Bio
Xizheng (Hugh) Yu is a dedicated and highly motivated junior at the University of Wisconsin-Madison, pursuing a triple concentration in Computer Sciences, Data Science, and Mathematics. With a strong passion for software development and open-source projects, Hugh has gained proficiency in full-stack development and has extensive experience working with Python and Java.
As an active participant in research activities, Hugh focuses on various aspects of computer vision and deep learning. His research projects encompass topics such as optimal transport, model fusion, and cognitive estimation in large language models. Hugh's collaborative nature, effective communication skills, and perseverance make him an invaluable team player and a tenacious developer.
Education
- University of Wisconsin-Madison, 2020-2024
- B.S. in Computer Sciences, Data Science, and Mathematics
Skills
- Programming Languages: Python, Java, C++, C, R, Matlab, SQL, JavaScript, LaTeX
- Web Development: React, React Native, Node.js, Express.js, Django, FastAPI, Flask, Bootstrap 5, HTML, CSS, PHP
- Databases: MySQL, PostgreSQL, MangoDB, Cassandra, Spark, Hadoop
- Machine Learning Frameworks: PyTorch, TensorFlow, sklearn, POT, OpenCV, Accelerate, Transformers
- Developer Tools: Git, Docker, AWS, GCP, Kafka
Research Interests
- Deep Learning → Optimal Transport, Model Fusion, Optimization Problems
- Computer Vision → Object Detections, Model Applications
- Cognitive Science → Understanding Conceptual Structures in LLMs