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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