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Hollen (Haoran) Zhang

Projects

Recent Projects

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OpenSpectro: An Open-Source Spectroscopic Profile Platform

Watson Research Lab @ Charlottesville, VA · April 2025

OpenSpectro is a modular, open-source platform designed to acquire and analyze spectroscopic data. It provides researchers with affordable, customizable tools for spectroscopy experiments.

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A Multi-Wavelength Optical Sensing Framework for Calibration-Free Wearable Blood Pressure Monitoring

A Multi-Wavelength Optical Sensing Framework for Calibration-Free Wearable Blood Pressure Monitoring

Co-author with Dr. Tarek Hamid @ Watson Research Lab - Charlottesville, VA · June 2024

A deep learning framework to correct motion artifacts in fetal brain MRI scans, improving diagnostic image quality and supporting prenatal healthcare.

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Review on Fetus Brain MRI Motion Correction

Remote Collaboration with Prof. Yun Wang @ InfantSegrl Lab Durham, NC · June 2024

A deep learning framework to correct motion artifacts in fetal brain MRI scans, improving diagnostic image quality and supporting prenatal healthcare.

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OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Co-author with Dr. Jingyang Zhang @ Duke CEI Lab Durham, NC · June 2024

A deep learning framework to correct motion artifacts in fetal brain MRI scans, improving diagnostic image quality and supporting prenatal healthcare.

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LLM as Agent Memory Architecture

LLM as Agent Memory Architecture

Advised by Prof.Boyuan Chen @ General Robotics Lab Durham, NC · June 2023

A deep learning framework to correct motion artifacts in fetal brain MRI scans, improving diagnostic image quality and supporting prenatal healthcare.

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Knowledge Distillation Adversarial Context

Knowledge Distillation Adversarial Context

ECE661 COMP ENG ML by Prof.Yiran Chen @ Duke University Durham, NC · September 2022

A deep learning framework to correct motion artifacts in fetal brain MRI scans, improving diagnostic image quality and supporting prenatal healthcare.

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Digraph Clustering by Marginal Propagation

Digraph Clustering by Marginal Propagation

CPS521 GRAPH MATRIX THEORY by Prof.Xiaobai Sun @ Duke University Durham, NC · September 2022

A deep learning framework to correct motion artifacts in fetal brain MRI scans, improving diagnostic image quality and supporting prenatal healthcare.

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BlueDevil Bites: Restaurant Review App Clips

ECE564 Mobile App Development @ Duke University, Durham, NC · December 2023

An iOS application offering real-time cafeteria reviews and menus for Duke University, integrating App Clips, MapKit, and cloud-hosted data for seamless user experience.

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Strategic Insights from Elite CSGO Play Statistics

CPS526 Data Science @ Duke University, Durham, NC · December 2023

A comprehensive data analysis of professional CSGO matches, uncovering patterns and strategies using neural networks and principal component analysis.

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Alpha Rent Solutions: Real Estate Management System

ISTM4210 Capstone @ GWU, Washington, DC · May 2022

A full-stack rental management platform combining MySQL databases, PHP backend, and modern web interfaces for streamlined property operations.

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Movie Recommendation Based on IMDb Reviews

ISTM4217 IoT @ GWU, Washington, DC · May 2022

A scalable recommendation engine combining NLP and collaborative filtering to deliver personalized movie suggestions from large-scale IMDb datasets.

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Tritanope Accessibility Algorithm for Color-Blind Users

Information Accessibility Research Association, Shenzhen, China · March 2021

An innovative algorithm improving website and app usability for tritanope users, enhancing compliance with WCAG standards and optimizing color layouts.

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