Projects

Collection of some of my course and independent research projects.

Computer Vision

Style Unlearning: Leveraging Parameter-Efficient Modules for Efficient Style Removal
CSCI-GA 2271 Fall 2024, graduate-level course project mentored by Prof. Saining Xie.
Linxi Xie, Xinyue Sheng, Yuhan Liu, and Zhuoran Chen.
Report Code


Responsible Data Science

Technical Audit of the Automated Decision System developed for the WiDS Datathon 2025
DS-GA 1017 Spring 2025, graduate-level course project mentored by Prof. Emily Black.
Linxi Xie, Kangrui Yu.
Report


Machine Learning

Song Snippets Classification Competition
CSCI-SHU 360 Spring 2025, course project mentored by Prof. Shengjie Wang
Linxi Xie
Report Code


Deans’ Undergraduate Research Fund (DURF)

Enhancing AI Image-Generation: The Impact of Human-in-the-Loop on Image Preference Alignment and Creativity
Summer 2024, research project mentored by Prof. Hongyi Wen
Linxi Xie, Zhuoren Chen.
Report