I am current fourth year Ph.D. student at Oregon State University in Electrical and Computer Engineering. My research is mainly focused on machine learning and signal processing.

Research: I have been studied and developed models on generative and discriminative recurring pattern recognition. I have extended to the topic of Dictionary Learning.

Room 2040 Kelley Engineering Center,
Oregon State university, Corvallis, OR, 97330
E-mail: youz{at}eecs.oregonstate.edu
Phone: (541)-979-4998

Applying machine learning topics for time series data is my concentration. My area of research interest is Dictionary Learning, I am currently involved in the OSU bioacoustics project .

Ph.D Candidate in Electrical and Computer Engineering, Oregon State University, U.S., present
M.S. in Electrical and Computer Engineering, Oregon State University, U.S., Sep. 2012 to May 2014
B.S. in Electronics and Information Technology, Huazhong University of Science and Tech. Wuhan, China Sep.2004 to Jul. 2008

Fall 2012: ECE272 Digital circuit design
Winter 2014, Spring 2014, Winter 2015: ECE 352 Signal and Systems
Fall 2014: ECE 550 Linear Systems
Winter 2015: ECE 353 Theory of Probability

Electrical Engineering courses: Stochastic signal processing, Estimation filtering and detection, Linear systems, Convex optimization, High performance computer architecture and etc.
Computer Science courses: Machine learning, Algorithms and data structure, Computer Vision, Deep Learning, Probabilistic Graphical Model and etc.
Statistic courses: Data analysis-regression models, multivariate data analysis, Theory of statistics and etc.

Zeyu You, Raviv Raich, Xiaoli Z. Fern, and Jinsub Kim Weakly Supervised Learning of Multiple-Scale Dictionaries. Statistical Signal Processing (SSP), accepted in Proc. of IEEE Workshop on, IEEE, 2018. pdf, Code,

Zeyu You, Raviv Raich, Xiaoli Z. Fern, and Jinsub Kim Weakly-Supervised Dictionary Learning. IEEE transactions on signal processing (TSP) pdf, Code,Results

Zeyu You, Raviv Raich, Xiaoli Z. Fern, and Jinsub Kim Discriminative Recurring Signal Detection and Localization. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2017 IEEE International Conference on, IEEE, 2017. pdf, Code,Lecture

Zeyu You, Raviv Raich, Xiaoli Z. Fern, and Jinsub Kim Weakly-supervised analysis dictionary learning with cardinality constraints. Statistical Signal Processing (SSP), in Proc. of IEEE Workshop on, IEEE, 2016. pdf, Code,Poster

J. F. Ruiz-Muñoz, Zeyu You, Raviv Raich, and Xiaoli Z. Fern, Dictionary Learning for Bioacoustics Monitoring with Applications to Species Classification. The Journal of Signal Processing Systems (JSPS). pdf,

J. F. Ruiz-Muñoz, Zeyu You, Raviv Raich, and Xiaoli Z. Fern, Dictionary extraction from a collection of spectrograms for bioacoustics monitoring. Machine Learing for Signal Processing (MLSP), in Proc. of IEEE Workshop on, IEEE, 2015. pdf, Code,Poster

Zeyu You, Raviv Raich, and Yonghong Huang, An Inference Framework for Detection of Home Appliance Activation from Voltage measurements. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2014 IEEE International Conference on, IEEE, 2014.pdf, Code,Poster

Zeyu You, Raviv Raich, and Yonghong Huang, Mixture modelling and inference for recognition of multiple recurring unknown patterns. International Joint Conference on Neural Networks (IJCNN), 2014 IEEE International Conference on IEEE-WCCI. pdf, Code,Lecture

Raviv Raich, Zeyu You, Looking for the Same Needle in Multiple Haystacks: Performance Bounds. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2014 IEEE International Conference on, IEEE, 2014. pdf, Poster,

I used to be a percussionist and play drums in the Student Art Troupe in my College. But right now, I am doing Yoga exercises and I like swimming, ping pang, all sorts of outdoor activities.