Hongyuan MEI
Co-Founder @ Stealth AI Startup
About
My research interests are rooted in designing machine learning models and algorithms to solve challenging real-world problems. My current focus is modelling sequential data, which is essential in time-stamped event prediction and natural language understanding. My research webpage is: https://www.hongyuanmei.com/
United States
San Francisco Bay Area
Research
Machine Learning, Artificial Neural Networks, Natural Language Understanding, Matlab, Python, C++, Mathematical Modeling, Monte Carlo Simulation, VBA, Bloomberg, Microsoft Excel, Option Pricing Models, Java, SPSS, SQL
Experience

Research Intern
Enabled robots to follow free-form natural language navigational instructions in unknown environment, with alignment-based long short-term memory recurrent neural network (LSTM-RNN). Solved selective generation problem with an alignment-based LSTM-RNN. Developed a coarse-to-fine, multi-input neural aligner to identify the small subset of salient records within an over-determined set. Developed a ranking algorithm to improve accuracy for vision-based vehicle localization.

Research Assistant
No.1037 Luoyu Road, Wuhan, Hubei, China
Implemented models for research in wireless cooperative networks, primarily in game-theoretic approaches for optimal resource allocation. Developed a Flow Tracker to monitor data transmission within a certain network.
Education

Computer Science
I am a Ph.D. student in Department of Computer Science at Johns Hopkins University, affiliated with the Center for Language and Speech Processing. My research interests are rooted in designing models and algorithms to solve challenging problems in the field of natural language processing.
Hongyuan MEI's Contact Information
Phone
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