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Professor Daoyi Dong

Professor Daoyi Dong

Adjunct Professor
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School of Eng & Tech

Dr Daoyi Dong is a Full Professor at the Australian National University and an Adjunct Professor at the School of Engineering and Technology, University of New South Wales, Canberra, and a Fellow of the IEEE, a Future Fellow of the Australian Research Council, a Fellow of Engineers Australia. He received a B.E. degree and a Ph.D. degree from the University of Science and Technology of China in 2001 and 2006, respectively. He had visiting positions at Princeton University, NJ, USA, RIKEN, Wako-Shi, Japan, University of Duisburg-Essen, Germany and The University of Hong Kong, Hong Kong. He is a recipient of a Humboldt Research Fellowship from the Alexander von Humboldt Foundation of Germany, the inaugural ACA Temasek Young Educator Award from the Asian Control Association, an International Collaboration Award, a Discovery International Award and an Australian Postdoctoral Fellowship from Australian Research Council, and K.C. Wong Postdoctoral Fellowship and a President Scholarship from the Chinese Academy of Sciences. He is also a co-recipient of Guan Zhao-Zhi Award at The 34th Chinese Control Conference and the Best Theory Paper Award at The 11th World Congress on Intelligent Control and Automation. He was/is a Fellow of IEEE and an Associate Editor of several journals including IEEE Transactions on Neural Networks and Learning Systems, and IEEE/ASME Transactions on Mechatronics. 

Phone
+61 2 5114 5140
Location
School of Engineering and Technology
  • Books | 2023
    Dong D; Petersen IR, 2023, Learning and Robust Control in Quantum Technology, Springer Nature,
    Books | 2023
    2023, Preface
  • Book Chapters | 2023
    Dong D; Petersen IR, 2023, 'Concluding Remarks', in Communications and Control Engineering, pp. 247 - 249,
    Book Chapters | 2023
    Dong D; Petersen IR, 2023, 'Control and Classification of Inhomogeneous Quantum Ensembles', in Communications and Control Engineering, pp. 35 - 64,
    Book Chapters | 2023
    Dong D; Petersen IR, 2023, 'H Control and Fault-Tolerant Control of Quantum Systems', in Communications and Control Engineering, pp. 219 - 246,
    Book Chapters | 2023
    Dong D; Petersen IR, 2023, 'Introduction to Quantum Mechanics and Quantum Control', in Communications and Control Engineering, pp. 7 - 33,
    Book Chapters | 2023
    Dong D; Petersen IR, 2023, 'Introduction', in Learning and Robust Control in Quantum Technology, Springer Nature, pp. 1 - 6,
    Book Chapters | 2023
    Dong D; Petersen IR, 2023, 'Machine Learning for Quantum Control', in Communications and Control Engineering, pp. 93 - 140,
    Book Chapters | 2023
    Dong D; Petersen IR, 2023, 'Robust Stability and Performance Analysis of Quantum Systems', in Communications and Control Engineering, pp. 177 - 218,
    Book Chapters | 2023
    Dong D; Petersen IR, 2023, 'Sampling-Based Learning Control of Quantum Systems with Uncertainties', in Learning and Robust Control in Quantum Technology, Springer Nature, pp. 65 - 92,
    Book Chapters | 2023
    Dong D; Petersen IR, 2023, 'Sliding Mode Control of Quantum Systems', in Communications and Control Engineering, pp. 141 - 175,
    Book Chapters | 2021
    Dong D, 2021, 'Learning Control of Quantum Systems', in Encyclopedia of Systems and Control, Springer International Publishing, pp. 1090 - 1096,
    Book Chapters | 2020
    Dong D, 2020, 'Learning Control of Quantum Systems', in Encyclopedia of Systems and Control, Springer London, pp. 1 - 7,
  • Journal articles | 2024
    Ahmad A; Xiao X; Mo H; Dong D, 2024, 'Tuning data preprocessing techniques for improved wind speed prediction', Energy Reports, 11, pp. 287 - 303,
    Journal articles | 2024
    Bao L; Qi B; Dong D, 2024, 'Stabilizing preparation of quantum Gaussian states via continuous measurement', Automatica, 164,
    Journal articles | 2024
    Bao L; Qi B; Nori F; Dong D, 2024, 'Exponential sensitivity revival of noisy non-Hermitian quantum sensing with two-photon drives', Physical Review Research, 6,
    Journal articles | 2024
    Cho B; Xiao Y; Hui P; Dong D, 2024, 'Quantum Bandit With Amplitude Amplification Exploration in an Adversarial Environment', IEEE Transactions on Knowledge and Data Engineering, 36, pp. 311 - 317,
    Journal articles | 2024
    Jiang C; Pan Y; Yang Y; Dong D, 2024, 'Interpolation of positive matrices by quantum-inspired optimal control', IET Control Theory and Applications, 18, pp. 877 - 886,
    Journal articles | 2024
    Liu J; Wang Z; Chen C; Dong D, 2024, 'Efficient Bayesian Policy Reuse With a Scalable Observation Model in Deep Reinforcement Learning', IEEE Transactions on Neural Networks and Learning Systems, 35, pp. 14797 - 14809,
    Journal articles | 2024
    Liu YH; Zeng Y; Tan QS; Dong D; Nori F; Liao JQ, 2024, 'Optimal control of linear Gaussian quantum systems via quantum learning control', Physical Review A, 109,
    Journal articles | 2024
    Ma H; Dong D; Petersen IR; Huang CJ; Xiang GY, 2024, 'Neural networks for quantum state tomography with constrained measurements', Quantum Information Processing, 23,
    Journal articles | 2024
    Ma H; Mooney GJ; Petersen IR; Hollenberg LCL; Dong D, 2024, 'Quantum autoencoders using mixed reference states', npj Quantum Information, 10,
    Journal articles | 2024
    Qin JC; Jiang R; Mo H; Dong D, 2024, 'A data-driven mixed integer programming approach for joint chance-constrained optimal power flow under uncertainty', International Journal of Machine Learning and Cybernetics,
    Journal articles | 2024
    Sanni MT; Pota HR; Dong D; Mo H, 2024, 'Pilot point selection for secondary voltage control in active distribution networks with applications to an Australian feeder', Ain Shams Engineering Journal, 15,
    Journal articles | 2024
    Shindi O; Yu Q; Girdhar P; Dong D, 2024, 'Model-Free Quantum Gate Design and Calibration Using Deep Reinforcement Learning', IEEE Transactions on Artificial Intelligence, 5, pp. 346 - 357,
    Journal articles | 2024
    Tian Y; Lu X; Kuang S; Dong D, 2024, 'Real-time parameter estimation for two-qubit systems based on hybrid control', Physical Review A, 109,
    Journal articles | 2024
    Wang X; Qi B; Wang Y; Dong D, 2024, 'Entanglement-variational hardware-efficient ansatz for eigensolvers', Physical Review Applied, 21,
    Journal articles | 2024
    Wang Y; Qi B; Ferrie C; Dong D, 2024, 'Trainability enhancement of parameterized quantum circuits via reduced-domain parameter initialization', Physical Review Applied, 22,
    Journal articles | 2024
    Wang Y; Wang X; Qi B; Dong D, 2024, 'Supervised-learning guarantee for quantum AdaBoost', Physical Review Applied, 22,
    Journal articles | 2024
    Xiao S; Wang Y; Yu Q; Zhang J; Dong D; Petersen IR, 2024, 'Quantum state tomography from observable time traces in closed quantum systems', Control Theory and Technology, 22, pp. 222 - 234,
    Journal articles | 2024
    Xie D; Wang Z; Chen C; Dong D, 2024, 'Depthwise Convolution for Multi-Agent Communication With Enhanced Mean-Field Approximation', IEEE Transactions on Neural Networks and Learning Systems, 35, pp. 8557 - 8569,
    Journal articles | 2024
    Yu H; Zhao X; Dong D; Chen C, 2024, 'Hamiltonian Identification via Quantum Ensemble Classification', IEEE Transactions on Neural Networks and Learning Systems, 35, pp. 11261 - 11275,
    Journal articles | 2023
