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Hi there 👋 I'm Xinyun

  • Graduated from UMich and UCIrvine
  • Super into Machine learning, deep learning and data mining.
  • Hope to make a difference to the world.

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xinyunshen's Projects

change-detection-review icon change-detection-review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

code_transformers icon code_transformers

Empirical Study of Transformers for Source Code & A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Source Code

hfcca icon hfcca

A simple code complexity analyzer without caring about the C/C++ header files or Java imports.

mmd icon mmd

ML models often mispredict, and it is hard to tell when and why. We present a data mining based approach to discover whether there is a certain form of data that particular causes the model to mispredict.

sentiment-analysis-of-r-uofm icon sentiment-analysis-of-r-uofm

Students on the subreddit share how they get through life at home as well as search for ways to keep with this new format for school. Our team’s goal is to analyze the subreddit to better understand trends in student behavior.

treasure-ios-app icon treasure-ios-app

This is an ios game app involving VR, puzzle-solving, and many other fancy features

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