MD5 Crypt Cracking Algorithm based on GPU-Accelerated CUDA
UW-Madison Project, High Performance Computing, University of Wisconsin-Madison, Madison, Wisconsin
Supervisor: Dan Negrut
Projects
License Plate Recognition System based on Domain Adaptation
UW-Madison Project, Computer Vision, University of Wisconsin-Madison, Madison, Wisconsin
Supervisor: Mohit Gupta
Meta-learning-based Data Feeding in Stock Market Prediction
Microsoft Research Project, Machine Learning Group, Microsoft Research Asia, Beijing, China
Supervisor: Xiao Yang
- Developed and maintained the quant platform Qlib, a quantitative-research library for online trading.
- Focused on data feeding in stock market prediction. Proposed a meta-learning-based method to reweight samples. The meta-model learned to guide the retraining process of the base model by sample reweighting and aimed to improve the performance of the base model on unseen test data.
- Designed Meta-Controller, Reweighter frameworks in Qlib, and merged the meta-model into the frameworks.
- Finished an academic paper (page), it is accepted by AAAI 2022.
Robust High-Dimensional Image Data Translation via Disentangled Feature Representations
Graduate Research Project, Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, California
Supervisor: Yi Ma
Temporal Light Detection and Ranging Point Cloud Prediction
Graduate Research Project, Berkeley DeepDrive and Berkeley Artificial Intelligence Research Lab, UC Berkeley, Berkeley, California
Supervisor: Avideh Zakhor
Research on Adjusting the Proportion of Adversarial Samples
Graduate Research Project, Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, California
Supervisor: Gerald Friedland
Research on Hyperparameter Tuning with Multi-task Collaboration
National Innovation and Entrepreneurship Program, Guangdong Provincial Key Laboratory of Computational Intelligence, Guangzhou, China
Supervisor: Wing W.Y. Ng
Deep Network Optimization Method based on Hyperparameter Prediction
National Innovation and Entrepreneurship Program, Guangdong Provincial Key Laboratory of Computational Intelligence, Guangzhou, China
Supervisor: Wing W.Y. Ng
Research on Engine Architecture Design for 3D Scenes based on VR
Student Research Project, School of Software, South China University of Technology, Guangzhou, China
Supervisor: Zelin Chen