    Chen Y; Pan Y; Dong D, 2023, 'Quantum Language Model With Entanglement Embedding for Question Answering', IEEE Transactions on Cybernetics, 53, pp. 3467 - 3478,
    Journal articles | 2023
    Chen Y; Pan Y; Dong D, 2023, 'Residual Tensor Train: A Quantum-Inspired Approach for Learning Multiple Multilinear Correlations', IEEE Transactions on Artificial Intelligence, 4, pp. 1101 - 1113,
    Journal articles | 2023
    Fan LB; Shu CC; Dong D; He J; Henriksen NE; Nori F, 2023, 'Quantum Coherent Control of a Single Molecular-Polariton Rotation', Physical Review Letters, 130,
    Journal articles | 2023
    Hu S; Ma H; Dong D; Chen C, 2023, 'Two-step robust control design of quantum gates via differential evolution', Journal of the Franklin Institute, 360, pp. 13972 - 13993,
    Journal articles | 2023
    Li J; Li T; Dong D, 2023, 'Demand response management of smart grid based on Stackelberg-evolutionary joint game', Science China Information Sciences, 66,
    Journal articles | 2023
    Liu Y; Zhao W; Dong D, 2023, 'Gradient-free algorithms for distributed online convex optimization', Asian Journal of Control, 25, pp. 2451 - 2468,
    Journal articles | 2023
    Ma H; Dong D; Ding SX; Chen C, 2023, 'Curriculum-Based Deep Reinforcement Learning for Quantum Control', IEEE Transactions on Neural Networks and Learning Systems, 34, pp. 8852 - 8865,
    Journal articles | 2023
    Ma H; Huang CJ; Chen C; Dong D; Wang Y; Wu RB; Xiang GY, 2023, 'On compression rate of quantum autoencoders: Control design, numerical and experimental realization', Automatica, 147,
    Journal articles | 2023
    Ma H; Xiao S; Dong D; Petersen IR, 2023, 'Tomography of quantum detectors using neural networks', IFAC-PapersOnLine, 56, pp. 5875 - 5880,
    Journal articles | 2023
    Mo H; Xiao X; Sansavini G; Dong D, 2023, 'Optimal defense resource allocation against cyber-attacks in distributed generation systems', Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability,
    Journal articles | 2023
    Selim A; Mo H; Pota H; Dong D, 2023, 'Optimal Scheduling of Battery Energy Storage Systems Using a Reinforcement Learning-based Approach', IFAC-PapersOnLine, 56, pp. 11741 - 11747,
    Journal articles | 2023
    Uddin M; Mo H; Dong D; Elsawah S; Zhu J; Guerrero JM, 2023, 'Microgrids: A review, outstanding issues and future trends', Energy Strategy Reviews, 49,
    Journal articles | 2023
    Uddin M; Mo H; Dong D; Elsawah S, 2023, 'Techno-economic potential of multi-energy community microgrid: The perspective of Australia', Renewable Energy, 219,
    Journal articles | 2023
    Wang Z; Chen C; Dong D, 2023, 'A Dirichlet Process Mixture of Robust Task Models for Scalable Lifelong Reinforcement Learning', IEEE Transactions on Cybernetics, 53, pp. 7509 - 7520,
    Journal articles | 2023
    Wang Z; Chen C; Dong D, 2023, 'Instance Weighted Incremental Evolution Strategies for Reinforcement Learning in Dynamic Environments', IEEE Transactions on Neural Networks and Learning Systems, 34, pp. 9742 - 9756,
    Journal articles | 2023
    Xiang C; Petersen IR; Dong D, 2023, 'Coherent robust H control of uncertain linear quantum systems with direct and indirect couplings', Journal of the Franklin Institute, 360, pp. 13845 - 13869,
    Journal articles | 2023
    Xiao S; Wang Y; Zhang J; Dong D; Yokoyama S; Petersen IR; Yonezawa H, 2023, 'On the regularization and optimization in quantum detector tomography', Automatica, 155,
    Journal articles | 2023
    Xiao S; Wang Y; Zhang J; Dong D; Yonezawa H, 2023, 'Quantum state and detector tomography with known rank', IFAC-PapersOnLine, 56, pp. 5881 - 5887,
    Journal articles | 2023
    Zhao W; Weyer E; Yin G; Dong D; Zhang Y; Shen T, 2023, 'Adaptive Regulation of Block-Oriented Nonlinear Systems Using Binary Sensors With Applications to Automotive Engine Control', IEEE Transactions on Automatic Control, 68, pp. 1369 - 1382,
    Journal articles | 2022
    Bao L; Qi B; Dong D, 2022, 'Exponentially Enhanced Quantum Non-Hermitian Sensing via Optimized Coherent Drive', Physical Review Applied, 17,
    Journal articles | 2022
    Bao L; Qi B; Wang Y; Dong D; Wu R, 2022, 'Multi-channel quantum parameter estimation', Science China Information Sciences, 65,
    Journal articles | 2022
    Dong D; Petersen IR, 2022, 'Quantum estimation, control and learning: Opportunities and challenges', Annual Reviews in Control, 54, pp. 243 - 251,
    Journal articles | 2022
    Jiang C; Pan Y; Wu ZG; Gao Q; Dong D, 2022, 'Robust optimization for quantum reinforcement learning control using partial observations', Physical Review A, 105,
    Journal articles | 2022
    Li Y; Aghvami AH; Dong D, 2022, 'Path Planning for Cellular-Connected UAV: A DRL Solution With Quantum-Inspired Experience Replay', IEEE Transactions on Wireless Communications, 21, pp. 7897 - 7912,
    Journal articles | 2022
    Liu Y; Dong D; Petersen IR; Gao Q; Ding SX; Yokoyama S; Yonezawa H, 2022, 'Fault-Tolerant Coherent H∞ Control for Linear Quantum Systems', IEEE Transactions on Automatic Control, 67, pp. 5087 - 5101,
    Journal articles | 2022
    Liu Y; Dong D; Petersen IR; Yonezawa H, 2022, 'Fault-tolerant H control for optical parametric oscillators with pumping fluctuations', Automatica, 140,
    Journal articles | 2022
    Lü Y; Gao Q; Lü J; Pan Y; Dong D, 2022, 'Recent advances of quantum neural networks on the near term quantum processor', Zhongguo Kexue Jishu Kexue/Scientia Sinica Technologica, 52, pp. 547 - 564,
    Journal articles | 2022
    Petersen IR; Dong D, 2022, 'Special section on estimation and control of quantum systems', Annual Reviews in Control, 54, pp. 241 - 242,
    Journal articles | 2022
    Prakash K; Ali M; Siddique MNI; Chand AA; Kumar NM; Dong D; Pota HR, 2022, 'A review of battery energy storage systems for ancillary services in distribution grids: Current status, challenges and future directions', Frontiers in Energy Research, 10,
    Journal articles | 2022
    Prakash K; Ali M; Siddique MNI; Karmaker AK; Macana CA; Dong D; Pota HR, 2022, 'Bi-level planning and scheduling of electric vehicle charging stations for peak shaving and congestion management in low voltage distribution networks', Computers and Electrical Engineering, 102,
    Journal articles | 2022
    Wang L; Dong D; Tian FB, 2022, 'Fast prediction of blood flow in stenosed arteries using machine learning and immersed boundary-lattice Boltzmann method', Frontiers in Physiology, 13, pp. 953702,
    Journal articles | 2022
    Wang Z; Chen C; Dong D, 2022, 'Lifelong Incremental Reinforcement Learning With Online Bayesian Inference', IEEE Transactions on Neural Networks and Learning Systems, 33, pp. 4003 - 4016,
    Journal articles | 2022
    Wei Q; Ma H; Chen C; Dong D, 2022, 'Deep Reinforcement Learning with Quantum-Inspired Experience Replay', IEEE Transactions on Cybernetics, 52, pp. 9326 - 9338,
    Journal articles | 2022
    Xiang C; Petersen IR; Dong D, 2022, 'Guaranteed cost coherent control for quantum systems with non-quadratic perturbations in the system Hamiltonian', Automatica, 139,
    Journal articles | 2022
    Xiao S; Wang Y; Dong D; Zhang J, 2022, 'Optimal and two-step adaptive quantum detector tomography', Automatica, 141,
    Journal articles | 2022
    Xu J; Sun Q; Mo H; Dong D, 2022, 'Online routing for smart electricity network under hybrid uncertainty', Automatica, 145,
    Journal articles | 2022
