黃天野的個人主頁 | Tianye Huang's Homepage

HUANG Tin Yeh 黃天野

Industrial & Systems Engineering Student • AI Researcher • Computational Biology Enthusiast • Interdisciplinary Innovation Explorer
Tin Yeh Huang

Personal Profile

Bachelor of Engineering (Honours) in Product Engineering with Secondary Major in Innovation and Entrepreneurship, Department of Industrial and Systems Engineering, Faculty of Engineering, The Hong Kong Polytechnic University
01 Scholar, Qian Xuesen Mechanics Class - Shenzhen X-Institute, Tsinghua University
Member of District Youth Development and Civic Education Committee (Yau Tsim Mong District), Home Affairs Department, HKSAR Government
Student Member, The Hong Kong Institution of Engineers

📧 Email：
📱 電話：
+852 9449 8934 +86 198 9655 5044

I am Tin Yeh Huang, currently pursuing a Bachelor of Engineering (Honours) in Product Engineering with Secondary Major in Innovation and Entrepreneurship at the Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, while serving as an 01 Scholar at Qian Xuesen Mechanics Class - Shenzhen X-Institute, Tsinghua University. My research interests span across multiple cutting-edge fields including artificial intelligence, mathematics, neuroscience, and computational biology, dedicated to exploring innovative possibilities through interdisciplinary integration.

In academic research, I focus on applying artificial intelligence technologies to biomedical and social innovation fields, participating in multiple national-level research projects, including global heatwave disaster adaptation factor extraction and analysis based on multimodal BERT models, and research on the application of AI digital twin technology in addressing elderly companionship issues.

I firmly believe that technology should serve human welfare. Through interdisciplinary research approaches, I explore the potential of artificial intelligence in solving real-world social problems, hoping to contribute to advancing technological innovation and social progress.

Research Interests

Cognitive Emergence Life Emergence Computational World Neural Networks Collective Intelligence (CI) Social Network Analysis (SNA) Machine Learning & Deep Learning Multi-Agent Systems (MAS) Spatial & Ecological Data Science Bio-Inspired Algorithms Agent-Based Modeling (ABM)

Education

Undergraduate Degree: PolyU Logo The Hong Kong Polytechnic University · Faculty of Engineering · Department of Industrial and Systems Engineering

Bachelor of Engineering (Honours) in Product Engineering with Secondary Major in Innovation and Entrepreneurship | 2025.09 - 2028.05
Bachelor of Engineering (Honours) in Product and Industrial Engineering | 2024.09 - 2028.05

Core Course Areas:

  • Engineering & Design: Product Engineering, Reverse Engineering, Additive Manufacturing, Engineering Design, Materials Science, Engineering Drawing
  • Business & Strategy: Engineering Economics, Engineering Management, Engineering Law & Ethics, Innovation & Entrepreneurship
  • Mathematics & Analysis: Advanced Mathematics, University Physics, Operations Research, Statistics
  • Digital Tools & Technology: Computer-Aided Design (CAD), Computer-Aided Engineering (CAE), Programming

For details, please refer to: Programme Requirement Document for Product and Industrial Engineering and Secondary Major in Innovation and Entrepreneurship Introduction

Exchange Program: THU Logo Tsinghua University · Xinya College

Bachelor of Engineering in Creative Design and Intelligent Engineering (CDIE) (Fall Semester Exchange Student) | 2025.09 - 2026.01

Course content to be updated

Joint Training Program: THU Logo Qian Xuesen Mechanics Class - Shenzhen X-Institute, Tsinghua University

Social Innovation Track · 01 Scholar | 2024.06 - 2028.06

  • Core Courses: Enhanced Student Research Training (ESRT), Open Research Innovation Challenge (ORIC), Senior Undergraduate Research Fellowship (SURF)

For details, please refer to: Qian Xuesen Mechanics Class and Shenzhen X-Institute Tiered Training Program

Visiting Research: SMART Logo Shenzhen Medical Academy of Research and Translation · Institute of Biomolecular Architecture and Biological Interactions (IBABI)

Hu Mingxu Research Group · Visiting Student | 2025.06 - 2025.07

  • Research Focus: Cryo-EM, Biological Structure, Spatiotemporal Sequences, Multimodal Deep Learning

Associate Degree: HKCC Logo School of Professional Education and Executive Development, The Hong Kong Polytechnic University · Division of Science, Engineering and Health

Associate of Science in Statistics and Data Science | 2023.09 - 2024.08

Secondary Education: PKC Logo Pui Kiu College | 2018.09 - 2023.08

Research Experience

📄 Academic Publications

Yiquan Wang*, Minnuo Cai, Tin-Yeh Huang. (2025). AI for disease prediction: Performance insights and key limitations. Journal of Clinical Neuroscience.

📖 Journal Link 🔗 PubMed

Yiquan Wang*, Jiaying Wang, Tin-Yeh Huang, et al. (2025). STGCN-LSTM for Olympic Medal Prediction: Dynamic Power Modeling and Causal Policy Optimization. ICML 2025 Workshop.

