Research output per year
Research output per year
Personal profile
Author IDs
ORCID iD: 0000-0002-8723-8112
Scopus Author ID: 56593801800
Google Scholar Profile: 1xioat8AAAAJ
Impact
Qualifications (Brief)
B.Sc(UESTC), PhD(NTU, Singapore)
Biography
I am an assistant professor at Department of Electrical Engineering, City University of Hong Kong. Before that, I was a Wallenberg-NTU Presidential Postdoc Fellow in the Rapid-Rich Object Search Lab of Nanyang Technological University. I obtained my Ph.D. degree from NTU in 2018 supervised by Prof. Alex C. Kot, and the BSc degree from University of Electronic Science and Technology of China in 2013.
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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Collaborations from the last five years
Recent external collaboration based on locations. Dive into details by clicking on the dots or
Research output
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Learning Dynamic Graph Embeddings with Neural Controlled Differential Equations
Qin, T., Walker, B., Lyons, T., Yan, H. & Li, H., Feb 2026, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 48, 2, p. 2096 - 2103Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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MantleMark: Migrating Watermarks from Multi-View Images to Radiance Fields via Frequency Modulation
Luo, Z., Liu, J., Li, H., Rocha, A. & Wan, R., 2026, In: IEEE Transactions on Information Forensics and Security. 21, p. 256-271 16 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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Acoustic-Based Face Anti-Spoofing System and Method
KONG, C. (Inventor), ZHENG, K. (Inventor), LI, H. (Inventor) & WANG, S. (Inventor), 25 Feb 2025, Patent No. US12,235,945B2, Priority No. 18/057,259Research output: Patents, Agreements and Assignments › RGC 51 - Patents (CityUHK)
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A Novel AIoT-Based and User Behavior-Driven Dockless Bike-Sharing Management System for Chaotic Operations in a Condensed City
Ching, K. C. H., Jiang, C., Ching, H. C. W., Ng, S. K. P., Cheung, R. C. C., Li, H. & Lam, A. H. F., Dec 2025, In: IEEE Transactions on Intelligent Transportation Systems. 26, 12, p. 22728-22750Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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Clean-Label Attack on Face Authentication Systems Through Rolling Shutter Mechanism
Wang, Y. (Co-first Author), Li, H. (Co-first Author), Zhang, L., Hu, Y. & Kot, A. C., 2025, In: IEEE Signal Processing Letters. 32, p. 36-40Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
1 Citation (Scopus)
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DON: Research on Multimodal Large Language Models for Intelligent Photography Composition Guidance Agent
LI, H. (Principal Investigator / Project Coordinator)
1/01/26 → …
Project: Research
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DON_RMG: Research on Multimodal Large Language Models for Intelligent Photography Composition Guidance Agent - RMGS
LI, H. (Principal Investigator / Project Coordinator)
1/01/26 → …
Project: Research
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STF: Enhancing Motorcycle Public Roads Safety Sysytem
LI, H. (Principal Investigator / Project Coordinator), Wan, R. (Co-Principal Investigator), WANG, S. (Co-Principal Investigator) & YAN, H. (Co-Principal Investigator)
1/09/25 → …
Project: Research
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STDSP-GP-CRI: 面向可信任人工智能的虚假信息检测算法研究
LI, H. (Principal Investigator / Project Coordinator), 孔臣祺 (Co-Investigator) & 田兴 (Co-Investigator)
1/01/25 → …
Project: Research
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STDSP-CPPIU-CRI: 基于深度学习的全景图像特定牙位根管数量识别
沈妍欣 (Main Project Coordinator [External]), LI, H. (Principal Investigator / Project Coordinator), 刘玮 (Co-Investigator), 张馨月 (Co-Investigator) & 邓昊 (Co-Investigator)
1/01/25 → …
Project: Research
Prizes
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Stanford's Top 2% most highly cited scientists 2025
LI, H. (Recipient), Sept 2025
Prize: RGC 64B - Prizes and awards
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Stanford's top 2% most highly cited scientists 2024
LI, H. (Recipient), Sept 2024
Prize: RGC 64B - Prizes and awards
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Gold Medal at the 48th International Exhibition of Inventions Geneva
LI, H. (Recipient), WANG, S. (Recipient), KONG, C. (Recipient) & ZHENG, K. (Recipient), Apr 2023
Prize: RGC 64B - Prizes and awards
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Stanford's top 2% most highly cited scientists 2023
LI, H. (Recipient), Oct 2023
Prize: RGC 64B - Prizes and awards
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Press/Media
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CityU scientist among Top 50 AI+X Chinese Young Scholars
27/06/22
1 item of Media coverage
Press/Media: Press / Media
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CityU’s record-breaking showing at International Exhibition of Inventions Geneva
LAU, C., LEUNG, M. Y. K., HILL, F. I., PANG, S. W., LI, H., WANG, S., YU, X., LEI, D., LI, Y., WU, W., ZHU, Z., TSO, C. Y., ZHANG, W., TU, K. N., LIU, Y., NG, S. T. T., ZHAO, S., LEE, W. M., LAM, H. F., LUO, X., ZHANG, Z., ZHAO, X., YAN, H., XIE, M., ZHU, K., JING, X., HU, J., TSE, C. F. N., LU, J., LAM, H. W. M., LAM, H. W. R., HO, J. C. Y., DAOUD, W., KHOO, B. L., KWONG, T. W. S., LI, X., CHAN, C. H., LUK, K. M., CHU, P. K. H., LO, P. K. P. & ZHI, C.
29/04/23
7 items of Media coverage
Press/Media: Press / Media
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IEEE Transactions on Circuits and Systems for Video Technology (Journal)
LI, H. (Associate Editor)
2026 → …Activity: Publication peer-review and editorial work (RGC: 61) › RGC 61 - Journal editor
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IEEE Transactions on Information Forensics and Security (Journal)
LI, H. (Associate Editor)
2025 → …Activity: Publication peer-review and editorial work (RGC: 61) › RGC 61 - Journal editor
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Transactions on Machine Learning Research (Journal)
LI, H. (Academic Editor)
2024 → …Activity: Publication peer-review and editorial work (RGC: 61) › RGC 61 - Journal editor
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Tutorial on Trustworthy Machine Learning KDD 2023
LI, H. (Speaker)
2023Activity: Talk/lecture or presentation › Talk/lecture
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IJCAI-ECAI'22 Tutorial on Domain Generalization
LI, H. (Speaker)
Jul 2022Activity: Talk/lecture or presentation › Talk/lecture
Supervised Students
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Xinyu LUO, 羅新宇
Person: Doctor of Philosophy (Student)
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