Prof. CHEN Minghua (陳名華)

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Research Output

  1. 2025
  2. 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. 17/650,089

    Research output: Patents, Agreements and Assignments › RGC 51 - Patents (CityUHK)

    Check@CityULib
  3. 2024
  4. 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

    Check@CityULib
  5. 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. 7102-7114

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 7
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  6. 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. 18/786,698

    Research output: Patents, Agreements and Assignments › RGC 51 - Patents (CityUHK)

    Check@CityULib
  7. 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. 17/448,537

    Research output: Patents, Agreements and Assignments › RGC 51 - Patents (CityUHK)

    Check@CityULib
  8. 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

    Check@CityULib
  9. 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
    Check@CityULib
  10. 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
    Check@CityULib
  11. 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. 18/436,350

    Research output: Patents, Agreements and Assignments › RGC 51 - Patents (CityUHK)

    Check@CityULib
  12. 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

    Check@CityULib
  13. 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
    Check@CityULib

  14. Preface

    Zhan, Z., Yang, Y., Rao, H., Latifi, S., Chen, M., Corchado, J. M. & Huang, S. & 29 others, Zhao, W., Fournier-Viger, P., Varadarajan, V., Zhou, P., Luo, M., Chen, S., Abd Wahab, M. H., Hossain, M. D., Shrestha, S., Shehabat, I., Elahe, M. F., Ali, M. A., Calim, J., Xue, B., Murugesan, R. K., Abu Bakar, N. S. A., Siriweera, A. A., Placzek, B., Sarode, R., Grigorios, B., Maarop, N., Jakóbczak, D. J., Zhao, W., Nishidate, Y., Rahim, M. A., Alam, M. M., Nguyen, T. V., Saxena, D. & Le, H., 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

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  15. 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

    Check@CityULib
  16. 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

    Check@CityULib
  17. 2023
  18. 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

    Check@CityULib
  19. 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. 18/346,923

    Research output: Patents, Agreements and Assignments › RGC 51 - Patents (CityUHK)

    Check@CityULib
  20. 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
    Check@CityULib
  21. 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. 159–171

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

    Scopus citations: 5
    Check@CityULib
  22. 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
    Check@CityULib
  23. 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. 4777-4793

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 5
    Check@CityULib
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