Research output per year
Research output per year
Research output
Search results
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2024
Generative Learning for Solving Non-Convex Problem with Multi-Valued Input-Solution Mapping
Liang, E. & Chen, M., May 2024, 12th International Conference on Learning Representations, ICLR 2024. International Conference on Learning Representations, ICLR, 21 p. (International Conference on Learning Representations, ICLR).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access9 Link opens in a new tab Citations (Scopus) -
Homeomorphic Projection to Ensure Neural-Network Solution Feasibility for Constrained Optimization
Liang, E., Chen, M. & Low, S. H., Sept 2024, In: Journal of Machine Learning Research. 25, 329.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open AccessFile9 Link opens in a new tab Citations (Scopus)27 Downloads (CityUHK Scholars) -
ReLU Network with Width d + O (1) Can Achieve Optimal Approximation Rate
Liu, C. & Chen, M., 2024, Proceedings of the 41st International Conference on Machine Learning. ML Research Press, p. 30755-30788 (Proceedings of Machine Learning Research; vol. 235).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access -
2023
DeepOPF: A Feasibility-Optimized Deep Neural Network Approach for AC Optimal Power Flow Problems
Pan, X., Chen, M., Zhao, T. & Low, S. H., Mar 2023, In: IEEE Systems Journal. 17, 1, p. 673-683 11 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
153 Link opens in a new tab Citations (Scopus) -
DeepOPF-FT: One Deep Neural Network for Multiple AC-OPF Problems with Flexible Topology
Zhou, M., Chen, M. & Low, S. H., Jan 2023, In: IEEE Transactions on Power Systems. 38, 1, p. 964-967Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
50 Link opens in a new tab Citations (Scopus)