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Chih-Chuan (Mason) Huang I am a Master's student at National Taiwan University, where I work at the Graduate Institute of Networking and Multimedia (GINM) under the supervision of Dr. Hsuan-Tien Lin. Previously, I conducted research at the IGVI Lab, National Tsing Hua University, advised by Dr. Min-Chun Hu and Dr. Hung-Kuo Chu, and collaborated with Dr. Tse-Yu Pan at National Taiwan University of Science and Technology |
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News
- Jan. 2026 Started my M.S. degree at National Taiwan University.
- Jan. 2026 Won 1st Prize at the Agent for Truth: AI Anti-Fraud Hackathon (BitoGuard).
- Dec. 2025 Completed AI Software Engineer Internship at Innovedus Inc.
- Aug. 2025 One paper accepted by UIST 2025. See you in Seoul, Korea!
- Jul. 2025 One paper accepted by TAICHI 2025. See you in Hsinchu, Taiwan!
- Apr. 2024 One paper accepted by SIGGRAPH 2024.
Research Interests
- AI Safety: Machine unlearning, test-time preference alignment, persona alignment.
- Machine Learning: Representation learning, generative models, vision-language models.
- Computer Vision: 2D image processing, 3D human pose & shape estimation.
- Multimedia: Digital arts, AI-generated content.
Publications
* denotes equal contribution
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PerformaVis: Real-Time Affective Music Visualization Driven by Pianist's Bodily Expressions
Tai-Chen Tsai, Chih-Chuan Huang, Shun-Han Chang, Cheng-Yin Hsu, Hsin-Ying Lee, Kai-Hsiang Wen, Tse-Yu Pan, Min-Chun Hu In Adj. Proc. of the 38th Annual ACM Symposium on User Interface Software and Technology (UIST '25) paper / poster |
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結合肢體與音訊特徵之個人化鋼琴演奏視覺系統設計
蔡岱臻, 黃稚筌, 許程胤, 張舜涵, 李炘穎, 溫凱翔, 潘則佑, 胡敏君 In The 11th Annual Conference of Taiwan Association of Computer Human Interaction Poster (TAICHI '25) poster |
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ImmerseSketch: Transforming Creative Prompts into Vivid 3D Environments in VR
Alfred Lan, Tai-Chen Tsai, Chih-Chuan Huang, Pu Ching, Tse-Yu Pan, Min-Chun Hu In ACM SIGGRAPH 2024 Posters (SIGGRAPH '24) paper / project page / poster |
Selected Projects
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BitoGuard AWS, Python, TypeScript, FastAPI, Docker, Machine Learning
1st Prize, Agent for Truth: AI Anti-Fraud Hackathon, 2026 GitHub / Demo Video / News (EN) / News (中文) A crypto exchange AML/KYC fraud detection system. Engineered 60 features and a 3-layer Leave-One-Out toxicity scoring mechanism with graph-based features. Trained a LGBM model utilizing Focal Loss to handle severe class imbalance (3.5%), achieving F1 score 0.7. |
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XMEN: A Recurrent Dueling DQN for Minecraft Zombie Combat Python, Reinforcement Learning
Paper / Slides A multi-modal Dueling DRQN agent fusing CNN visual features with structured spatial vectors via LSTM. Achieved 68x kill rate and 4x survival gains over visual-only DQN baselines in Project Malmo. |
Experience
| 2023-2026 |
Undergraduate Researcher, IGVI Lab, National Tsing Hua University
Advisors: Dr. Min-Chun Hu & Dr. Hung-Kuo Chu |
| 2024-2025 |
AI Software Engineer Intern, Innovedus Inc.
Architected KNEO X & Cluster: scalable platforms for edge-AI acceleration and education workshops. Built face recognition and voice recognition pipelines deployed on Kneron NPU. |
Teaching
| Fall 2025 |
Teaching Assistant, National Tsing Hua University
Computer Vision Practice with Deep Learning (TAICA Course) |
| Fall 2025 |
Teaching Assistant, National Tsing Hua University
Introduction to Programming (TAICA Applied AI Exploration Program) |
| Spring 2025 |
Head of Teaching Assistant, National Tsing Hua University
Software Studio (CS Undegraduate core course) |
| Dec. 2024 |
Workshop Instructor, Innovedus & Kneron
人機進化創新時代: A hands-on AI workshop for the Leadership Development Program at NTHU |
Education
| 2026-2028 |
M.S. in Computer Science, National Taiwan University
Graduate Institute of Networking and Multimedia (GINM) Advisor: Dr. Hsuan-Tien Lin |
| 2021-2026 |
B.B.A., College of Technology Management, National Tsing Hua University
Interdisciplinary Program in Computer Science and Quantitative Finance |
Awards
- 1st Prize, Agent for Truth: AI Anti-Fraud Hackathon, 2026
- CTM International Academic Engagement Scholarship, 2025