    Yu Q; Dong D; Petersen IR, 2022, 'Hybrid Filtering for a Class of Nonlinear Quantum Systems Subject to Classical Stochastic Disturbances', IEEE Transactions on Cybernetics, 52, pp. 1073 - 1085,
    Journal articles | 2022
    Yu Q; Wang Y; Dong D; Petersen IR; Xiang GY, 2022, 'Generation of Accessible Sets in the Dynamical Modeling of Quantum Network Systems', IEEE Transactions on Control of Network Systems, 9, pp. 682 - 694,
    Journal articles | 2022
    Yu Q; Yokoyama S; Dong D; McManus D; Yonezawa H, 2022, 'Simultaneous Estimation of Parameters and the State of an Optical Parametric Oscillator System', IEEE Transactions on Quantum Engineering, 3,
    Journal articles | 2022
    Zhu Y; Wang Z; Chen C; Dong D, 2022, 'Rule-Based Reinforcement Learning for Efficient Robot Navigation With Space Reduction', IEEE/ASME Transactions on Mechatronics, 27, pp. 846 - 857,
    Journal articles | 2021
    Bao L; Qi B; Dong D; Nori F, 2021, 'Fundamental limits for reciprocal and nonreciprocal non-Hermitian quantum sensing', Physical Review A, 103,
    Journal articles | 2021
    Dong D; Shu C-C; Chen J; Xing X; Ma H; Guo Y; Rabitz H, 2021, 'Learning Control of Quantum Systems Using Frequency-Domain Optimization Algorithms', IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 29, pp. 1791 - 1798,
    Journal articles | 2021
    Gao Q; Dong D; Petersen IR; Ding SX, 2021, 'Design of a Discrete-Time Fault-Tolerant Quantum Filter and Fault Detector', IEEE Transactions on Cybernetics, 51, pp. 889 - 899,
    Journal articles | 2021
    Gong B; Dong D; Cui W, 2021, 'Weak-force sensing in optomechanical systems with Kalman filtering', Journal of Physics A: Mathematical and Theoretical, 54,
    Journal articles | 2021
    Javaid MS; Bouchekara HREH; Mo H; Xiao X; Shahriar MS; Dong D, 2021, 'Optimization of electric spring operational strategy to minimize electricity bill', Electric Power Systems Research, 201,
    Journal articles | 2021
    Kuang S; Guan X; Dong D, 2021, 'Finite-time stabilization control of quantum systems', Automatica, 123,
    Journal articles | 2021
    Li Y; Aghvami AH; Dong D, 2021, 'Intelligent Trajectory Planning in UAV-Mounted Wireless Networks: A Quantum-Inspired Reinforcement Learning Perspective', IEEE Wireless Communications Letters, 10, pp. 1994 - 1998,
    Journal articles | 2021
    Liu Y; Dong D; Kuang S; Petersen IR; Yonezawa H, 2021, 'Two-step feedback preparation of entanglement for qubit systems with time delay', Automatica, 125,
    Journal articles | 2021
    Tan L; Dong D; Li D; Xue S, 2021, 'Quantum Hamiltonian Identification with Classical Colored Measurement Noise', IEEE Transactions on Control Systems Technology, 29, pp. 1356 - 1363,
    Journal articles | 2021
    Wang Y; Yokoyama S; Dong D; Petersen IR; Huntington EH; Yonezawa H, 2021, 'Two-Stage Estimation for Quantum Detector Tomography: Error Analysis, Numerical and Experimental Results', IEEE Transactions on Information Theory, 67, pp. 2293 - 2307,
    Journal articles | 2021
    Xiang C; Ma S; Kuang S; Dong D, 2021, 'Coherent H∞ Control for Linear Quantum Systems with Uncertainties in the Interaction Hamiltonian', IEEE/CAA Journal of Automatica Sinica, 8, pp. 432 - 440,
    Journal articles | 2021
    Xiao S; Xue S; Dong D; Zhang J, 2021, 'Identification of Time-Varying Decoherence Rates for Open Quantum Systems', IEEE Transactions on Quantum Engineering, 2,
    Journal articles | 2021
    Xiao X; Mo H; Dong D; Ryan M, 2021, 'Reliability analysis of aging control system via stability margins', Journal of Manufacturing Systems, 61, pp. 808 - 818,
    Journal articles | 2021
    Xu J; Liu B; Mo H; Dong D, 2021, 'Bayesian adversarial multi-node bandit for optimal smart grid protection against cyber attacks', Automatica, 128, pp. 109551,
    Journal articles | 2021
    Yu Q; Wang Y; Dong D; Petersen IR, 2021, 'On the capability of a class of quantum sensors', Automatica, 129,
    Journal articles | 2021
    Zhang S; Liu K; Dong D; Feng X; Pan F, 2021, 'Subspace stabilization analysis for a class of non-Markovian open quantum systems (vol 101, 042327, 2020)', PHYSICAL REVIEW A, 104,
    Journal articles | 2021
    Zheng J; Gao Q; Lü YX; Dong DY; Pan Y, 2021, 'Quantum convolutional neural network and applications for parameterized quantum circuits', Kongzhi Lilun Yu Yingyong/Control Theory and Applications, 38, pp. 1772 - 1784,
    Journal articles | 2020
    Dong D; Xing X; Ma H; Chen C; Liu Z; Rabitz H, 2020, 'Learning-Based Quantum Robust Control: Algorithm, Applications, and Experiments', IEEE Transactions on Cybernetics, 50, pp. 3581 - 3593,
    Journal articles | 2020
    Gao Q; Dong D; Petersen IR; Ding SX, 2020, 'Design of a Quantum Projection Filter', IEEE Transactions on Automatic Control, 65, pp. 3693 - 3700,
    Journal articles | 2020
    Huang CJ; Ma H; Yin Q; Tang JF; Dong D; Chen C; Xiang GY; Li CF; Guo GC, 2020, 'Realization of a quantum autoencoder for lossless compression of quantum data', Physical Review A, 102,
    Journal articles | 2020
    Li JA; Dong D; Wei Z; Liu Y; Pan Y; Nori F; Zhang X, 2020, 'Quantum reinforcement learning during human decision-making', Nature Human Behaviour, 4, pp. 294 - 307,
    Journal articles | 2020
    Liu Y; Dong D; Petersen IR; Gao Q; Ding SX; Yokoyama S; Yonezawa H, 2020, 'Fault-tolerant Coherent H-infinity Control for Linear Quantum Systems', ,
    Journal articles | 2020
    Liu Z; Wang L; Dong D; Baras JS, 2020, 'Stable consensus decision making for spatially distributed multiagent systems with multiple leaders', SIAM Journal on Control and Optimization, 58, pp. 1626 - 1651,
    Journal articles | 2020
    Shu CC; Guo Y; Yuan KJ; Dong D; Bandrauk AD, 2020, 'Attosecond all-optical control and visualization of quantum interference between degenerate magnetic states by circularly polarized pulses', Optics Letters, 45, pp. 960 - 963,
    Journal articles | 2020
    Wang Y; Dong D; Sone A; Petersen IR; Yonezawa H; Cappellaro P, 2020, 'Quantum Hamiltonian Identifiability via a Similarity Transformation Approach and beyond', IEEE Transactions on Automatic Control, 65, pp. 4632 - 4647,
    Journal articles | 2020
    Wu KD; Hou Z; Xiang GY; Li CF; Guo GC; Dong D; Nori F, 2020, 'Detecting non-Markovianity via quantified coherence: theory and experiments', npj Quantum Information, 6,
    Journal articles | 2020
    Xiang C; Petersen IR; Dong D, 2020, 'Static and dynamic coherent robust control for a class of uncertain quantum systems', Systems and Control Letters, 141,
    Journal articles | 2020
    Zhang S; Liu K; Dong D; Feng X; Pan F, 2020, 'Subspace stabilization analysis for a class of non-Markovian open quantum systems', Physical Review A, 101,
    Journal articles | 2019
    Cui W; Dong D, 2019, 'Modeling and Control of Quantum Measurement-Induced Backaction in Double Quantum Dots', IEEE Transactions on Control Systems Technology, 27, pp. 2499 - 2509,
    Journal articles | 2019
    Guo Y; Shu CC; Dong D; Nori F, 2019, 'Vanishing and Revival of Resonance Raman Scattering', Physical Review Letters, 123,
    Journal articles | 2019
    Kuang S; Dong D; Petersen IR, 2019, 'Lyapunov Control of Quantum Systems Based on Energy-Level Connectivity Graphs', IEEE Transactions on Control Systems Technology, 27, pp. 2315 - 2329,
    Journal articles | 2019
    Liu Y; Dong D; Petersen IR; Yonezawa H, 2019, 'Filter-based feedback control for a class of markovian open quantum systems', IEEE Control Systems Letters, 3, pp. 565 - 570,
    Journal articles | 2019
