Hi! This is Yuan Li, Researcher in Computer Visualization.
My research lines in Data Mining and Computer Visualization. I am curious about explainable and user friendly visualization way for understanding results from Data Mining.
MEng in Computer Science, present
New York University
BSc in Software Engineering, 2019
Developed signal energy feature extraction method on Arm Cortex-M using Segger.
Wrote unit tests and end-to-end tests to achieved 80% code coverage.
Developed a novel deep learning framework, achieving an excellent result compared to other solutions on the dataset provided by the PROSTATEx Challenge.
Outperformed other traditional neural networks with 5.2x speedup and 4.56% acc improvement.
Implemented an End-to-End system based on Aster and CTPN.
Built an automatic system which can generate Chinese data automatically, containing 10,000 pieces of images, 6-10 chars for each image. Reached 6.72% improvement over baseline.
Preprocessed the original CT images.
Built the Neural Network based on U-net, for identifying suspected pulmonary nodules.
Published paper《A Hybrid Model: DGnet-SVM for the Classification of Pulmonary Nodules》.