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HuangMason320/README.md

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Hi, I'm Chih-Chuan "Mason" Huang

I'm a master's student in Computer Science at National Taiwan University, working at the intersection of machine learning, multimedia systems, and AI-generated content. My recent work spans test-time preference alignment, machine unlearning, persona alignment, representation learning, affective visualization, and creative AI systems.

  • M.S. in Computer Science, Graduate Institute of Networking and Multimedia, National Taiwan University, 2026-2028
  • B.B.A., College of Technology Management, National Tsing Hua University, 2021-2026
  • Undergraduate Researcher, Immersive Graphics and Visual Intelligence Lab, NTHU, 2023-2026
  • AI Software Engineer Intern, Innovedus Inc., 2024-2025

Research Interests

  • Machine learning: test-time preference alignment, machine unlearning, persona alignment, and representation learning
  • Multimedia: digital arts, AI-generated content, real-time visualization, and VR/3D creative environments
  • Edge AI systems: model compression, ONNX deployment, and resource-aware inference

Publications

  • PerformaVis: Real-Time Affective Music Visualization Driven by Pianist's Bodily Expressions
    UIST '25 Adjunct Proceedings
  • 結合肢體與音訊特徵之個人化鋼琴演奏視覺系統設計
    TAICHI '25 Poster
  • ImmerseSketch: Transforming Creative Prompts into Vivid 3D Environments in VR
    SIGGRAPH '24 Posters

Selected Projects

  • 3D Human Pose and Shape Estimation: Integrated BEDLAM, EMDB, and ThreeDPW datasets into a PyTorch + SMPL workflow for broader scenario coverage.
  • Face Recognition Attendance System: Built a real-time MTCNN + ResNet authentication pipeline with ONNX deployment, NAS logging, and reporting modules.
  • Voice Recognition Using ResNet18: Reworked a speech-command pipeline around MFCC features and ResNet18 for constrained hardware.
  • Boxing Information System: Built a React-based system for school boxing teams to collect, integrate, analyze, and export contest data.

Teaching

  • Teaching Assistant, Computer Vision Practice with Deep Learning, TAICA CV Program, Fall 2025
  • Teaching Assistant, Introduction to Programming, TAICA Applied AI Exploration Program, Fall 2025
  • Teaching Assistant, Software Studio, National Tsing Hua University, Spring 2025
  • Workshop Instructor, 人機進化創新時代, Innovedus & Kneron, Dec. 2024

Tech Stack

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Last updated on:
June 01, 2026, 04:19 UTC

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    1st Place winner of the DIGITIMES AI Innovation Hackathon, BitoPro Track. An AWS-powered AML risk detection and investigation platform combining graph intelligence, Focal LightGBM, and explainable AI.

    TypeScript 4