    Qi Y; Shu CC; Dong D; Petersen IR; Jacobs K; Gong S, 2019, 'Fast quantum state transfer in hybrid quantum dot-metal nanoparticle systems by shaping ultrafast laser pulses', Journal of Physics D: Applied Physics, 52,
    Journal articles | 2019
    Wang Y; Yin Q; Dong D; Qi B; Petersen IR; Hou Z; Yonezawa H; Xiang GY, 2019, 'Quantum gate identification: Error analysis, numerical results and optical experiment', Automatica, 101, pp. 269 - 279,
    Journal articles | 2019
    Wang Z; Chen C; Li HX; Dong D; Tarn TJ, 2019, 'Incremental reinforcement learning with prioritized sweeping for dynamic environments', IEEE/ASME Transactions on Mechatronics, 24, pp. 621 - 632,
    Journal articles | 2019
    Wu RB; Ding H; Dong D; Wang X, 2019, 'Learning robust and high-precision quantum controls', Physical Review A, 99,
    Journal articles | 2019
    Yokoyama S; Pozza ND; Serikawa T; Kuntz KB; Wheatley TA; Dong D; Huntington EH; Yonezawa H, 2019, 'Characterization of entangling properties of quantum measurement via two-mode quantum detector tomography using coherent state probes', Optics Express, 27, pp. 34416 - 34432,
    Journal articles | 2019
    Yu Q; Dong D; Petersen I; Emzir M; Gao Q, 2019, 'Filtering for a Class of Quantum Systems with Classical Stochastic Disturbances', IEEE Transactions on Control Systems Technology, 27, pp. 2774 - 2780,
    Journal articles | 2018
    Guo Y; Dong D; Shu CC, 2018, 'Optimal and robust control of quantum state transfer by shaping the spectral phase of ultrafast laser pulses', Physical Chemistry Chemical Physics, 20, pp. 9498 - 9506,
    Journal articles | 2018
    Ren Z; Dong D; Li H; Chen C, 2018, 'Self-Paced Prioritized Curriculum Learning with Coverage Penalty in Deep Reinforcement Learning', IEEE Transactions on Neural Networks and Learning Systems, 29, pp. 2216 - 2226,
    Journal articles | 2018
    Wang Y; Dong D; Qi B; Zhang J; Petersen IR; Yonezawa H, 2018, 'A Quantum Hamiltonian Identification Algorithm: Computational Complexity and Error Analysis', IEEE Transactions on Automatic Control, 63, pp. 1388 - 1403,
    Journal articles | 2017
    Chen C; Dong D; Qi B; Petersen IR; Rabitz H, 2017, 'Quantum Ensemble Classification: A Sampling-Based Learning Control Approach', IEEE Transactions on Neural Networks and Learning Systems, 28, pp. 1345 - 1359,
    Journal articles | 2017
    Kuang S; Dong D; Petersen IR, 2017, 'Rapid Lyapunov control of finite-dimensional quantum systems', Automatica, 81, pp. 164 - 175,
    Journal articles | 2017
    Li X; Wang L; Liu Z; Dong D, 2017, 'Lower bounds on the proportion of leaders needed for expected consensus of 3-D flocks', IEEE Transactions on Neural Networks and Learning Systems, 28, pp. 2555 - 2565,
    Journal articles | 2017
    Liu Z; Wang L; Wang J; Dong D; Hu X, 2017, 'Distributed sampled-data control of nonholonomic multi-robot systems with proximity networks', Automatica, 77, pp. 170 - 179,
    Journal articles | 2017
    Ma H; Dong D; Shu CC; Zhu Z; Chen C, 2017, 'Quantum learning control using differential evolution with equally-mixed strategies', Control Theory and Technology, 15, pp. 226 - 241,
    Journal articles | 2017
    Pan Y; Dong D; Petersen IR, 2017, 'Dark Modes of Quantum Linear Systems', IEEE Transactions on Automatic Control, 62, pp. 4180 - 4186,
    Journal articles | 2017
    Qi B; Hou Z; Wang Y; Dong D; Zhong HS; Li L; Xiang GY; Wiseman HM; Li CF; Guo GC, 2017, 'Adaptive quantum state tomography via linear regression estimation: Theory and two-qubit experiment', npj Quantum Information, 3,
    Journal articles | 2017
    Shu C-C; Yuan K-J; Dong D; Petersen IR; Bandrauk AD, 2017, 'Identifying Strong-Field Effects in Indirect Photofragmentation Reactions', JOURNAL OF PHYSICAL CHEMISTRY LETTERS, 8, pp. 1 - 6,
    Journal articles | 2017
    Shu CC; Dong D; Petersen IR; Henriksen NE, 2017, 'Complete elimination of nonlinear light-matter interactions with broadband ultrafast laser pulses', Physical Review A, 95, pp. 033809,
    Journal articles | 2017
    Shu CC; Dong D; Yuan KJ, 2017, 'Single-laser-induced quantum interference in photofragmentation reaction of D+2', Molecular Physics, 115, pp. 1908 - 1915,
    Journal articles | 2017
    Shu CC; Yuan KJ; Dong D; Petersen IR; Bandrauk AD, 2017, 'Identifying Strong-Field Effects in Indirect Photofragmentation Reactions', Journal of Physical Chemistry Letters, 8, pp. 1 - 6,
    Journal articles | 2017
    Wang S; Dong D, 2017, 'Fault-Tolerant Control of Linear Quantum Stochastic Systems', IEEE Transactions on Automatic Control, 62, pp. 2929 - 2935,
    Journal articles | 2017
    Wang S; Gao Q; Dong D, 2017, 'Robust H controller design for a class of linear quantum systems with time delay', International Journal of Robust and Nonlinear Control, 27, pp. 380 - 392,
    Journal articles | 2017
    Wu C; Qi B; Chen C; Dong D, 2017, 'Robust Learning Control Design for Quantum Unitary Transformations', IEEE Transactions on Cybernetics, 47, pp. 4405 - 4417,
    Journal articles | 2017
    Xiang C; Petersen IR; Dong D, 2017, 'Coherent robust H control of linear quantum systems with uncertainties in the Hamiltonian and coupling operators', Automatica, 81, pp. 8 - 21,
    Journal articles | 2017
    Xiang C; Petersen IR; Dong D, 2017, 'Performance Analysis and Coherent Guaranteed Cost Control for Uncertain Quantum Systems Using Small Gain and Popov Methods', IEEE Transactions on Automatic Control, 62, pp. 1524 - 1529,
    Journal articles | 2017
    Yuan KJ; Shu CC; Dong D; Bandrauk AD, 2017, 'Attosecond Dynamics of Molecular Electronic Ring Currents', Journal of Physical Chemistry Letters, 8, pp. 2229 - 2235,
    Journal articles | 2017
    Zhang W; Dong D; Petersen IR; Rabitz HA, 2017, 'Robust control of photoassociation of slow O + H collision', Chemical Physics, 483-484, pp. 149 - 155,
    Journal articles | 2017
    Zhang W; Dong D; Petersen IR, 2017, 'Adaptive Target Scheme for Learning Control of Quantum Systems', IEEE Transactions on Control Systems Technology, 26,
    Journal articles | 2016
    Dong D; Petersen IR; Wang Y; Yi X; Rabitz H, 2016, 'Sampled-data design for robust control of open two-level quantum systems with operator errors', IET Control Theory and Applications, 10, pp. 2415 - 2421,
    Journal articles | 2016
    Dong D; Wu C; Chen C; Qi B; Petersen IR; Nori F, 2016, 'Learning robust pulses for generating universal quantum gates', Scientific Reports, 6, pp. 36090,
    Journal articles | 2016
    Gao Q; Dong D; Petersen IR; Rabitz H, 2016, 'Fault tolerant filtering and fault detection for quantum systems driven by fields in single photon states', Journal of Mathematical Physics, 57,
    Journal articles | 2016
    Gao Q; Dong D; Petersen IR, 2016, 'Fault tolerant quantum filtering and fault detection for quantum systems', Automatica, 71, pp. 125 - 134,
    Journal articles | 2016
    Hou Z; Zhong HS; Tian Y; Dong D; Qi B; Li L; Wang Y; Nori F; Xiang GY; Li CF; Guo GC, 2016, 'Full reconstruction of a 14-qubit state within four hours', New Journal of Physics, 18, pp. 083036,
    Journal articles | 2016
    Liu Z; Li D; Wang L; Dong D, 2016, 'Synchronization of a Group of Mobile Agents with Variable Speeds over Proximity Nets', IEEE Transactions on Cybernetics, 46, pp. 1579 - 1590,
    Journal articles | 2016
    Pan Y; Dong D; Zhang G, 2016, 'Exact analysis of the response of quantum systems to two-photons using a QSDE approach', New Journal of Physics, 18, pp. 033004,
    Journal articles | 2016
