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Yunxiao Song's Projects

cate icon cate

[WWW 2020] Discriminative Topic Mining via Category-Name Guided Text Embedding

engine-sim icon engine-sim

Combustion engine simulator that generates realistic audio.

gocast icon gocast

GoCast is a tool for controlled BGP route announcements from a host

lotclass icon lotclass

[EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach

privacy-preserving-machine-learning-with-hormomophic-encrypted-data icon privacy-preserving-machine-learning-with-hormomophic-encrypted-data

This project studied homomorphic encryption and attempted to apply it in training machine learning models. We trained some models on plain data and evaluated them on encrypted data using encrypted parameters. We eventually created a logistic regression model that trains on encrypted data and maintains high accuracy

qwerty icon qwerty

An keyboard typing p5js program

react-comment-section-boilerplate icon react-comment-section-boilerplate

A comment section application based on React.js that supports user comment with ip address, and async-loaded components; API: Python Flask; Spring Boot, DB: MongoDB

react-comments-section icon react-comments-section

npm package for integrating a fully functional comments section in react web apps along with custom input fields.

sephora-web-crawler icon sephora-web-crawler

A web crawler crawling all cosmetics information from Sephora implemented in Scrapy

tweet-query-search-python3 icon tweet-query-search-python3

Initialize a search engine with tweets from csv. Use logic expression like AND OR NOT to form a query and search over it. Non-query expression is also supported.

uiuc-cs444 icon uiuc-cs444

little archive for the machine problems in the CS-444 Computer Vison and Deep Learning

wisdompeak_leetcode icon wisdompeak_leetcode

This repository contains the solutions and explanations to the algorithm problems on LeetCode. Only medium or above are included. All are written in C++/Python and implemented by myself. The problems attempted multiple times are labelled with hyperlinks.

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