Personal profile
Author IDs
ORCID iD: 0000-0001-5769-6035
Scopus Author ID: 57209660921
Google Scholar Profile: OEVweuQAAAAJ
Impact
Qualifications/Experiences
Educational:
- 2018 - 2022, University of Pennsylvania, PhD in Architecture
- 2016 - 2017, University of California, Berkeley, Master of Architecture
- 2011 - 2016, Shanghai Jiao Tong University, Bachelor of Architecture
Professional:
- City University of Hong Kong, 12/2022 – present, Assistant Professor, Director of Architectural Intelligence Group
- City University of Hong Kong, 10/2025 – present, Director of AI Fabrication Lab
- City University of Hong Kong, 08/2023 – present, Associate Program Leader (Master of Architecture)
- City University of Hong Kong, 08/2023 – 08/2025, Associate Program Leader (BSc Architecture and Surveying)
- Shanghai Jiao Tong University, 11/2024 – present, Member of the Council of the Hong Kong Alumni Association
- Shanghai Jiao Tong University, 09/2020 – 08/2021, Teaching Fellow
- Glodon Company Limited, 09/2020 – 03/2021, Senior Consultant
- University of Pennsylvania, 08/2019 – 12/2020, Lecturer
- Tongji University, 06/2019 – 07/2024, Workshop Tutor
- Tsinghua University, 09/2017 – 04/2018, Research Assistant
- University of California, Berkeley, 01/2017 – 08/2017, Research Assistant
Biography
Prof. Dr. Hao Zheng currently serves as an Assistant Professor, and the Associate Program Leader of the Master of Architecture Program, at the Department of Architecture and Civil Engineering, City University of Hong Kong. He is also the director of the Architectural Intelligence Group and the AI Fabrication Lab. He graduated from the Ph.D. program at the University of Pennsylvania, specializing in machine learning, AI-generated content, data-driven design, and big data analysis. He holds a Master of Architecture degree from the University of California, Berkeley, and Bachelor of Architecture and Arts degrees from Shanghai Jiao Tong University. Previously, Hao worked as a research assistant at Tsinghua University and UC Berkeley with a concentration on robotic assembly, machine learning, and bio-inspired 3D printing. His teaching experience includes: workshop tutor at Tongji University; lecturer at the University of Pennsylvania; teaching fellow at Shanghai Jiao Tong University. Also, Hao serves as the co-organizer and reviewer for international conferences of ACADIA, CAADRIA, CDRF, and more than 40 SCI/SSCI/AHCI journals. His publication includes around 80 papers with more than 30 SCI/SSCI/AHCI journal articles and the cover paper in Advanced Science. In addition, Hao has led development and research projects with a total amount of 750,000 USD, and won multiple research and teaching awards. He has taught more than 40 courses, supervised more than 10 doctoral students, and been invited to give more than 120 speeches at international conferences and academic organizations. He also served as the editor for journals, the member of academic societies, and the expert consultant for listed companies, etc.
Editor or Editorial Membership
- Journal Editor:
Building and Environment (SCI)
Architectural Intelligence
Perspectives in Architecture and Urbanism
- Grant and Award Reviewer:
Natural Sciences and Engineering Research Council of Canada (NSERC) - Discovery Grant
Austrian Science Fund (FWF) - FWF ASTRA Awards
The University of Hong Kong (HKU) - Special Projects Fund
VinFuture Foundation of Vietnam - VinFuture Prize
The Acoustical Society of China - National Soundscape Design Competition
- Conference Organizer:
Association for Computer Aided Design in Architecture (ACADIA2022)
Asian Smart Cities Network and Digital Twin Symposium (ASCNDTS2023)
International Conference on Construction Engineering and Project Management (ICCEPM2024)
Computational Design and Robotic Fabrication (CDRF 2024)
International Conference on Computational Design (CCD 2024)
Computer Aided Architecture Design Futures (CAAD Futures 2025)
Cold Climate HVAC & Energy 2025
- Membership:
The Association for Computer Aided Design in Architecture
Education and Research in Computer Aided Architectural Design in Europe
The Association for Computer-Aided Architectural Design Research in Asia
The Computational Design Academic Committee of the Architectural Society of China
DigitalFUTURES
- Reviewer:
Sustainable Cities and Society (SCI)
