition based on Human Joint Points Model | May. 2016 - Dec. 2017
Fund: Provincial Student’s Training Program for Innovation and Entrepreneurship (Supported by the Natural Science Foundation of China)
Supervisor: Prof. Kangshun Li
Publications & Patent:
1. Wei He, Shaoyang Hu, Shanni Li, Kangshun Li, Human Motion Model Construction Based on Gene Expression Programming. Proceedings of the 9th International Symposium on Intelligence Computation and Applications (ISICA2017). Nov. 18-19, 2017, Guangzhou, China. (Oral) [pdf][code]
2. Kangshun Li, Wei He, Shaoyang Hu, Xiaozhen Wang. Method of human behavior recognition based on GEP, CN 106909891A, 2017-06-30, CN 201710059525.6
Server-End Engineer @ SCAU Student IT Develop Center | Dec. 2015 - Dec. 2017
1. Developed an information management system website for Guangdong Federation of Literary and Art Circles.
2. Responsible for the server-end development, including database structure design, data manipulation implementation, etc.
3. Utilized basic Java EE technique, such as Servlet, JSP, Javabean to accomplish business functions of the web application.
Master of Engineering in Computer Science
Nanyang Technological University, Singapore | Sept. 2018 - June. 2021
GPA: 4.83/5.00
Research Direction: Network Compression and Acceleration, Semantic Segmentation
Bachelor of Science in Information and Computing Science
South China Agricultural University, Guangzhou, China | Sept. 2014 - Jun. 2018
GPA: 4.39/5.0 (3.98/4.00 in WES), Academic Ranking: 1/86, Comprehensive Ranking: 1/968
Research Direction: Human Motion Recognition
Outstanding Graduates & Outstanding Undergraduate Thesis 2018 - South China Agricultural University
National Scholarship and Ding Ying Scholarship
Ministry of Education, China | Oct. 2017 and Oct. 2016
Ranked 1st among 955/ 968 students in College of Mathematics and Informatics
The 1st Class Scholarship
South China Agricultural University | Oct. 2017 and Oct. 2016 and Oct. 2015