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ORCIDHailan Ma
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2020 – today
- 2024
[j7]Hailan Ma, Daoyi Dong, Ian R. Petersen, Chang-Jiang Huang, Guo-Yong Xiang:
Neural networks for quantum state tomography with constrained measurements. Quantum Inf. Process. 23(9): 317 (2024)- [c8]Zhenhong Sun
, Junyan Wang, Zhiyu Tan, Daoyi Dong, Hailan Ma, Hao Li, Dong Gong:
EGGen: Image Generation with Multi-entity Prior Learning through Entity Guidance. ACM Multimedia 2024: 6637-6645 - 2023
- [j6]Hailan Ma, Chang-Jiang Huang, Chunlin Chen, Daoyi Dong, Yuanlong Wang, Rebing Wu, Guo-Yong Xiang:
On compression rate of quantum autoencoders: Control design, numerical and experimental realization. Autom. 147: 110659 (2023) - [j5]Shouliang Hu, Hailan Ma, Daoyi Dong, Chunlin Chen:
Two-step robust control design of quantum gates via differential evolution. J. Frankl. Inst. 360(17): 13972-13993 (2023) - [j4]Hailan Ma, Daoyi Dong, Steven X. Ding, Chunlin Chen:
Curriculum-Based Deep Reinforcement Learning for Quantum Control. IEEE Trans. Neural Networks Learn. Syst. 34(11): 8852-8865 (2023) - [c7]Hailan Ma, Zhenhong Sun, Shuixin Xiao, Daoyi Dong, Ian R. Petersen:
Estimation of Quantum Channels Using Neural Networks. CDC 2023: 1195-1200 - [c6]Shumin Zhou, Hailan Ma, Sen Kuang, Daoyi Dong:
Guided Reward Design in Continuous Reinforcement Learning for Quantum Control. SMC 2023: 114-119 - [i9]Shumin Zhou, Hailan Ma, Sen Kuang, Daoyi Dong:
Auxiliary Task-based Deep Reinforcement Learning for Quantum Control. CoRR abs/2302.14312 (2023) - [i8]Hailan Ma, Zhenhong Sun, Daoyi Dong, Chunlin Chen, Herschel Rabitz:
Attention-Based Transformer Networks for Quantum State Tomography. CoRR abs/2305.05433 (2023) - [i7]Hailan Ma, Zhenhong Sun, Daoyi Dong, Dong Gong:
Learning Informative Latent Representation for Quantum State Tomography. CoRR abs/2310.00518 (2023) - 2022
- [j3]Qing Wei, Hailan Ma, Chunlin Chen, Daoyi Dong:
Deep Reinforcement Learning With Quantum-Inspired Experience Replay. IEEE Trans. Cybern. 52(9): 9326-9338 (2022) - 2021
- [j2]Daoyi Dong, Chuan-Cun Shu, Jiangchao Chen, Xi Xing, Hailan Ma, Yu Guo, Herschel Rabitz:
Learning Control of Quantum Systems Using Frequency-Domain Optimization Algorithms. IEEE Trans. Control. Syst. Technol. 29(4): 1791-1798 (2021) - [c5]Hailan Ma, Daoyi Dong, Ian R. Petersen:
On how neural networks enhance quantum state tomography with limited resources. CDC 2021: 4146-4151 - [c4]Shouliang Hu, Hailan Ma, Chunlin Chen:
A Guided Differential Evolution Algorithm for Control Design of Quantum Gates. SMC 2021: 3442-3447 - [i6]Qing Wei, Hailan Ma, Chunlin Chen, Daoyi Dong:
Deep Reinforcement Learning with Quantum-inspired Experience Replay. CoRR abs/2101.02034 (2021) - [i5]Hailan Ma, Daoyi Dong, Ian R. Petersen, Chang-Jiang Huang, Guo-Yong Xiang:
A comparative study on how neural networks enhance quantum state tomography. CoRR abs/2111.09504 (2021) - 2020
- [j1]Daoyi Dong, Xi Xing, Hailan Ma, Chunlin Chen, Zhixin Liu, Herschel Rabitz:
Learning-Based Quantum Robust Control: Algorithm, Applications, and Experiments. IEEE Trans. Cybern. 50(8): 3581-3593 (2020) - [c3]Hailan Ma, Chunlin Chen:
Several developments in learning control of quantum systems. SMC 2020: 4165-4172 - [i4]Hailan Ma, Chang-Jiang Huang, Chunlin Chen, Daoyi Dong, Yuanlong Wang, Rebing Wu, Guo-Yong Xiang:
On compression rate of quantum autoencoders: Control design, numerical and experimental realization. CoRR abs/2005.11149 (2020) - [i3]Daoyi Dong, Chuan-Cun Shu, Jiangchao Chen, Xi Xing, Hailan Ma, Yu Guo, Herschel Rabitz:
Learning control of quantum systems using frequency-domain optimization algorithms. CoRR abs/2005.13080 (2020) - [i2]Hailan Ma, Daoyi Dong, Steven X. Ding, Chunlin Chen:
Curriculum-based Deep Reinforcement Learning for Quantum Control. CoRR abs/2012.15427 (2020)
2010 – 2019
- 2017
- [i1]Daoyi Dong, Xi Xing, Hailan Ma, Chunlin Chen, Zhixin Liu, Herschel Rabitz:
Differential Evolution for Quantum Robust Control: Algorithm, Applications and Experiments. CoRR abs/1702.03946 (2017) - 2015
- [c2]Yingying Sun, Hailan Ma, Chengzhi Wu, Chunlin Chen, Daoyi Dong:
Ensemble control of open quantum systems using differential evolution. ASCC 2015: 1-6 - [c1]Hailan Ma, Chunlin Chen, Daoyi Dong:
Differential Evolution with Equally-Mixed Strategies for Robust Control of Open Quantum Systems. SMC 2015: 2055-2060
Coauthor Index
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