Prof. CHEN Minghua (陳名華)
Research Output
- 2025
- Published
Methods for Online Peak-Demand Reduction of Large-Load Users with Energy Storage Discharging
CHEN, M. (Inventor), QIN, S. J. (Inventor), MO, Y. (Inventor) & LIN, Q. (Inventor), 4 Mar 2025, Patent No. US 12,243,112, Priority No. 17/650,089Research output: Patents, Agreements and Assignments › RGC 51 - Patents (CityUHK)
- 2024
- Online published
Minimizing Emission for Timely Heavy-Duty Truck Transportation
Su, J., Zhou, R., Liu, Q., Xu, W., Chen, M. & Zeng, H., 16 Dec 2024, (Online published) In: IEEE Transactions on Intelligent Transportation Systems.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
Unsupervised Learning for Solving AC Optimal Power Flows: Design, Analysis, and Experiment
Huang, W., Chen, M. & Low, S. H., Nov 2024, In: IEEE Transactions on Power Systems. 39, 6, p. 7102-7114Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 7 - Accepted/In press/Filed
Generative Learning for Financial Time Series with Irregular and Scale-Invariant Patterns
CHEN, M. (Inventor), QIAO, X. (Inventor) & HUANG, H. (Inventor), 29 Jul 2024, (Accepted/In press/Filed) Priority No. 18/786,698Research output: Patents, Agreements and Assignments › RGC 51 - Patents (CityUHK)
- Published
Deep Learning-based Optimal Power Flow Solution with Applications to Operating Electrical Power Systems
CHEN, M. (Inventor), HUANG, W. (Inventor) & PAN, X. (Inventor), 2 Jul 2024, Patent No. US12,027,852 B2, Priority No. 17/448,537Research output: Patents, Agreements and Assignments › RGC 51 - Patents (CityUHK)
- Published
Characterizing ResNet's Universal Approximation Capability
Liu, C., Liang, E. & Chen, M., Jul 2024, Proceedings of the 41st International Conference on Machine Learning. Salakhutdinov, R., Kolter, Z., Heller, K., Weller, A., Oliver, N., Scarlett, J. & Berkenkamp, F. (eds.). ML Research Press, p. 31477-31515 (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
- Published
Generative Learning for Financial Time Series with Irregular and Scale-Invariant Patterns
Huang, H., Chen, M. & Qiao, X., May 2024, The Twelfth International Conference on Learning Representations. International Conference on Learning Representations, ICLR, 21 p. (International Conference on Learning Representations).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 5 - Published
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
Scopus citations: 2 - Accepted/In press/Filed
Carbon Footprint Optimized Timely E-Truck Transportation
CHEN, M. (Inventor), SU, J. (Inventor) & LIN, Q. (Inventor), 8 Feb 2024, (Accepted/In press/Filed) Priority No. 18/436,350Research output: Patents, Agreements and Assignments › RGC 51 - Patents (CityUHK)
- Published
A Unified Deep Neural Network for Solving AC OPF in Expanding and Multiple Networks
Liang, H., Zhao, C. & Chen, M., 2024, 2024 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm). Institute of Electrical and Electronics Engineers, Inc., p. 575-580 (IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, SmartGridComm).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
Competitive Online Age-of-Information Optimization for Energy Harvesting Systems
Lin, Q., Su, J. & Chen, M., 2024, IEEE INFOCOM 2024 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers, Inc., p. 901-910 (Proceedings - IEEE INFOCOM).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 2 Preface
Zhan, Z., Yang, Y., Rao, H., Latifi, S., Chen, M., Corchado, J. M. & Huang, S. & 29 others, , 2024, Proceedings of International Conference on Algorithms, Software Engineering, and Network Security (ASENS 2024) . New York, NY: Association for Computing Machinery, p. xii-xiii (ACM International Conference Proceeding Series).Research output: Chapters, Conference Papers, Creative and Literary Works › Foreword/preface/postscript
- Published
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
- Published
Safety Deep Reinforcement Learning Approach to Voltage Control in Flexible Network Topologies
Deng, Y., Zhou, M., Chen, M. & Yang, Z., 2024, Proceedings of the 3rd Conference on Fully Actuated System Theory and Applications. Institute of Electrical and Electronics Engineers, Inc., p. 395-400 (Proceedings of the Conference on Fully Actuated System Theory and Applications, FASTA).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- 2023
- Published
Minimizing Carbon Footprint for Timely E-Truck Transportation: Hardness and Approximation Algorithm
Su, J., Lin, Q., Chen, M. & Zeng, H., Dec 2023, 2023 62nd IEEE Conference on Decision and Control (CDC). Institute of Electrical and Electronics Engineers, Inc., p. 7773-7778 (Proceedings of the IEEE Conference on Decision and Control).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Accepted/In press/Filed
A Deep Learning-Based Approach For Solving Optimal Power Flow Problems With Flexible Topology
CHEN, M. (Inventor) & ZHOU, M. (Inventor), 5 Jul 2023, (Accepted/In press/Filed) Priority No. 18/346,923Research output: Patents, Agreements and Assignments › RGC 51 - Patents (CityUHK)
- Published
Low Complexity Homeomorphic Projection to Ensure Neural-Network Solution Feasibility for Optimization over (Non-)Convex Set
Liang, E., Chen, M. & Low, S. H., Jul 2023, Proceedings of the 40th International Conference on Machine Learning. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). p. 20623-20649 (Proceedings of Machine Learning Research; vol. 202).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 6 - Published
Follow the Sun and Go with the Wind: Carbon Footprint Optimized Timely E-Truck Transportation
Su, J., Lin, Q. & Chen, M., Jun 2023, Proceedings of the 14th ACM International Conference on Future Energy Systems. Association for Computing Machinery (ACM), p. 159–171Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 5 - Published
Ensuring DNN Solution Feasibility for Optimization Problems with Linear Constraints
Zhao, T., Pan, X., Chen, M. & Low, S. H., May 2023, The Eleventh International Conference on Learning Representations. International Conference on Learning Representations, ICLR, 13 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
Scopus citations: 8 - Published
Ride the Tide of Traffic Conditions: Opportunistic Driving Improves Energy Efficiency of Timely Truck Transportation
Xu, W., Liu, Q., Chen, M. & Zeng, H., May 2023, In: IEEE Transactions on Intelligent Transportation Systems. 24, 5, p. 4777-4793Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 5