Research output per year
Research output per year
Personal profile
Author IDs
ORCID iD: 0000-0002-5448-7219
Qualifications/Experiences
- Ph.D., City University of Hong Kong
- M.Sc., City University of Hong Kong
- B.Eng., Yanshan University
Research Interests/Areas
- Vector/Matrix/Tensor Restoration,
- Robust Signal Processing,
- Machine Learning,
- Deep Neural Networks,
- Image/Video Processing, Recommender System and Financial Market Prediction.
Teaching
- EE5410 Signal processing (TA), 2022~2023;
- EE3331 Probability Models in Information Engineering (TA), 2021~2022;
- EE4016 Engineering Applications of Artificial Intelligence (TA), 2021~2022;
- EE4016 Engineering Applications of Artificial Intelligence (TA), 2020~2021;
- EE5410 Signal processing (TA), 2020~2021;
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):
Related Links
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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
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Joint DOA Estimation and Distorted Sensor Detection
Wang, X.-Y., Li, X.-P., Huang, H. & So, H. C., 21 Mar 2025, (Online published) In: IEEE Transactions on Aerospace and Electronic Systems.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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Cardinality Constrained Portfolio Optimization via Alternating Direction Method of Multipliers
Shi, Z.-L., Li, X. P., Leung, C.-S. & So, H. C., Feb 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 2, p. 2901-2909 9 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open AccessFile14 Citations (Scopus)265 Downloads (CityUHK Scholars) -
Method And Electronic Device for Recovering Data Using Adaptive Rank-one Matrix Completion
WANG, Z. (Inventor), LI, X. (Inventor), SO, H. C. (Inventor) & Zoubir, Abdelhak M. (Inventor), 12 Nov 2024, Patent No. 12,141,037, Priority No. 17/560,201Research output: Patents, Agreements and Assignments › RGC 51 - Patents (CityUHK)
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One-Bit Target Detection in Colocated MIMO Radar with Colored Background Noise
Xiao, Y.-H., Ramírez, D., Huang, L., Li, X. P. & So, H. C., 2024, In: IEEE Transactions on Signal Processing. 72, p. 5274-5290Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
1 Citation (Scopus) -
Robust DOA Estimation with Distorted Sensors
Wang, X.-Y., LI, X.-P., Huang, H. & So, H. C., Oct 2024, In: IEEE Transactions on Aerospace and Electronic Systems. 60, 5, p. 5730-5741Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open AccessFile3 Citations (Scopus)57 Downloads (CityUHK Scholars)
Prizes
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Outstanding Academic Performance Award for Research Degree Students (non-local UGC-funded students)
LI, X. (Recipient), 16 Aug 2022
Prize: RGC 64B - Prizes and awards
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Outstanding Academic Performance Award for Research Degree Students (non-local UGC-funded students)
LI, X. (Recipient), 16 Aug 2021
Prize: RGC 64B - Prizes and awards
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Thesis
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Signal Recovery under Specific Conditions: from Sparse Vectors to Low-rank Matrices and Tensors
LI, X. (Author), SO, H. C. (Supervisor), 4 Nov 2022Student thesis: Doctoral Thesis