    Shi G; Dong D; Petersen IR; Johansson KH, 2016, 'Reaching a Quantum Consensus: Master Equations That Generate Symmetrization and Synchronization', IEEE Transactions on Automatic Control, 61, pp. 374 - 387,
    Journal articles | 2016
    Zhang W; Dong D; Petersen IR; Rabitz HA, 2016, 'Sampling-based robust control in synchronizing collision with shaped laser pulses: An application in charge transfer for H+ + D → H + D+', RSC Advances, 6, pp. 92962 - 92969,
    Journal articles | 2015
    Dong D; Chen C; Qi B; Petersen IR; Nori F, 2015, 'Robust manipulation of superconducting qubits in the presence of fluctuations', Scientific Reports, 5, pp. 7873,
    Journal articles | 2015
    Dong D; Mabrok MA; Petersen IR; Qi B; Chen C; Rabitz H, 2015, 'Sampling-Based Learning Control for Quantum Systems with Uncertainties', IEEE Transactions on Control Systems Technology, 23, pp. 2155 - 2166,
    Journal articles | 2015
    Gao Q; Feng G; Dong D; Liu L, 2015, 'Universal fuzzy models and universal fuzzy controllers for discrete-time nonlinear systems', IEEE Transactions on Cybernetics, 45, pp. 880 - 887,
    Journal articles | 2015
    Hou Z; Xiang G; Dong D; Li CF; Guo GC, 2015, 'Realization of mutually unbiased bases for a qubit with only one wave plate: Theory and experiment', Optics Express, 23, pp. 10018 - 10031,
    Journal articles | 2015
    Liu L; Cheng S; Qi B; Xi Z; Dong D, 2015, 'Precision limit of atomic magnetometers in the presence of spin-destruction collisions', Journal of Physics B: Atomic, Molecular and Optical Physics, 48, pp. 035502,
    Journal articles | 2014
    Chen C; Dong D; Li HX; Chu J; Tarn TJ, 2014, 'Fidelity-based probabilistic Q-learning for control of quantum systems', IEEE Transactions on Neural Networks and Learning Systems, 25, pp. 920 - 933,
    Journal articles | 2014
    Chen C; Dong D; Long R; Petersen IR; Rabitz HA, 2014, 'Sampling-based learning control of inhomogeneous quantum ensembles', Physical Review A - Atomic, Molecular, and Optical Physics, 89,
    Journal articles | 2014
    Chen C; Long R; Qi B; Dong D, 2014, 'Sampling-based learning control of quantum systems via path planning', IET Control Theory and Applications, 8, pp. 1513 - 1522,
    Journal articles | 2014
    Wang LC; Hou SC; Yi XX; Dong D; Petersen IR, 2014, 'Optimal Lyapunov quantum control of two-level systems: Convergence and extended techniques', Physics Letters, Section A: General, Atomic and Solid State Physics, 378, pp. 1074 - 1080,
    Journal articles | 2014
    Wang Y; Chen C; Dong D, 2014, 'Further results on sampled-data design for robust control of a single qubit', International Journal of Control, 87, pp. 2056 - 2064,
    Journal articles | 2013
    Dong D; Chen C; Jiang M; Wang LC, 2013, 'Quantum control and quantum information technology', The Scientific World Journal, 2013,
    Journal articles | 2013
    Dong D; Petersen IR; Rabitz H, 2013, 'Sampled-Data Design for Robust Control of a Single Qubit', IEEE Transactions on Automatic Control, 58, pp. 2654 - 2659,
    Journal articles | 2013
    Jiang F; Dong D; Cao L; Frater MR, 2013, 'Agent-based self-adaptable context-aware network vulnerability assessment', IEEE Transactions on Network and Service Management, 10, pp. 255 - 270,
    Journal articles | 2013
    Jiang M; Dong D, 2013, 'Erratum: An efficient scheme for multi-party quantum state sharing of an arbitrary multi-qubit state with one GHZ channel (Quantum Information Processing DOI:10.1007/s11128-012-0429-0)', Quantum Information Processing, 12, pp. 853,
    Journal articles | 2013
    Jiang MQ; Dong DY, 2013, 'Multi-party quantum state sharing via various probabilistic channels', Quantum Information Processing, 12, pp. 237 - 249,
    Journal articles | 2013
    Qi B; Hou Z; Li L; Dong D; Xiang G; Guo G, 2013, 'Quantum state tomography via linear regression estimation', Scientific Reports, 3, pp. 3496,
    Journal articles | 2012
    Chen C; Dong D; Lam J; Chu J; Tarn TJ, 2012, 'Control design of uncertain quantum systems with fuzzy estimators', IEEE Transactions on Fuzzy Systems, 20, pp. 820 - 831,
    Journal articles | 2012
    Dong D; Chen C; Chu J; Tarn TJ, 2012, 'Robust quantum-inspired reinforcement learning for robot navigation', IEEE - ASME Transactions on Mechatronics, 17, pp. 86 - 97,
    Journal articles | 2012
    Dong D; Jiang M; Wu R, 2012, 'Multiple independent quantum states sharing under collaboration of agents in quantum networks', Quantum Information Processing, 11, pp. 1829 - 1844,
    Journal articles | 2012
    Dong D; Petersen IR, 2012, 'Notes on sliding mode control of two-level quantum systems', Automatica, 48, pp. 3089 - 3097,
    Journal articles | 2012
    Dong D; Petersen IR, 2012, 'Sliding mode control of two-level quantum systems', Automatica, 48, pp. 725 - 735,
    Journal articles | 2012
    Hou SC; Khan MA; Yi X; Dong D; Petersen IR, 2012, 'Optimal Lyapunov-based quantum control for quantum systems', Physical Review A, 86, pp. Article number: 022321,
    Journal articles | 2012
    Jiang M; Dong D, 2012, 'A recursive two-phase general protocol on deterministic remote preparation of a class of multi-qubit states', Journal of Physics B - Atomic Molecular and Optical Physics, 45, pp. Art. No. 205506,
    Journal articles | 2012
    Jin GH; Lee HJ; Gim HJ; Ryu J-H; Jeon R, 2012, 'Design and synthesis of carbamate and thiocarbamate derivatives and their inhibitory activities of NO production in LPS activated macrophages', BIOORGANIC & MEDICINAL CHEMISTRY LETTERS, 22, pp. 3301 - 3304,
    Journal articles | 2011
    Dong D; Chen C; Li H; Tarn TJ, 2011, 'Hybrid MDP based integrated hierarchical Q-learning', Science China Information Sciences, 54, pp. 2279 - 2294,
    Journal articles | 2011
    Dong D; Petersen IR, 2011, 'Controllability of quantum systems with switching control', International Journal of Control, 84, pp. 37 - 46,
    Journal articles | 2010
    Chen C; Dong D, 2010, 'Grey system based reactive navigation of mobile robots using reinforcement learning', International Journal of Innovative Computing, Information and Control, 6, pp. 789 - 800
    Journal articles | 2010
    Dong D; Lam J; Petersen IR, 2010, 'Robust incoherent control of qubit systems via switching and optimisation', International Journal of Control, 83, pp. 206 - 217,
    Journal articles | 2010
    Dong D; Petersen IR, 2010, 'Quantum control theory and applications: A survey', IET Control Theory and Applications, 4, pp. 2651 - 2671,
    Journal articles | 2009
    Dong D; Lam J; Petersen IR, 2009, 'Robust incoherent control of qubit systems via switching and optimization', International Journal of Control, 83, pp. 206 - 217,
    Journal articles | 2009
    Dong D; Lam J; Tarn TJ, 2009, 'Rapid incoherent control of quantum systems based on continuous measurements and reference model', IET Control Theory and Applications, 3, pp. 161 - 169,
    Journal articles | 2009
    Dong D; Petersen IR, 2009, 'Sliding mode control of quantum systems', New Journal of Physics, 11, pp. 105033 - +18,
    Journal articles | 2009
    Jiang M; Zhang Z; Dong D; Liu B; Tarn TJ, 2009, 'The improved quantum switching mechanism based on contention', Chaos Solitons and Fractals, 39, pp. 1936 - 1942,
    Journal articles | 2008
    Chen C; Dong D; Chen Z; Wang H, 2008, 'Qualitative control for mobile robot navigation based on reinforcement learning and grey system', Mediterranean Journal of Measurement and Control, 4, pp. 1 - 7
    Journal articles | 2008
    Chen C; Dong D, 2008, 'Quantum intelligent mobile system', Studies in Computational Intelligence, 121, pp. 77 - 102,
