Hollen0318 (Haoran Zhang) · GitHub
Skip to content
View Hollen0318's full-sized avatar
4 followers · 5 following

Achievements

Achievement: Pull SharkAchievement: Quickdraw

Achievements

Achievement: Pull SharkAchievement: Quickdraw

Block or report Hollen0318

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Hollen0318/README.md

Hollen (Haoran) Zhang

PhD Student in Computer Engineering @ University of Virginia

Website Google Scholar CV

About Me

I'm a PhD student in Computer Engineering at the Watson Research Lab, University of Virginia, advised by Professor Amanda Watson. My research sits at the intersection of machine learning and healthcare, with a focus on wearable monitoring systems, ubiquitous computing, and multimodal deep learning.

Before UVA, I earned my M.S. in Computer Science from Duke University (GPA 3.95, Dean's List) and my B.S. in Information Systems from George Washington University (GPA 3.95, Dean's List).

Research Interests

🩺 Machine Learning for Healthcare · 📡 Wearable Sensing & Biomarker Detection · 🧠 Multimodal Deep Learning · 💻 Ubiquitous Computing

Publications

  • OpenSpectro: An Open-Source Spectroscopic Profile Platform Haoran Zhang, E. C. Courtney, K. C. Quinn, A. Watson IEEE EMBC 2025

  • A Multi-Wavelength Optical Sensing Framework for Calibration-Free Wearable Blood Pressure Monitoring T. Hamid, P. Flores, J. Byun, X. Chen, Haoran Zhang, K. Quinn, A. Watson IEEE ICASSP 2025

  • OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection J. Zhang, Haoran Zhang et al., Y. Chen, H. Li Journal of Data-centric Machine Learning Research

Featured Projects

Project Description
OpenSpectro A modular, open-source platform for acquiring and analyzing spectroscopic data with affordable, customizable tools
Wearable BP Monitoring Multi-wavelength optical sensing framework for calibration-free blood pressure estimation
OpenOOD v1.5 Enhanced benchmark suite for evaluating out-of-distribution detection methods
LLM Agent Memory Training agents with GPT-based memory architectures in MiniGrid environments

Tech Stack

Python PyTorch TensorFlow C++ Linux Git LaTeX Docker

📬 Feel free to reach out for research collaborations or just to chat!

Pinned Loading

  1. Diagraph-Clustering-By-Marginal-Propagation Diagraph-Clustering-By-Marginal-Propagation Public

    Jupyter Notebook

  2. Distilling-the-Knowledge-in-a-Neural-Network Distilling-the-Knowledge-in-a-Neural-Network Public

    Forked from shriramsb/Distilling-the-Knowledge-in-a-Neural-Network

    Demonstration of transfer of knowledge and generalization with distillation

    Jupyter Notebook

  3. Hollen0318.github.io Hollen0318.github.io Public

    Personal Website of Hollen(Haoran) Zhang

    HTML

  4. OpenOOD.github.io OpenOOD.github.io Public

    HTML

  5. OpenSpectro/openspectro.github.io OpenSpectro/openspectro.github.io Public

    Python

  6. LLMs_As_Agent_Memory_Architecture LLMs_As_Agent_Memory_Architecture Public

    A research repo for the project "Using LLMs as agent controller, exploring effective memory architecture"

    Python