Yun He

Biography

Hi, I am Yun He, a first-year CS PhD student at the University of Maryland, College Park, advised by Prof. Matthias Zwicker. I recieved my master’s degree in computer science from Fudan University in 2023, co-advised by Prof. Yanwei Fu and Prof. Xiangyang Xue. During my master's studies, I also collaborated closely with Dr. Danhang Tang and Dr. Yinda Zhang at Google. In 2020, I obtained my bachelor’s degree in computer science from Chongqing University. My primary research interests are in 3D vision, with a focus on 3D/4D reconstruction, 3D/4D generation, and 3D geometry processing.

Interests

Education

Yun He, Danhang Tang, Yinda Zhang, Xiangyang Xue, Yanwei Fu

Yun He*, Xinlin Ren*, Danhang Tang, Yinda Zhang, Xiangyang Xue, Yanwei Fu

Research Assistant

Google

Jan 2021 – Mar 2022, Sep 2022 – Nov 2022 Shanghai, China

Propose a new framework for accurate point cloud upsampling that supports arbitrary upsampling rates.
Introduce a novel deep point cloud compression method that preserves local density.

Machine Learning Engineer (Full-Time)

Meituan

Jul 2023 – Apr 2024 Shanghai, China

Apply advanced machine learning techniques to improve the advertisement recommendation system of Meituan app.

Machine Learning Engineer (Intern)

ByteDance

May 2022 – Aug 2022 Shanghai, China

Apply machine learning methods to improve the short-form video recommendation system of Douyin (Chinese TikTok) app.

Dean’s Fellowship

University of Maryland 2024, 2025

Outstanding Master’s Student Award in Shanghai (Top 3%)

Shanghai Municipal Education Commission Jun 2023

Outstanding Master’s Thesis Award at Fudan University (Top 10%)

Fudan University May 2023

Outstanding Teaching Assistant Award at Fudan University (Top 10%)

Fudan University Jan 2022

Python Programming (COMP110042.13)

Fudan University Sep 2021 – Jan 2022

Data Structure (COMP130184.01)

Fudan University Sep 2020 – Jan 2021