about
Shengli Zhou
Hi there 👋 I’m Shengli Zhou, a third year undergraduate student majoring Computer Science and Technology at Southern University of Science and Technology (SUSTech). My research interest mainly focuses on Multi-modal Perception and Embodied Intelligence.
Education
Undergraduate: Sep. 2022 - Jul. 2026 (Expected)
Southern University of Science and Technology (SUSTech)
Department of Computer Science and Engineering (CSE)
Major: Computer Science and Technology (GPA: 3.97 / 4.00, rank: 1 / 161)
Member of Turing Class (which is designated for elite CS students at SUSTech)
Affiliation: Visual Intelligence and Perception (VIP) Lab
Supervisor: Prof. Feng Zheng | Advisor: Prof. Jin Zhang
Research & Visiting Experience
May 2024 - Jul. 2024
National University of Singapore (NUS)
Visual Computing | Lecturer: Prof. Terence Sim
Feb. 2025 - Aug. 2025 (Expected)
Wangxuan Institute of Computer Technology (WICT)
Supervisor: Prof. Yang Liu
Projects
When Active Learning and Data Augmentation meet at Object Detection
An empirical study on active learning and object detection under real-time object detection. By applying active learning, we can analyze the quality of data augmentation and provide a guidance for augmentation in object detection. By tracking the type of augmented data selected by active learning strategy during the training process, we can verify the mechanism and correctness of active learning. The combination of active learning and data augmentation yields improvements on the KITTI dataset and reaches state-of-the-art. Github
Masked-Unmasked Face Recognition
A face recognition model based on step-wise exclusion, achieving relatively high accuracy without using deep learning. The method facilitates local features of the face with self-adaptive weights, which can handle face recognition tasks with partial occlusion well.
Image Steganography
An algorithm for performing image steganography based on Discrete Cosine Transform, Hamming Code and Least Significant Bit Steganography with prime radix. Github
Click here to see the full list.
Selected Awards
- Gold Medal (Championship) for China Collegiate Programming Contest - Guangdong Provincial Collegiate Programming Contest
- Provincial First Prize for The 15th Chinese Mathematics Competitions
- Third Prize in Visual Computing Track, National University of Singapore School of Computing Summer Workshop
- Provincial Third Prize for the 15th China Undergraduate Mathematical Contest in Modeling and the 13th Guangdong Contemporary Undergraduate Mathematical Contest in Modeling
- The Second Prize for Band C in National English Competition for College Students
Selected Honors
- China National Scholarship
- The “Qiushi” (Truth) Scholarship, SUSTech (6 out of 5000)
- The Nomination Prize of “Student of the Year”, SUSTech (6 out of 5000)