Hailan Ma

28 papers A* 1B 4Journal 19Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Auxiliary Task-Based Deep Reinforcement Learning for Quantum Control.
IEEE Trans. Cybern.
Shumin Zhou, Hailan Ma, Sen Kuang, Daoyi Dong
2025 — conf
Control-Enhanced Quantum Metrology Guided by Pontryagin's Minimum Principle.
CDC
Shouliang Hu, Hailan Ma, Yunyan Lee, Daoyi Dong, Ian R. Petersen
2025 J jnl
Robustness analysis in static and dynamic quantum state tomography.
CoRR
Alan Chen, Shuixin Xiao, Hailan Ma, Daoyi Dong
2025 J jnl
Tomography of Quantum States From Structured Measurements via Quantum-Aware Transformer.
IEEE Trans. Cybern.
Hailan Ma, Zhenhong Sun, Daoyi Dong, Chunlin Chen, Herschel Rabitz
2024 A* conf
EGGen: Image Generation with Multi-entity Prior Learning through Entity Guidance.
ACM Multimedia
Zhenhong Sun, Junyan Wang, Zhiyu Tan, Daoyi Dong, Hailan Ma, Hao Li, Dong Gong
2024 J jnl
Neural networks for quantum state tomography with constrained measurements.
Quantum Inf. Process.
Hailan Ma, Daoyi Dong, Ian R. Petersen, Chang-Jiang Huang, Guo-Yong Xiang
2023 J jnl
Attention-Based Transformer Networks for Quantum State Tomography.
CoRR
Hailan Ma, Zhenhong Sun, Daoyi Dong, Chunlin Chen, Herschel Rabitz
2023 J jnl
Auxiliary Task-based Deep Reinforcement Learning for Quantum Control.
CoRR
Shumin Zhou, Hailan Ma, Sen Kuang, Daoyi Dong
2023 J jnl
Curriculum-Based Deep Reinforcement Learning for Quantum Control.
IEEE Trans. Neural Networks Learn. Syst.
Hailan Ma, Daoyi Dong, Steven X. Ding, Chunlin Chen
2023 — conf
Estimation of Quantum Channels Using Neural Networks.
CDC
Hailan Ma, Zhenhong Sun, Shuixin Xiao, Daoyi Dong, Ian R. Petersen
2023 B conf
Guided Reward Design in Continuous Reinforcement Learning for Quantum Control.
SMC
Shumin Zhou, Hailan Ma, Sen Kuang, Daoyi Dong
2023 J jnl
Learning Informative Latent Representation for Quantum State Tomography.
CoRR
Hailan Ma, Zhenhong Sun, Daoyi Dong, Dong Gong
2023 J jnl
On compression rate of quantum autoencoders: Control design, numerical and experimental realization.
Autom.
Hailan Ma, Chang-Jiang Huang, Chunlin Chen, Daoyi Dong, Yuanlong Wang, Rebing Wu, Guo-Yong Xiang
2023 J jnl
Two-step robust control design of quantum gates via differential evolution.
J. Frankl. Inst.
Shouliang Hu, Hailan Ma, Daoyi Dong, Chunlin Chen
2022 J jnl
Deep Reinforcement Learning With Quantum-Inspired Experience Replay.
IEEE Trans. Cybern.
Qing Wei, Hailan Ma, Chunlin Chen, Daoyi Dong
2021 B conf
A Guided Differential Evolution Algorithm for Control Design of Quantum Gates.
SMC
Shouliang Hu, Hailan Ma, Chunlin Chen
2021 J jnl
A comparative study on how neural networks enhance quantum state tomography.
CoRR
Hailan Ma, Daoyi Dong, Ian R. Petersen, Chang-Jiang Huang, Guo-Yong Xiang
2021 J jnl
Deep Reinforcement Learning with Quantum-inspired Experience Replay.
CoRR
Qing Wei, Hailan Ma, Chunlin Chen, Daoyi Dong
2021 J jnl
Learning Control of Quantum Systems Using Frequency-Domain Optimization Algorithms.
IEEE Trans. Control. Syst. Technol.
Daoyi Dong, Chuan-Cun Shu, Jiangchao Chen, Xi Xing, Hailan Ma, Yu Guo, Herschel Rabitz
2021 — conf
On how neural networks enhance quantum state tomography with limited resources.
CDC
Hailan Ma, Daoyi Dong, Ian R. Petersen
2020 J jnl
Curriculum-based Deep Reinforcement Learning for Quantum Control.
CoRR
Hailan Ma, Daoyi Dong, Steven X. Ding, Chunlin Chen
2020 J jnl
Learning control of quantum systems using frequency-domain optimization algorithms.
CoRR
Daoyi Dong, Chuan-Cun Shu, Jiangchao Chen, Xi Xing, Hailan Ma, Yu Guo, Herschel Rabitz
2020 J jnl
Learning-Based Quantum Robust Control: Algorithm, Applications, and Experiments.
IEEE Trans. Cybern.
Daoyi Dong, Xi Xing, Hailan Ma, Chunlin Chen, Zhixin Liu, Herschel Rabitz
2020 J jnl
On compression rate of quantum autoencoders: Control design, numerical and experimental realization.
CoRR
Hailan Ma, Chang-Jiang Huang, Chunlin Chen, Daoyi Dong, Yuanlong Wang, Rebing Wu, Guo-Yong Xiang
2020 B conf
Several developments in learning control of quantum systems.
SMC
Hailan Ma, Chunlin Chen
2017 J jnl
Differential Evolution for Quantum Robust Control: Algorithm, Applications and Experiments.
CoRR
Daoyi Dong, Xi Xing, Hailan Ma, Chunlin Chen, Zhixin Liu, Herschel Rabitz
2015 B conf
Differential Evolution with Equally-Mixed Strategies for Robust Control of Open Quantum Systems.
SMC
Hailan Ma, Chunlin Chen, Daoyi Dong
2015 — conf
Ensemble control of open quantum systems using differential evolution.
ASCC
Yingying Sun, Hailan Ma, Chengzhi Wu, Chunlin Chen, Daoyi Dong