    Journal articles | 2008
    Chen C; Li H; Dong D, 2008, 'Hybrid control for autonomous mobile robot navigation using hierarchical Q-learning', IEEE Robotics and Automation Magazine, 15, pp. 37 - 47
    Journal articles | 2008
    Chen C; Li HX; Dong D, 2008, 'Hybrid control for robot navigation - A hierarchical Q-learning algorithm', IEEE Robotics and Automation Magazine, 15, pp. 37 - 47,
    Journal articles | 2008
    Chunlin C; Daoyi D; Zonghai C; Haibo W, 2008, 'Grey systems for intelligent sensors and information processing This project was supported by the National Natural Science Foundation of China (60703083; 60575033).', Journal of Systems Engineering and Electronics, 19, pp. 659 - 665,
    Journal articles | 2008
    Dong D; Chen C; Li H; Tarn TJ, 2008, 'Quantum reinforcement learning', IEEE Transactions on Systems Man and Cybernetics Part B - Cybernetics, 38, pp. 1207 - 1220
    Journal articles | 2008
    Dong D; Chen C; Tarn TJ; Pechen A; Rabitz H, 2008, 'Incoherent control of quantum systems with wavefunction controllable subspaces via quantum reinforcement learning', IEEE Transactions on Systems Man and Cybernetics Part B - Cybernetics, 38, pp. 957 - 962
    Journal articles | 2008
    Dong D; Zhang C; Rabitz H; Pechen A; Tarn TJ, 2008, 'Incoherent control of locally controllable quantum systems', Journal of Chemical Physics, 129, pp. 154103 - 154103
    Journal articles | 2006
    Chen C; Dong D; Chen Z, 2006, 'Quantum computation for action selection using reinforcement learning', International Journal of Quantum Information, 4, pp. 1071 - 1083
    Journal articles | 2006
    Dong D; Chen C; Chen Z; Zhang C, 2006, 'Quantum mechanics helps in learning for more intelligent robots', Chinese physics letters, 23, pp. 1691 - 1694
    Journal articles | 2006
    Dong D; Chen C; Chen ZH; Zhang C, 2006, 'Quantum robot: structure, algorithms and applications', Robotica, 24, pp. 513 - 521
    Journal articles | 2006
    Dong D; Zhang C; Chen Z; Chen C, 2006, 'Information-technology approach to quantum feedback control', International Journal of Modern Physics B, 20, pp. 1304 - 1316
    Journal articles | 2005
    Dong D; Chen Z; Jiang S, 2005, 'Pattern recognition of quantum information based on pattern-distance', Journal of Systems Engineering and Electronics, 16, pp. 917 - 923
    Journal articles | 2005
    Dong D; Chen Z, 2005, 'Applications of quantum control theory in chemistry', Progress in Chemistry, 17, pp. 581 - 587
    Journal articles | 2005
    Dong D; Chen Z, 2005, 'Establishing formal state space models via quantization for quantum control systems', Journal of Systems Engineering and Electronics, 16, pp. 398 - 402
    Journal articles | 2005
    Zhang C; Dong D; Chen ZH, 2005, 'Control of non-controllable quantum system: A quantum control algorithm based on Grover iteration', Journal of Optics B - Quantum and Semiclassical Optics, 7, pp. S313 - S317
  • Conference Papers | 2024
    Ahmad A; Xiao X; Mo H; Li C; Dong D, 2024, 'Drift-Aware Dynamic Neural Network for Improving Short-Term Load Forecasting', in 2024 International Conference on Smart Energy Systems and Technologies: Driving the Advances for Future Electrification, SEST 2024 - Proceedings,
    Conference Papers | 2024
    Hu S; Li M; Chen C; Dong D, 2024, 'Fast Quantum Gate Control with Trajectory Optimization', in IFAC-PapersOnLine, pp. 331 - 336,
    Preprints | 2024
    Liu Y-H; Zeng Y; Tan Q-S; Dong D; Nori F; Liao J-Q, 2024, Optimal control of linear Gaussian quantum systems via quantum learning control, ,
    Conference Papers | 2024
    Selim A; Mo H; Pota H; Dong D, 2024, 'Safe Optimal Control of Battery Energy Storage Systems via Hierarchical Deep Reinforcement Learning', in 2024 International Conference on Smart Energy Systems and Technologies: Driving the Advances for Future Electrification, SEST 2024 - Proceedings,
    Preprints | 2024
    Selim A; Mo H; Pota H; Dong D, 2024, Adaptive BESS and Grid Setpoints Optimization: A Model-Free Framework for Efficient Battery Management under Dynamic Tariff Pricing,
    Conference Papers | 2024
    Song C; Liu Y; Dong D; Mo H, 2024, 'Control Hamiltonian selection for quantum state stabilization using deep reinforcement learning', in Chinese Control Conference, CCC, pp. 6783 - 6788,
    Conference Papers | 2024
    Sun Z; Wang J; Tan Z; Dong D; Ma H; Li H; Gong D, 2024, 'EGGen: Image Generation with Multi-entity Prior Learning through Entity Guidance', in Proceedings of the 32nd ACM International Conference on Multimedia, ACM, pp. 6637 - 6645, presented at MM '24: The 32nd ACM International Conference on Multimedia,
    Conference Papers | 2024
    Uddin M; Mo H; Dong D; Elsawah S, 2024, 'Energy Management in Community Microgrid-A Techno-economic Study Framework', in 2024 Australian and New Zealand Control Conference, ANZCC 2024, pp. 169 - 174,
    Conference Papers | 2024
    Uddin M; Mo H; Dong D, 2024, 'Storage-based Energy Management for Multi-energy Community Microgrid', in 2024 IEEE Kansas Power and Energy Conference, KPEC 2024,
    Preprints | 2023
    Bao L; Qi B; Nori F; Dong D, 2023, Exponential sensitivity revival of noisy non-Hermitian quantum sensing with two-photon drives, ,
    Preprints | 2023
    Liu Y; Dong D; Kuang S; Petersen IR; Yonezawa H, 2023, Two-step feedback preparation of entanglement for qubit systems with time delay, ,
    Preprints | 2023
    Liu Y; Dong D; Petersen IR; Yonezaw H, 2023, Fault-tolerant $H^\infty$ control for optical parametric oscillators with pumping fluctuations, ,
    Conference Papers | 2023
    Ma H; Sun Z; Xiao S; Dong D; Petersen IR, 2023, 'Estimation of Quantum Channels Using Neural Networks', in Proceedings of the IEEE Conference on Decision and Control, pp. 1195 - 1200,
    Preprints | 2023
    Shindi O; Yu Q; Girdhar P; Dong D, 2023, Model-free Quantum Gate Design and Calibration using Deep Reinforcement Learning,
    Conference Papers | 2023
    Xiao S; Wang Y; Dong D; Zhang J, 2023, 'Two-Stage Solution for Ancilla-Assisted Quantum Process Tomography: Error Analysis and Optimal Design', in Proceedings of the IEEE Conference on Decision and Control, pp. 7178 - 7183,
    Conference Papers | 2023
    Zhou S; Ma H; Kuang S; Dong D, 2023, 'Guided Reward Design in Continuous Reinforcement Learning for Quantum Control', in Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, pp. 1052 - 1057,
    Preprints | 2022
    Dong D; Petersen IR, 2022, Quantum estimation, control and learning: opportunities and challenges, ,
    Preprints | 2022
    Fan L-B; Shu C-C; Dong D; He J; Henriksen NE; Nori F, 2022, Quantum Coherent Control of a Single Molecular-Polariton Rotation, ,
    Conference Papers | 2022
    Hu S; Chen C; Dong D, 2022, 'Deep Reinforcement Learning for Control Design of Quantum Gates', in ASCC 2022 - 2022 13th Asian Control Conference, Proceedings, pp. 2367 - 2372,
    Preprints | 2022
    Jiang C; Pan Y; Wu Z-G; Gao Q; Dong D, 2022, Robust optimization for quantum reinforcement learning control using partial observations, ,
    Conference Papers | 2022
    Qin JC; Yan Y; Jiang R; Mo H; Dong D, 2022, 'Alternating Direction Method of Multipliers for Solving Joint Chance Constrained Optimal Power Flow under Uncertainties', in IFAC-PapersOnLine, pp. 116 - 121,
    Conference Papers | 2022
    Sanni MT; Pota H; Dong D; Mo H, 2022, 'A Hybrid Decoupled Method for Tertiary Voltage Control of Active Distribution Networks', in Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022, pp. 694 - 699,