Automation in Construction (SCI)
Journal of Cleaner Production (SCI)
Building and Environment (SCI)
Developments in the Built Environment (SCI)
Engineering Applications of Artificial Intelligence (SCI)
Advanced Engineering Informatics (SCI)
Neural Networks (SCI)
Journal of Building Engineering (SCI)
Journal of Computational Design and Engineering (SCI)
Computer-Aided Design (SCI)
International Journal of Digital Earth (SCI)
International Journal of Intelligent Systems (SCI)
World Journal of Gastroenterology (SCI)
Displays (SCI)
Buildings (SCI)
Sensors (SCI)
Energies (SCI)
Biomimetics (SCI)
Applied Sciences (SCI)
Data (SCI)
Electronics (SCI)
IEEE Access (SCI)
PeerJ Computer Science (SCI)
Cybernetics and Systems (SCI)
Electronic Research Archive (SCI)
Computers, Materials & Continua (SCI)
Computer Modeling in Engineering & Sciences (SCI)
PLoS One (SCI)
Environmental Engineering and Management Journal (SCI)
Imaging Science Journal (SCI)
Results in Engineering (SCI)
SoftwareX (SCI)
Sustainability (SCI) (SSCI)
Cities (SSCI)
Habitat International (SSCI)
Computers, Environment and Urban Systems (SSCI)
Journal of Urban Technology (SSCI)
Transactions in GIS (SSCI)
International Journal of Environmental Research and Public Health (SSCI)
Environment and Planning B: Urban Analytics and City Science (SSCI)
Journal of Asian Architecture and Building Engineering (SCI) (AHCI)
Frontiers of Architectural Research (AHCI)
International Journal of Architectural Computing (EI)
The Association for Computer Aided Design in Architecture (EI)
The Association for Computer-Aided Architectural Design Research in Asia (EI)
Computational Design and Robotic Fabrication (EI)
Computational Design Symposium and Annual Conference
SIGGRAPH Asia
International Conference on Intelligent Computing in Engineering
International Conference on Construction Engineering and Project Management
Landscape Architecture Frontiers
Computational Urban Science
Technology | Architecture + Design
Journal of Infrastructure Intelligence and Resilience
Cubic Journal
Architectural Intelligence
Architecture
Routledge (book reviewer)
Patents
Zheng, Hao. A method and system for automatically generating apartment floor plans: ZL201910952689.0[P]. 2023-07-18.
Chen, Zong, Haixiu Liang, Hao Zheng, Lei Jiang, and Zexuan Lin. Building atmosphere evaluation methods, systems, equipment and media based on the improved VGG16 model: ZL202410061106.6[P]. 2024-05-17.
Ni, Yang, Jin Wei, and Hao Zheng. A decision-making method for low-carbon building design in hot summer and warm winter areas based on GAN and GA: ZL202410485368.5[P]. 2024-07-26.
Ni, Yang, Jin Wei, and Hao Zheng. A computational decision support method and system for adaptive architectural cavity design: ZL202411207995.9[P]. 2024-12-27.
Akbarzadeh, Masoud, and Hao Zheng. Methods, Systems, and Computer Readable Media for Generating Structural Forms Using Machine Learning: US20250028871A1[P]. 2025-1-23.
Wei, Jin, Yang Ni, and Hao Zheng. Multi-objective optimization method for university campus planning and design based on cGAN and NSGA-II: ZL202411814738.1[P]. 2025-4-4.
Wei, Jin, Hao Zheng, Haixiu Liang, Kai Liu, Man Yuan, and Shi Yin. Embodied perception evaluation method and system for campus green space based on multimodal learning: ZL202510358454.4[P]. 2025-5-30.
Ni, Yang, Jianhe Luo, Haida Tang, Hao Zheng, Yue Qiu, and Jin Wei. A multimodal fusion method for evaluating natural ventilation in tall atriums of exhibition buildings: ZL202510901801.3[P]. 2025-9-5.
Wei, Jin, Yang Ni, Xiao Liu, Haixiu Liang, Kai Liu, and Hao Zheng. A method and system for intelligent assessment of outdoor thermal comfort mediated by psychological state: ZL202511159670.2[P]. 2025-11-4.
Wei, Jin, Yang Ni, Mengren Deng, and Hao Zheng. A method for optimizing the layout of small green spaces for all ages based on spatiotemporal data models: ZL202511993633.1[P]. 2026-3-17.
Wei, Jin, Yang Ni, Xiao Liu, Jianhe Luo, and Hao Zheng. A method for assessing the synergistic restoration effects of campus building and landscape transition: ZL202610116979.1[P]. 2026-4-21.
Research Interests/Areas
- Machine Learning, Data Mining and Analysis, Prediction and Simulation;
- AI-Generated Content (AIGC), Creative AI, AI Designer;
- Data-Driven Design, Computational Design, Parametric Design;
- Big Data Analysis, Urban Modeling, Urban Form-Finding.
