Graduate Class Projects
Text to Image Synthesis with Mutual Information Optimization
Spring 2018 NLP Advised by Prof. Raymond J. Mooney
Our goal is to generate images from captions, i.e. taking unstructured textual descriptions as input and using them to generate relevate images. [pdf] |
Enable Acoustic Tracking and Gesture Recognition on Echo
Fall 2017 Wireless Networking Advised by Prof. Lili Qiu
We want to enable smart speaker to track hand movement and gesture recognition so as to assist people in many other unspoken ways. [pdf] 
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Application of Compressed Sensing in Mobile Sparse Aperture Imaging
Fall 2016 Sublinear Algorithms Advised by Prof. Eric Price
Sparse recovery allows signal acquisition with fewer measurements and acoustic image signal are sparse. [pdf] |
Undergraduate Class Projects
Prediction and Fitting for PM2.5 dataSpring,2015 Data Mining Advised by Prof. Bo Yuan
According to the PM2.5 data from five different cities in China these years, we found that it is perfectly suit for sequential Monte Carlo method, which is also known as particle filters and usually serves for economics and finance. Based on this method, we make a good fitting modeling for the training data and one-step prediction. In addition, in order to make a better prediction, we added the environmental factors with Neutral Network method. [pdf] |
User Behavior Based Optimization Methodology for CloudNFV NetworkSpring,2015 Computer Network Prof. Weijia Jia
In this work, we set up a general system model for network optimization methodology on CloudNFV architecture with user behavior based approach. Through theoretical calculation and some simulations, it is proved to make great improvement on nodes usability, network capacity, and power consumption performances. 
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Wireless Transmission by LABVIEW and USRPFall,2014 Principles of Communication Prof. Meixia Tao
Use LabVIEW and USRP digital experimental platform for the transmission of text messages. Use high sensitive packet capture mechanism for the complete digital transmission link design. Compare the difference of the packet capture sensitivity and transmission distance under the two kinds of capture mechanism of the receiver.[pdf] |
Signal Processing Software by MATLABSpring,2014 Signals and System Advised by Prof. Bin Xia
This project is for the course of Signal and System, we learned some typical signals and their properties, such as the convolution, Fourier transform, sample operation, Laplace transform and so on. In this way, we develop this system by MATLAB as a tool to show the waveform of the signals, so that we can achieve a visualized understanding of the signals. [pdf] |
Calculator & Breathing light on FPGASpring,2014 OS Advised by Prof. Xiangzhong Fang
Based on pipelined CPU structure, I added some additional MIPS instructions to implement the calculator with eight functions, such as plus, subtraction, multiplication, division, translocation, comparison, exclusive or and inclusive nor, with input from button and output on LED. [pdf] 
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Academic Search EngineFall,2013 Intro to Electric Engineering Prof. Ya Zhang
We built up an small academic search engine website, which mainly focus on textbooks, teaching materials, project blogs etc, as well as supporting image search. We firstly parsed some educational websites to get resource information, and then merged them and make up the index. Finally we added image search function with typical image processing algorithms. [pdf] |