openreviewTin Yeh Huang 黃天野
Personal Profile
The Hong Kong Polytechnic University, Faculty of Engineering, Department of Industrial and Systems Engineering, Bachelor of Engineering (Honours) in Product Engineering with Innovation and Entrepreneurship; Tsinghua University Tsien Excellence in Engineering Program - Shenzhen X-Institute, Zero One Scholar; Hong Kong Institution of Engineers, Student Member.
E-mail: tin-yeh.huang(at)connect.polyu.hk | hty25(at)mails.tsinghua.edu.cn | huangtianye(at)mails.x-institute.edu.cn
I am Tin-Yeh Huang, currently a Bachelor of Engineering (Honours) student in Product Engineering with Innovation and Entrepreneurship at the Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, and concurrently serving as a Zero One Scholar at Tsinghua University Tsien Excellence in Engineering Program - Shenzhen X-Institute. My research interests span across multiple cutting-edge fields including artificial intelligence, mathematics, neuroscience, and computational biology, committed 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 artificial intelligence digital twin technology in addressing elderly companionship issues.
I firmly believe that technology should serve human welfare. Through interdisciplinary research methods, I explore the potential of artificial intelligence in solving practical social problems, hoping to contribute to promoting technological innovation and social progress.
Research Interests
Personal Profile
I am Tin-Yeh Huang, currently a student in the Product Engineering with Innovation and Entrepreneurship (Honours) Bachelor's program at the Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University. I am also a Zero One Scholar at the Tsinghua University Tsien Excellence in Engineering Program - Shenzhen X-Institute. My research interests span multiple cutting-edge fields including artificial intelligence, mathematics, neuroscience, and computational biology, and I am dedicated to exploring innovative possibilities through interdisciplinary integration.
In academic research, I focus on applying artificial intelligence technologies to the biomedical and social innovation sectors. I have participated in several national-level research projects, including the extraction and analysis of adaptive elements for global heatwave disasters 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 well-being. Through interdisciplinary research methods, I aim to explore the potential of artificial intelligence in solving practical social problems, hoping to contribute to 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：
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 Introduction to Secondary Major in Innovation and Entrepreneurship
Exchange Program：
Tsinghua University · Xinya College
Bachelor of Engineering in Intelligent Engineering and Creative Design (CDIE) (Fall Semester Exchange Student) | 2025.09 - 2026.01
Course content to be updated
Joint Training：
Tsinghua University Tsien Excellence in Engineering Program - Shenzhen X-Institute
Social Innovation Track · Zero One Scholar | 2024.06 - 2028.06
- Core Courses: Enhanced Student Research Training (ESRT), Open Research and Innovation Challenges (ORIC), Senior Undergraduate Research Fellow (SURF)
For details, please refer to: Tsinghua University Tsien Excellence in Engineering Program & Shenzhen X-Institute Tiered Training Program
Visiting Research：
Shenzhen Medical Academy of Research and Translation (SMART) · Institute of Biological Structure and Interaction (IBABI)
Mingxu Hu Research Group · Visiting Student | 2025.06 - 2025.07
- Research Focus: Cryo-Electron Microscopy, Biological Structures, Spatiotemporal Sequences, Multimodal Deep Learning
Associate Degree：
Hong Kong Community College, The Hong Kong Polytechnic University · Division of Science, Engineering and Health Studies
Associate in Statistics and Data Science | 2023.09 - 2024.08
Secondary Education：
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.
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.
Xu Wang*, Yiquan Wang*, Tin-Yeh Huang*. (2025). Crypto-ncRNA: Non-coding RNA (ncRNA) Based Encryption Algorithm. ICLR 2025 Workshop.
Note: * indicates corresponding author
🎓 Academic Participation
Journal Reviewer
- F1000 Research 🔗 Review Record
🔬 Research Projects (Public)
Extraction and Analysis of Global Heatwave Disaster Adaptive Elements Based on Multimodal BERT Models
Project Type: 2024 Chinese Academy of Sciences University Student Innovation Practice Training Program (National Project) | Duration: 2024.11 - Ongoing
Research Content: This research integrates text, image, and structured data based on multimodal BERT models, enabling precise identification of 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 Yong Ge (Institute of Geographic Sciences and Natural Resources Research, CAS, Distinguished Young Scholar)
Research on Elderly Companionship Issues Based on AI Digital Twin Technology
Project Type: Tsinghua University Tsien Program ESRT | Duration: 2024.12 - Ongoing
Research Content: This project centers on AI digital twin technology, aiming to alleviate the lack of emotional companionship for elderly people in the context of China's aging population, while bridging the digital divide for seniors and enhancing AI practical capabilities for primary and secondary school students. The project is implemented jointly by Shenzhen X-Institute and ByteDance, among other institutions, divided into preparation, execution, and promotion phases. It plans to enhance intergenerational communication through students creating personalized digital twins for elderly people, exploring application scenarios of AI large models in social welfare fields.
Supervisor: Min Tang (Former Counselor of the State Council)
Shenzhen Medical Academy of Research and Translation/Shenzhen Bay Laboratory Joint Summer Research Program 2025.07-2025.09
Tsinghua University Tsien Excellence in Engineering Program & Shenzhen X-Institute — Zero One Scholar (Long-term Training) 2024.06-2028.06
Brown University 2025 AI Winter School (AI Winter School 2025 - CFPU/Brown University Department of Physics) 2025.01
Tsinghua University Tsien Excellence in Engineering Program & Shenzhen X-Institute 2024 X-Challenge Disruptive Innovation Challenge Camp 2024.07-2024.08
Tsinghua University Tsien Excellence in Engineering Program & Shenzhen X-Institute 2023 Shenzhen X-Institute International Summer School 2024.07-2024.08
Research and Study Experience
Internship Experience
Home Affairs Department, Government of the Hong Kong Special Administrative Region
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 Centre
Data Science & AI Student Research Intern
2024.10 - Present
Knowledge Transfer and Entrepreneurship Office, The Hong Kong Polytechnic University
PolyVentures Student Assistant
2024.10 - Present
School of Professional Education and Executive Development, The Hong Kong Polytechnic University
Division of Science, Engineering and Health Studies Student Assistant
2024.03 - 2025.04
Imperial Hotel (Hong Kong)
Accounting & Information Technology 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 People's Republic of China and 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, The Hong Kong Polytechnic University
2025.02 - Present
Student Representative for Associate in Statistics and Data Science, Division of Science, Engineering and Health Studies, School of Professional Education and Executive Development, The Hong Kong Polytechnic University
2024.10
Honors and Awards
🏆 Scholarships
- Department of Industrial and Systems Engineering Non-JUPAS Admission Scholarship, The Hong Kong Polytechnic University 2024.10
- Overseas Exchange Scholarship, School of Professional Education and Executive Development, The Hong Kong Polytechnic University 2024.06
🎖️ Awards
- Most Academic Award, X-Institute 2023.07
📜 Professional Certifications
- Microsoft Certified: Azure AI Fundamentals 2021.12
- Advanced Level Certificate in Mathematics Enrichment Programme, The Hong Kong Polytechnic University 2021.12