About me

I am pursuing bachelor’s degree in Shanghai Jiao Tong University (SJTU). I work under the supervision of Prof. Virginia de Sa and my research interest lies in machine learning and data mining.

Education

Shanghai Jiao Tong University, Sep. 2015 to Jun. 2020 (expected)

Xuecheng Li, Zhengyu Wu, Ting Han. Gamification-Based VR Rowing Simulation System. HCI (2) 2019: 484-493 paper
Zhengyu Wu, Yan Sun, et al. A Method to Diagnose Discoid Lateral Menisci on Radiographs Using Image Processing Tools and Machine Learning. Knee Surgery, Sports Traumatology, Arthroscopy (under review)
Zhengyu Wu, Ruhui Ma. A Novel Sybil Attack Detection Scheme Based on Edge Computing for Mobile IoT Environment arxiv

	Synchronize EEG data and video frames A programed LED light is used to synchronize EEG data and video frames. It's an important part that makes combining different data feasible. This work is advised by Prof. Virginia de Sa.

	Gamification-Based VR Rowing Simulation System A VR Rowing Simulation System is implemented which brings in competition and reward mechanism. It significantly enhances the effectiveness of atheletes exercising according to our experiments. [paper]

	Visual Answering Question (VQA) Model Based on GAN Developed a VQA model based on GAN. The model projected answers and fusions of image features and question features into a latent space for semantic alignment. This work is advised by Prof. Ruhui Ma.

	A new method to diagnose discoid lateral menisci on radiographs Knee joint is segmented from an original radiograph image. Image enhancement and denoising tools are used to strengthen the image and remove noises. A specific algorithm was designed to build a model of the knee joint and measure the parameters. This work is advised by Prof. Yan Sun.

	A Novel Sybil Attack Detection Scheme Based on Edge Computing for Mobile IoT Environment A new method is proposed to detect Sybil attack in mobile IoT environment and achieve 92% detection rate. Compared with other methods, our method has less memory overhead. This work is advised by Prof. Ruhui Ma.

	Smart Garden APP and WEB A plat-crossing APP and WEB pages are built to controller shower nozzles in a garden. Shower nozzles are also self-adaptive according to the temperature and humidity of a garden. [code]

Hongyi Scholarship (10 students selected across SJTU, 25,000 CNY)
Wish Company Scholarship (Top 2%, 12,000 CNY)
4th Place in Odyssey of the Mind Competition Finals in Iowa, USA
SJTU Scholarship for Oversea Study (4,000 CNY)
National Second Prize in Mathematical Contest in Modeling (Top 5%)
Academic Excellence Scholarship of Shanghai Jiao Tong University (Top 10%, twice)
Excellent Student Cadre of Shanghai Jiao Tong University (Top 0.5%, twice)

Social work
- President of Building Management Committee in SJTU, Class Monitor
Skills
- Computer Skills: C++/C, Python, SQL, Java, TensorFlow, Springboot, React
- Standardized Tests: TOFEL: 102, GRE: V: 152, Q: 169, AW: 3
Interest
- Basketball, Guitar, Photography, Reading, Traveling, Body-building