    Conference Papers | 2022
    Shindi O; Yu Q; Girdhar P; Dong D, 2022, 'A Modified Deep Q-Learning Algorithm for Optimal and Robust Quantum Gate Design of a Single Qubit System', in Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, pp. 2116 - 2122,
    Conference Papers | 2022
    Song C; Liu Y; McManus D; Dong D, 2022, 'Learning Control with Evolution Strategy for Inhomogeneous Open Quantum Ensembles', in Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, pp. 2123 - 2128,
    Conference Papers | 2022
    Sumaya RJ; Mo H; Dong D; Pota H, 2022, 'High Impedance Fault Characterization on Single-Wire Earth Return Systems using Powerline Communication', in Asia-Pacific Power and Energy Engineering Conference, APPEEC,
    Preprints | 2022
    Wang Z; Chen C; Dong D, 2022, A Dirichlet Process Mixture of Robust Task Models for Scalable Lifelong Reinforcement Learning, ,
    Conference Papers | 2022
    Xiao S; Wang Y; Dong D; Zhang J, 2022, 'Two-stage solution of quantum process tomography in the natural basis', in Proceedings of the IEEE Conference on Decision and Control, pp. 5807 - 5812,
    Preprints | 2022
    Xie D; Wang Z; Chen C; Dong D, 2022, Depthwise Convolution for Multi-Agent Communication with Enhanced Mean-Field Approximation, ,
    Conference Papers | 2022
    Zhou S; Li G; Dong D; Kuang S, 2022, 'Rapid Preparation of Bell States Based on an Exponential Quantum Projection Filter', in Chinese Control Conference, CCC, pp. 5664 - 5669,
    Preprints | 2021
    Bao L; Qi B; Dong D; Nori F, 2021, Fundamental limits for reciprocal and non-reciprocal non-Hermitian quantum sensing, ,
    Preprints | 2021
    Chen Y; Pan Y; Dong D, 2021, Residual Tensor Train: A Quantum-inspired Approach for Learning Multiple Multilinear Correlations, ,
    Preprints | 2021
    Dong D, 2021, Learning Control of Quantum Systems, ,
    Preprints | 2021
    Li Y; Aghvami AH; Dong D, 2021, Path Planning for Cellular-Connected UAV: A DRL Solution with Quantum-Inspired Experience Replay,
    Preprints | 2021
    Ma H; Dong D; Petersen IR; Huang C-J; Xiang G-Y, 2021, On how neural networks enhance quantum state tomography with constrained measurements, ,
    Conference Papers | 2021
    Ma H; Dong D; Petersen IR, 2021, 'On how neural networks enhance quantum state tomography with limited resources', in Proceedings of the IEEE Conference on Decision and Control, pp. 4146 - 4151,
    Conference Papers | 2021
    Prakash K; Ali M; Islam MR; Mo H; Dong D; Pota H, 2021, 'Optimal Coordination of Photovoltaics and Electric Vehicles for Ancillary Services in Low Voltage Distribution Networks', in ICEMS 2021 - 2021 24th International Conference on Electrical Machines and Systems, pp. 1008 - 1013,
    Conference Papers | 2021
    Sanni MT; Pota H; Dong D; Mo H, 2021, 'Coordinated Secondary Voltage Control in Distribution Networks with High PV Penetration', in ICEMS 2021 - 2021 24th International Conference on Electrical Machines and Systems, pp. 524 - 529,
    Conference Papers | 2021
    Shindi O; Yu Q; Dong D, 2021, 'A Modified Deep Q-Learning Algorithm for Control of Two-qubit Systems', in Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, pp. 3454 - 3459,
    Conference Papers | 2021
    Xiao S; Wang Y; Dong D; Zhang J, 2021, 'Optimal quantum detector tomography via linear regression estimation', in Proceedings of the IEEE Conference on Decision and Control, pp. 4140 - 4145,
    Preprints | 2020
    Chen Y; Pan Y; Dong D, 2020, Quantum Language Model with Entanglement Embedding for Question Answering, ,
    Preprints | 2020
    Dong D; Shu C-C; Chen J; Xing X; Ma H; Guo Y; Rabitz H, 2020, Learning control of quantum systems using frequency-domain optimization algorithms, ,
    Reports | 2020
    Dong D, 2020, Quantum Cybernetics Technical Committee Reports: Investigating the Role of Quantum Effects in Regulating Quantum and Classical Systems, IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, ,
    Conference Papers | 2020
    Guan X; Kuang S; Dong D, 2020, 'PSO-assisted Lyapunov control design for quantum systems', in 2020 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (SSCI), IEEE, ELECTR NETWORK, pp. 864 - 870, presented at IEEE Symposium Series on Computational Intelligence (IEEE SSCI), ELECTR NETWORK, 01 December 2020 - 04 December 2020,
    Conference Papers | 2020
    Guan X; Kuang S; Dong D, 2020, 'PSO-assisted Lyapunov control design for quantum systems', in 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, pp. 864 - 870,
    Preprints | 2020
    Li Y; Aghvami AH; Dong D, 2020, Intelligent Trajectory Planning in UAV-mounted Wireless Networks: A Quantum-Inspired Reinforcement Learning Perspective, ,
    Conference Papers | 2020
    Liu Y; Dong D; Petersen IR; Gao Q; Ding SX; Yonezawa H, 2020, 'Coherent H control for Markovian jump linear quantum systems', in IFAC-PapersOnLine, pp. 269 - 274,
    Preprints | 2020
    Ma H; Dong D; Ding SX; Chen C, 2020, Curriculum-based Deep Reinforcement Learning for Quantum Control, ,
    Preprints | 2020
    Ma H; Huang C-J; Chen C; Dong D; Wang Y; Wu R-B; Xiang G-Y, 2020, On compression rate of quantum autoencoders: Control design, numerical and experimental realization, ,
    Conference Papers | 2020
    Sanni MT; Pota H; Mo H; Dong D, 2020, 'Voltage-Violation Mitigation in Power System Networks with Photo-Voltaic Penetration', in 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, pp. 882 - 888,
    Conference Papers | 2020
    Shindi O; Yu Q; Dong D; Tang J, 2020, 'A modified Q-Learning algorithm for control of two-qubit systems', in Proceedings - International Conference on Machine Learning and Cybernetics, pp. 194 - 200,
    Preprints | 2020
    Wang Z; Chen C; Dong D, 2020, Instance Weighted Incremental Evolution Strategies for Reinforcement Learning in Dynamic Environments, ,
    Preprints | 2020
    Wang Z; Chen C; Dong D, 2020, Lifelong Incremental Reinforcement Learning with Online Bayesian Inference, ,
    Conference Papers | 2020
    Xie D; Wang Z; Chen C; Dong D, 2020, 'IEDQN: Information Exchange DQN with a Centralized Coordinator for Traffic Signal Control', in Proceedings of the International Joint Conference on Neural Networks,
    Preprints | 2020
    Yu Q; Dong D; Petersen IR, 2020, Hybrid filtering for a class of nonlinear quantum systems subject to classical stochastic disturbances, ,
    Conference Papers | 2020
    Yu Q; Dong D; Wang Y; Petersen IR, 2020, 'Adaptive Quantum Process Tomography via Linear Regression Estimation', in Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, pp. 4173 - 4178,
    Conference Papers | 2020
    Yu Q; Dong D; Wang Y; Petersen IR, 2020, 'Capability comparison of quantum sensors of single or two qubits for a spin chain system', in IFAC-PapersOnLine, pp. 263 - 268,
    Preprints | 2020
    Yu Q; Wang Y; Dong D; Petersen IR; Xiang G-Y, 2020, Generation of accessible sets in the dynamical modelling of quantum network systems, ,
    Preprints | 2020
    Yu Q; Wang Y; Dong D; Petersen IR, 2020, On the capability of a class of quantum sensors, ,
    Conference Papers | 2020
    Zhang P; Gao Q; Lv J; Dong D, 2020, 'Design of a Linear Quantum Projection Filter', in 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, pp. 876 - 881,
    Preprints | 2019
    Huang C-J; Ma H; Yin Q; Tang J-F; Dong D; Chen C; Xiang G-Y; Li C-F; Guo G-C, 2019, Realization of a quantum autoencoder for lossless compression of quantum data, ,
    Conference Papers | 2019
