Personal profile
Author IDs
ORCID iD: 0000-0002-5774-7557
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 7 Affordable and Clean Energy
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Collaborations from the last five years
Research output
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A Collaborative Neurodynamic Algorithm for Quadratic Unconstrained Binary Optimization
Li, H. & Wang, J., Feb 2025, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 9, 1, p. 228-239 12 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
6 Link opens in a new tab Citations (Scopus) -
A Collaborative Neurodynamic Optimization Algorithm Based on Boltzmann Machines and 2-Opt Heuristic for Solving the Traveling Salesman Problem
Li, H. & Wang, J., 2025, 2025 17th International Conference on Advanced Computational Intelligence (ICACI). IEEE, p. 1-8 8 p. (International Conference on Advanced Computational Intelligence, ICACI).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
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Bi-clustering of Binary Data via Neurodynamics-driven Binary Matrix Factorization
Li, H. & Wang, J., 2025, 2025 13th International Conference on Intelligent Control and Information Processing (ICICIP). IEEE, p. 90-97 (International Conference on Intelligent Control and Information Processing, ICICIP).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
1 Link opens in a new tab Citation (Scopus) -
Binary matrix factorization via collaborative neurodynamic optimization
Li, H., Wang, J., Zhang, N. & Zhang, W., Aug 2024, In: Neural Networks. 176, 106348.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
5 Link opens in a new tab Citations (Scopus) -
Capacitated Clustering via Majorization-Minimization and Collaborative Neurodynamic Optimization
Li, H. & Wang, J., May 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 5, p. 6679-6692 14 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
12 Link opens in a new tab Citations (Scopus)
Prizes
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Outstanding Academic Performance Award for Research Degree Students (non UGC-funded students)
LI, H. (Recipient), 16 Aug 2024
Prize: RGC 64B - Prizes and awards
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Outstanding Academic Performance Award for Research Degree Students (non UGC-funded students)
LI, H. (Recipient), 16 Aug 2023
Prize: RGC 64B - Prizes and awards
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Institutional Research Tuition Scholarship
LI, H. (Recipient), 1 Sept 2023
Prize: RGC 64B - Prizes and awards
Thesis
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Collaborative Neurodynamic Approaches to Data Processing
LI, H. (Author), WANG, J. (Supervisor), ZHANG, Q. (Co-supervisor) & TAN, K. C. (Co-supervisor), 27 Dec 2024Student thesis: Doctoral Thesis