📄 PDF 🔗 OpenReview 📚 arXiv

Xu Wang*, Yiquan Wang*, Tin-Yeh Huang*. (2025). Crypto-ncRNA: Non-coding RNA (ncRNA) Based Encryption Algorithm. ICLR 2025 Workshop. (Co-first author)

📄 PDF 🔗 OpenReview 📚 arXiv

Note: * indicates corresponding author

🎓 Academic Participation

Journal Reviewer

🔬 Research Projects (Public)

Global Heatwave Disaster Adaptation Factor Extraction and Analysis Based on Multimodal BERT Model

Project Type: 2024 CAS Undergraduate Innovation and Practice Training Program (National-level Project) | Duration: 2024.11 - Ongoing

Research Content: This research integrates text, image, and structured data based on multimodal BERT models to accurately identify key factors affecting heatwave adaptation. The research results will provide solid theoretical and data support for formulating scientific global heatwave response strategies and enhance society's overall disaster adaptation capacity.

Supervisor: Researcher Ge Yong (Institute of Geographic Sciences and Natural Resources Research, CAS, Distinguished Young Scholar)

Large Language Models Spatial Analysis BERT Disaster Management

Research on Elderly Companionship Issues Based on AI Digital Twin Technology

Project Type: Tsinghua University Qian Xuesen Class ESRT | Duration: 2024.12 - Ongoing

Research Content: This project centers on AI digital twin technology, aiming to alleviate the lack of family companionship for elderly people in the context of China's aging population, while bridging the digital divide for seniors and enhancing AI practical capabilities of primary and secondary school students. The project is implemented by Shenzhen X-Institute in collaboration with ByteDance and other institutions, divided into preparation, execution, and promotion phases. It plans to create personalized digital twins for elderly people through students, enhance intergenerational communication, and explore application scenarios of AI large models in social welfare fields.

Supervisor: Tang Min (Former Counselor of the State Council)

Artificial Intelligence Social Innovation Digital Twin Aging Population

🎓 Research Experience

  1. Shenzhen Medical Academy of Research and Translation/Shenzhen Bay Laboratory Joint Summer Research Program 2025.07-2025.09

  2. Qian Xuesen Mechanics Class and Shenzhen X-Institute, Tsinghua University — 01 Scholar (Long-term Training) 2024.06-2028.06

  3. Brown University AI Winter School 2025 (AI Winter School 2025 - CFPU/Brown University Department of Physics) 2025.01

  4. Qian Xuesen Mechanics Class and Shenzhen X-Institute, Tsinghua University 2024 X-Challenge Disruptive Innovation Challenge Camp 2024.07-2024.08

  5. Qian Xuesen Mechanics Class and Shenzhen X-Institute, Tsinghua University 2023 Shenzhen X-Institute International Summer School 2024.07-2024.08

Professional Experience

Home Affairs Department, HKSAR Government

Member of District Youth Development and Civic Education Committee

2025.04 - Present

Apricot AI Ltd. (Hong Kong)

AI Agent Development (Part-time)

2025.03 - Present

Hong Kong MBA Association (Hong Kong)

Assistant President (Management & Technology Director)

2025.02 - Present

Qingbei Intelligent Technology Co., Ltd. (China)

Online AI Product & Algorithm Development Intern

2025.02 - Present

Startup Project (AI4Goods) (China)

Shareholder, AI Algorithm Engineer & Greater Bay Area Strategic Advisor

2025.01 - Present

*Project content confidential

The Hong Kong Polytechnic University PolySmart Research Center

Data Science & AI Student Research Intern

2024.10 - Present

Knowledge Transfer and Entrepreneurship Office, PolyU

PolyVentures Student Assistant

2024.10 - Present

School of Professional Education and Executive Development, PolyU

Student Assistant, Division of Science, Engineering and Health

2024.03 - 2025.04

Royal Plaza Hotel (Hong Kong)

Accounting & IT Department Intern

2023.12 - 2024.04

Other Experience

Master of Ceremonies for Hong Kong Federation of Trade Unions Celebration Luncheon for the 75th Anniversary of the Founding of the People's Republic of China and the 27th Anniversary of Hong Kong's Return

2024.10

Student Representative for Bachelor of Engineering (Honours) in Product and Industrial Engineering, Department of Industrial and Systems Engineering, PolyU

2025.02 - Present

Student Representative for Associate of Science in Statistics and Data Science, Division of Science, Engineering and Health, School of Professional Education and Executive Development, PolyU

2024.10

Honors & Awards

🏆 Scholarships

  • Department of Industrial and Systems Engineering Non-JUPAS Admission Scholarship, PolyU 2024.10
  • Overseas Exchange Scholarship, School of Professional Education and Executive Development, PolyU 2024.06

🎖️ Awards

  • X-Institute Best Academician Award 2023.07

📜 Professional Certifications

  • Microsoft Certified: Azure AI Fundamentals 2021.12
  • Advanced Level Certificate in Mathematics Enrichment Programme, PolyU 2021.12

Skills & Expertise

💻 Programming Languages

Python MATLAB R JavaScript HTML/CSS

🤖 Machine Learning

Deep Learning Natural Language Processing Computer Vision Multimodal Learning

🔧 Engineering Software

CAD CAE SolidWorks AutoCAD

📊 Data Analysis

Statistical Analysis Data Visualization Bioinformatics Analysis

🌐 Language Proficiency

Chinese (Native) English (Fluent) Cantonese (Fluent)

Download

📄 Chinese CV Download
📄 English CV Download