Teaching
- Undergraduate Course:
2021 Spring - ME903 - Shanghai Jiao Tong University - Innovative Thinking and Modern Design
2023 Spring - CA3686 - City University of Hong Kong - Construction Contract and Management
2023 Spring - CA29506 - City University of Hong Kong - Structural Systems and Materials
2023/2024/2025 Spring - CA3171 - City University of Hong Kong - Innovations in Construction Technology
2026 Fall - CA2343B - City University of Hong Kong - Architectural Design - Space Making
- Graduate Course:
2019/2020 Fall - ARCH710 - University of Pennsylvania - Contemporary Theory
2020 Spring - MADM26 - Macau University of Science and Technology - Special Topic in Design Rendering
2021 Spring - AR26003 - Shanghai Jiao Tong University - Parametric Design and Digital Construction
2023/2024/2025/2026 Fall - CA5563 - City University of Hong Kong - Advanced Digital Construction
2024 Spring - CA6241- City University of Hong Kong - Geographic Data Management and Planning Analysis
2024/2025 Fall - CA5201 - City University of Hong Kong - Advanced Architectural Design Studio: Digital Architecture
2025/2026/2027 Spring - CA5203 - City University of Hong Kong - Research Methods & Thesis Development Seminar in Architecture
2025 Fall - CA6302 - City University of Hong Kong - Theory and Criticism of Architecture
2026/2027 Spring - CA6701 - City University of Hong Kong - Advanced Topics in Computational Design
- Workshop:
2019/2020/2021/2022/2023/2024 - Tongji University - DigitalFUTURES Summer Workshop
2021 - Hefei University of Technology - Summer Workshop
- Undergraduate Thesis:
Class of 2021 - Shanghai Jiao Tong University - Transportation Architecture Joint Graduation Design
Class of 2023/2024 - City University of Hong Kong - Final Year Project
Class of 2024/2025 - City University of Hong Kong - Final Year Design Research Project
- Graduate Thesis:
Class of 2021/2022 - Shanghai Jiao Tong University - Dissertation
Class of 2024/2025/2026/2027 - City University of Hong Kong - Dissertation
Class of 2026 - City University of Hong Kong - Architectural Design Studio
- Ph.D.:
2024 (graduated) - Zhe Lai - Co-advising with South China University of Technology & City University of Hong Kong
2026 - Keke Li - Co-advising with Tongji University & City University of Hong Kong
2027 - Yinghua Ji - City University of Hong Kong
2027 - Jiaxuan Zhu - City University of Hong Kong
2027 - Nai Wei - Co-advising with Tongji University & City University of Hong Kong
2028 - Pei Xu - City University of Hong Kong
2028 - Jianru Yang - Co-advising with East China Normal University & City University of Hong Kong
2029 - Youran Gu - City University of Hong Kong
- Teaching Awards:
Recognition of Outstanding Teaching Performance (Top 5%) in Semester A, 2023/24 - City University of Hong Kong
Recognition of Outstanding Teaching Performance (Top 5%) in Semester A, 2025/26 - City University of Hong Kong
- Teaching Exhibition:
2025.05.24 - 2025.06.01, “Year-end Show 2025”, hosted by the City University of Hong Kong
2024.06.11 - 2024.06.19, “Year-end Show 2024”, hosted by the City University of Hong Kong
2024.04.22 - 2024.06.28, “Notre–Dame (Re)births”, hosted by the Consulate General of France in Hong Kong and Macau
2023.06.08 - 2023.06.17, “Year-end Show 2023”, hosted by the City University of Hong Kong
- Research Awards:
Zheng, Hao. Final Student Recognition Award. University of California, Berkeley. 2017-03-03.
Zheng, Hao. Student Scholarship Award. Association for Computer Aided Design in Architecture (ACADIA). 2018-10-20.
Zheng, Hao. Best Presentation Award. Digital Futures Annual Conference. 2019-07-08.
