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 on country/territory level. Dive into details by clicking on the dots or
Research output
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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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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
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Deep Signature: Characterization of Large-Scale Molecular Dynamics
Qin, T., Zhu, M., Li, C., Lyons, T., Yan, H. & Li, H., Jun 2025, 13th International Conference on Learning Representations (ICLR 2025). International Conference on Learning Representations, ICLR, 18 p. (ICLR Proceedings).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
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Efficient nonlinear function approximation in analog resistive crossbars for recurrent neural networks
Yang, J., Mao, R., Jiang, M., Cheng, Y., Sun, P.-S. V., Dong, S., Pedretti, G., Sheng, X., Ignowski, J., Li, H., Li, C. & Basu, A., 2025, In: Nature Communications. 16, 1136.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open AccessFile1 Citation (Scopus)22 Downloads (CityUHK Scholars) -
Event Trojan: Asynchronous Event-Based Backdoor Attacks
Wang, R., Guo, Q., Li, H. & Wan, R., 2025, Computer Vision – ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part VII. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Cham: Springer , p. 315-332 (Lecture Notes in Computer Science; vol. 15065).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
1 Citation (Scopus)
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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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SRFS(HKSI): Assistive Video Analysis Systems for Enhanced Tracking of Players and Ball in Squash: Applications in Training and Competition
CHAN, H. M. (Principal Investigator / Project Coordinator), CHEUNG, R. T. H. (Co-Investigator) & LI, H. (Co-Investigator)
1/10/24 → …
Project: Research
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DON_RMG: Algorithmic Development for Data Preprocessing and Domain Adaptation in Advanced Driver-Assistance Systems - RMGS
LI, H. (Principal Investigator / Project Coordinator)
1/05/24 → …
Project: Research
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ITF: Reconfigurable Nonlinear In-memory Computations: A Pathway to Low-power, Recurrent Neural Networks
BASU, A. (Principal Investigator / Project Coordinator) & LI, H. (Co-Investigator)
1/09/23 → …
Project: Research
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ECS: Fighting AI-Camera-Captured Image Manipulation with AI-Enabled Solutions
LI, H. (Principal Investigator / Project Coordinator)
1/01/23 → …
Project: Research
Prizes
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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 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
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APSIPA Transactions on Signal and Information Processing (Journal)
LI, H. (Associate Editor)
2022 → …Activity: Publication peer-review and editorial work (RGC: 61) › RGC 61 - Journal editor
Supervised Students
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Xinyu LUO, 羅新宇
Person: Doctor of Philosophy (Student)