Research output per year
Research output per year
Personal profile
Author IDs
Scopus Author ID: 57219797345
Impact
Qualifications (Brief)
MSc(NUS), PhD(NUS)
Biography
Prof. Li currently serves as a Research Assistant Professor at the Department of Data Science at CityUHK through the GRAP scheme. He obtained his B.Sc. from the College of Electronic Science and Engineering at Jilin University, followed by an M.Sc. in Electrical & Computer Engineering from the National University of Singapore, and a Ph.D. in Industrial System Engineering. His research spans 3D computer vision, deep geometry learning, and trustworthy AI, with over 10 research publications featured in prestigious AI conferences and journals, including ICCV, CVPR, ECCV, AAAI, and NeurIPS. Several of his works have been nominated for oral presentations. Prof. Li has been involved in several research projects, such as the AI Singapore, and is currently engaged in a long-term biomedicine AI project focusing on metabolomic mass spectrometry analysis.
Research Interests/Areas
- 3D Computer Vision
- Deep Learning
- Trustworthy AI / Adversarial Learning
- Mass Spectrum Analysis
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 11 Sustainable Cities and Communities
Fingerprint
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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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Causal Self-Supervised Pretrained Frontend with Predictive Patterns for Speech Separation
Wang, W., Pan, Z., Li, X., Wang, S. & Li, H., 2026, In: IEEE Transactions on Audio, Speech and Language Processing. 34, p. 311-323 13 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
1 Link opens in a new tab Citation (Scopus) -
CMFA: Cross-model feature alignment for transferable 3D adversarial attacks
Chen, J., Li, X., Li, C. & Li, T., 14 Sept 2026, In: Neurocomputing. 694, 133880.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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LoGA-Attack: Local geometry-aware adversarial attack on 3D point clouds
Yuan, J., Chen, J., Li, C., Alonso, P., Li, X. & Li, T., Feb 2026, In: Image and Vision Computing. 166, 11 p., 105871.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
1 Link opens in a new tab Citation (Scopus) -
OmniRoam: World Wandering via Long-Horizon Panoramic Video Generation
LIU, Y., LIN, X., LI, X., YANG, B., WANG, C., SUNKAVALLI, K., HOLD-GEOFFROY, Y., TAN, H., ZHANG, K., XIE, X. (Co-last Author), SHI, Z. (Co-last Author) & HU, Y. (Co-last Author), Jul 2026, Proceedings - SIGGRAPH 2026 Conference Papers. Association for Computing Machinery, 34. (Proceedings - SIGGRAPH Conference Papers).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open AccessFile -
Controllable 3D Outdoor Scene Generation via Scene Graphs
Liu, Y., Li, X., Zhang, Y., Qi, L., Li, X., Wang, W., Li, C., Li, X. (Co-last Author) & Yang, M.-H. (Co-last Author), Oct 2025, 2025 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE, p. 28052-28062 11 p. (Proceedings of the IEEE International Conference on Computer Vision).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access
Projects
- 1 Active
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STDSP-YP-CRI: Backdoor Threats in 3D Scene Generation for Autonomous Driving: Analysis and Defense
LI, X. (Principal Investigator / Project Coordinator), LI, T. (Co-Investigator) & MENG, J. (Co-Investigator)
1/01/26 → …
Project: Research
Prizes
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Bronze Medal at the 50th International Exhibition of Inventions Geneva
BOEY, F. (Recipient), LI, X. (Recipient), Goh, C. F. (Recipient), YEO, V. (Recipient) & GAO, Y. (Recipient), Apr 2025
Prize: RGC 64B - Prizes and awards
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Thailand Award for The Best International Invention & Innovation and Gold medal, Silicon Valley International Invention Festival (2025)
BOEY, F. (Recipient), Chiang, C. (Recipient), LI, X. (Recipient), Goh, C. F. (Recipient), YEO, V. (Recipient) & GAO, Y. (Recipient), 2025
Prize: RGC 64B - Prizes and awards
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Gold Award at the 4th Asia Exhibition of Innovations and Inventions (AEII)
BOEY, F. (Recipient) & LI, X. (Recipient), 6 Dec 2024
Prize: RGC 64B - Prizes and awards
Press/Media
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人工智慧呼吸分析儀榮獲「第四屆亞洲創新發明展覽會-香港」金獎
LI, X. & BOEY, F.
10/12/24 → 18/02/25
2 items of Media coverage
Press/Media: Press / Media
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CityUHK excels at the 50th International Exhibition of Inventions of Geneva with 33 awards
WU, X., DONG, Z., JIANG, C., LO, P. C., WANG, M., LIU, C., WANG, T., CHERNG, S. J., HUQE, M. R., ZHOU, J., TANG, Q., WANG, L., HONG, J., LI, Y., YAN, H., ZUKERMAN, M., GUO, Z., XU, J., SUI, Y., KUO, W., HE, J., GAO, Y., HUANG, L., LIM, C. K., LU, J., ZHU, Z., BOEY, F., CHEN, T. H., LIU, W., CHUNG, S. H. H., TANG, H. T., HO, J. C. Y., CHEN, D., QUAN, Q., LAM, J., LE, Q., SHEN, J., LI, Y., ZHANG, C., LIU, Y., HUANG, R., LIU, S., ZHANG, B., CHEN, C., CHOW, K. T., XU, F., DOTSE, E., ZHAO, G., SHANG, J., FENG, S. P., WANG, W. T., CHUNG, C. C., ZAPIEN, J. A., LEUNG, K. H. M., ZHANG, Y., XIONG, W., LEUNG, T. K., ZHU, K., ZHANG, Z., CHEUNG, C. C. R., ZHANG, B., SONG, L., ZHU, G., ZHENG, Q., KHOO, B. L., LIAO, J., SUN, Y., CUCKER, F., LIN, S., WU, W., SUI, Z., DING, Z., LI, L., JIA, X., HE, X., REN, J., LI, X., LY, T. H., THI, Q. H., LEE, P. K. H., KWOK, C. K. & YEO, V.
14/04/25
9 items of Media coverage
Press/Media: Press / Media