- Research Exhibition:
2025.12.16 - 2026.01.24, “Hong Kong & Shenzhen Bi-City Biennale of Urbanism/Architecture (UABB) 2025”, hosted by the Hong Kong Institute of Architects (HKIA)
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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SDG 8 Decent Work and Economic Growth
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SDG 9 Industry, Innovation, and Infrastructure
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SDG 11 Sustainable Cities and Communities
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SDG 12 Responsible Consumption and Production
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SDG 13 Climate Action
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SDG 15 Life on Land
Fingerprint
- 1 Similar Profiles
Collaborations from the last five years
Research output
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A GAN-based framework for predicting pedestrian road safety based on land use and Points of Interest (POIs)
Qiao, W. & Zheng, H., Jul 2026, In: Accident Analysis and Prevention. 232, 32 p., 108531.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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A multi-AI approach to predicting municipal solid waste generation and recycling demand in Hong Kong
Xu, P. & Zheng, H., 15 Jan 2026, In: Resources, Conservation and Recycling. 225, 23 p., 108590.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
2 Link opens in a new tab Citations (Scopus) -
Combining machine learning and adaptive large neighbourhood search for optimizing urban land use to reduce urban land surface temperature
Chen, J. & Zheng, H., Jan 2026, In: Journal of Computational Design and Engineering. 13, 1, p. 190-216 27 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open AccessFile1 Downloads (CityUHK Scholars) -
Modeling hiking speed via interpretable machine learning: Uncovering nonlinear impacts of multidimensional environmental factors
Huang, H., Tsou, J. Y., Zheng, H., Ma, R., Shi, H. & Zhang, B., Jul 2026, In: Applied Geography. 192, 28 p., 104052.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open Access -
Performance Prediction of AI-Generated Architectural Layout Design: Using Daylight Performance of Residential Floorplans as an Example
Hu, X., Zheng, H. & Lai, D., 2026, AI for Architecture: Proceedings of the 5th International Conference on Computational Design (CCD 2024). Fu, J., Zong, X. & Yuan, P. F. (eds.). Singapore: Springer , p. 40-56 17 p. (Computational Design and Robotic Fabrication).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 12 - Chapter in an edited book (Author) › peer-review
Open AccessFile2 Downloads (CityUHK Scholars)
Projects
- 1 Finished
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DON_RMG: Predicting the Residential Environment Preferences of Different Age and Gender Groups in Hong Kong through Machine Learning - RMGS
ZHENG, H. (Principal Investigator / Project Coordinator)
1/06/23 → 28/07/25
Project: Research
Prizes
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Recognition of Outstanding Teaching Performance in Semester A, 2025/26
ZHENG, H. (Recipient), Jan 2026
Prize: RGC 64B - Prizes and awards
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Recognition of Outstanding Teaching Performance in Semester A, 2023/24
ZHENG, H. (Recipient), Feb 2024
Prize: RGC 64B - Prizes and awards
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Best Presentation - Digital Futures 2019
ZHENG, H. (Recipient), Jul 2019
Prize: RGC 64B - Prizes and awards
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Student Scholarship Award - ACADIA 2018
ZHENG, H. (Recipient), Oct 2018
Prize: RGC 64B - Prizes and awards
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Final Student Recognition Award - 2017 Berkeley Circus Exhibition
ZHENG, H. (Recipient), Mar 2017
Prize: RGC 64B - Prizes and awards
Impacts
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Hong Kong & Shenzhen Bi-City Biennale of Urbanism/Architecture (UABB) 2025 Exhibition
ZHENG, H. (Participant)
Impact: Cultural impacts
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Press/Media
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Natural structures can give rise to stronger, lighter systems
18/07/23
1 item of Media coverage
Press/Media: Press / Media
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万字长文,探索建筑智能前沿
28/11/18 → 7/12/21
1 item of Media coverage, 9 Media contributions
Press/Media: Press / Media
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Invited Lecture - Architecture + AI: Where the Future Stands
ZHENG, H. (Speaker)
17 Dec 2025Activity: Talk/lecture or presentation › Talk/lecture
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Invited Lecture - AI-enabled Urban Morphology Research and Urban Design
ZHENG, H. (Speaker)
4 Dec 2025Activity: Talk/lecture or presentation › Talk/lecture
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Invited Lecture - Discipline Development and Teaching Innovation
ZHENG, H. (Speaker)
4 Dec 2025Activity: Talk/lecture or presentation › Talk/lecture
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Invited Lecture - AI-enabled Architectural Analysis and Generative Design
ZHENG, H. (Speaker)
3 Dec 2025Activity: Talk/lecture or presentation › Talk/lecture
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Invited Lecture - AI + Architecture: Combining Engineering and Art
ZHENG, H. (Speaker)
8 Nov 2025Activity: Talk/lecture or presentation › Talk/lecture
Supervised Students
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Miss Yinghua JI, 紀英華
- Department of Architecture and Civil Engineering - P/T Research Assistant
Person: P/T Research Assistant, Doctor of Philosophy (Student)
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Ms. Nai WEI, 韋耐
- Department of Architecture and Civil Engineering - Research Assistant
Person: Doctor of Philosophy (Student), Research Assistant