    Liu Y; Dong D; Petersen IR; Kuang S; Yonezawa H, 2019, 'Feedback preparation of Bell states for two-qubit systems with time delay', in Proceedings of the American Control Conference, Philadelphia, PA,, pp. 5008 - 5013, presented at American Control Conference (ACC), Philadelphia, PA,, 10 July 2019 - 12 July 2019,
    Preprints | 2019
    Tan L; Dong D; Li D; Xue S, 2019, Quantum Hamiltonian Identification with Classical Colored Measurement Noise, ,
    Conference Papers | 2019
    Wang Y; Dong D; Yonezawa H, 2019, 'Tomography of binary quantum detectors', in Proceedings of the IEEE Conference on Decision and Control, pp. 396 - 400,
    Preprints | 2019
    Wang Y; Yokoyama S; Dong D; Petersen IR; Huntington EH; Yonezawa H, 2019, Two-stage Estimation for Quantum Detector Tomography: Error Analysis, Numerical and Experimental Results, ,
    Preprints | 2019
    Wu K-D; Hou Z; Xiang G-Y; Li C-F; Guo G-C; Dong D; Nori F, 2019, Detecting Non-Markovianity via Quantified Coherence: Theory and Experiments, ,
    Conference Papers | 2019
    Xiang Y; Dong D; Chen C, 2019, 'Ultrafast-pulse generation using inhomogeneous laser fields and performance analysis', in Proceedings of the 2019 IEEE 16th International Conference on Networking, Sensing and Control, ICNSC 2019, pp. 335 - 339,
    Conference Papers | 2019
    Yu Q; Wang Y; Dong D; Xiang GY, 2019, 'Generation of accessible sets for a class of quantum spin networks', in Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, pp. 1160 - 1165,
    Preprints | 2019
    Zhang S; Liu K; Dong D; Feng X; Pan F, 2019, Subspace Stabilization Analysis for Non-Markovian Open Quantum Systems, ,
    Preprints | 2018
    Chen C; Dong D; Li H-X; Chu J; Tarn T-J, 2018, Fidelity-based Probabilistic Q-learning for Control of Quantum Systems,
    Conference Papers | 2018
    Kuang S; Lu X; Dong D, 2018, 'Stability of a Class of Linear Quantum Feedback Systems with Time Delays', in Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018, pp. 2864 - 2868,
    Preprints | 2018
    Shu C-C; Yuan K-J; Dong D; Petersen IR; Bandrauk AD, 2018, Identifying Strong-Field Effects in Indirect Photofragmentation Reactions, ,
    Preprints | 2018
    Wang Y; Dong D; Sone A; Petersen IR; Yonezawa H; Cappellaro P, 2018, Quantum Hamiltonian Identifiability via a Similarity Transformation Approach and Beyond, ,
    Preprints | 2018
    Wu C; Qi B; Chen C; Dong D, 2018, Robust Learning Control Design for Quantum Unitary Transformations, ,
    Preprints | 2018
    Wu R-B; Ding H; Dong D; Wang X, 2018, Learning Robust and High-Precision Quantum Controls, ,
    Conference Papers | 2018
    Yu Q; Dong D; Petersen I, 2018, 'Quantum Filtering for a Qubit System Subject to Classical Disturbances', in Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018, pp. 2869 - 2874,
    Conference Abstracts | 2018
    Zhu Y; Tian F; Dong D; Young J; Lai J, 2018, 'Study of fish self- adapting behaviour in Karman vortex street using reinforcement learning', in The 13th World Congress in Computational Mechanics, presented at The 13th World Congress in Computational Mechanics, 22 July 2018 - 27 July 2018
    Preprints | 2017
    Cui W; Dong D, 2017, Modelling and Control of Quantum Measurement Induced Backaction in Double Quantum Dots, ,
    Reports | 2017
    Dong D; Shi G; Vuglar S; James MR, 2017, Special issue on quantum control Dedicated to the occasion of Prof. Ian Petersen’s 60th birthday, Springer Nature,
    Conference Papers | 2017
    Dong D; Wang Y; Hou Z; Qi B; Pan Y; Xiang GY, 2017, 'State Tomography of Qubit Systems Using Linear Regression Estimation and Adaptive Measurements', pp. 13014 - 13019,
    Conference Papers | 2017
    Dong D; Wang Y, 2017, 'Several recent developments in estimation and robust control of quantum systems', in 2017 Australian and New Zealand Control Conference, ANZCC 2017, pp. 190 - 195,
    Preprints | 2017
    Dong D; Xing X; Ma H; Chen C; Liu Z; Rabitz H, 2017, Learning-based Quantum Robust Control: Algorithm, Applications and Experiments,
    Preprints | 2017
    Guo Y; Dong D; Shu C-C, 2017, Achieving robust and high-fidelity quantum control via spectral phase optimization, ,
    Preprints | 2017
    Shu C-C; Dong D; Petersen IR; Henriksen NE, 2017, Complete elimination of nonlinear light-matter interactions with broadband ultrafast laser pulses, ,
    Conference Papers | 2017
    Sun X; Kuang S; Dong D, 2017, 'Rapid control of two-qubit systems based on measurement feedback', in 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017, pp. 310 - 315,
    Conference Papers | 2017
    Wang Y; Dong D; Petersen IR; Zhang J, 2017, 'An Approximate Algorithm for Quantum Hamiltonian Identification with Complexity Analysis', pp. 11744 - 11748,
    Conference Papers | 2017
    Wang Y; Dong D; Petersen IR, 2017, 'An approximate quantum Hamiltonian identification algorithm using a Taylor expansion of the matrix exponential function', in 2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017, pp. 5523 - 5528,
    Preprints | 2017
    Wang Y; Yin Q; Dong D; Qi B; Petersen IR; Hou Z; Yonezawa H; Xiang G-Y, 2017, Quantum gate identification: error analysis, numerical results and optical experiment, ,
    Conference Papers | 2017
    Wang Y; Yin Q; Dong D; Qi B; Petersen IR; Hou Z; Yonezawa H; Xiang GY, 2017, 'Efficient identification of unitary quantum processes', in 2017 Australian and New Zealand Control Conference, ANZCC 2017, pp. 196 - 201,
    Conference Papers | 2017
    Yokoyama S; Pozza ND; Serikawa T; Kuntz KB; Wheatley TA; Dong D; Huntington EH; Yonezawa H, 2017, 'The quantum entanglement of measurement', in Optics InfoBase Conference Papers, Optica Publishing Group, Washington, D.C. United States, pp. fth3e.6, presented at Frontiers in Optics 2017, Washington, D.C. United States, 18 September 2017 - 21 September 2017,
    Preprints | 2017
    Yokoyama S; Pozza ND; Serikawa T; Kuntz KB; Wheatley TA; Dong D; Huntington EH; Yonezawa H, 2017, Characterization of entangling properties of quantum measurement via two-mode quantum detector tomography using coherent state probes, ,
    Conference Papers | 2017
    Yu Q; Dong D; Petersen IR; Gao Q, 2017, 'Hybrid Filtering for a Class of Quantum Systems with Classical Disturbances', pp. 11738 - 11743,
    Preprints | 2017
    Yu Q; Dong D; Petersen IR; Gao Q, 2017, Hybrid Filtering for a Class of Quantum Systems with Classical Disturbances, ,
    Conference Papers | 2017
    Zhang W; Dong D; Petersen IR, 2017, 'Adaptive target scheme for learning control of post-field alignment', in Chinese Control Conference, CCC, Dalian, China, pp. 9752 - 9756, presented at 2017 36th Chinese Control Conference (CCC), Dalian, China, 26 July 2017 - 28 July 2017,
    Conference Papers | 2017
    Zhang W; Dong D; Petersen IR, 2017, 'Learning control for maximizing the purity at a fixed time in an open quantum system', in 2016 Australian Control Conference, AuCC 2016, pp. 387 - 390,
    Preprints | 2016
    Dong D; Wu C; Chen C; Qi B; Petersen IR; Nori F, 2016, Learning robust control for generating universal quantum gates, ,
    Preprints | 2016
    Hou Z; Zhong H-S; Tian Y; Dong D; Qi B; Li L; Wang Y; Nori F; Xiang G-Y; Li C-F; Guo G-C, 2016, Full reconstruction of a 14-qubit state within four hours,
    Preprints | 2016
    Liu Z; Wang L; Wang J; Dong D; Hu X, 2016, Distributed sampled-data control of nonholonomic multi-robot systems with proximity networks, ,
    Conference Papers | 2016
    Ma H; Chen C; Dong D, 2016, 'Differential Evolution with Equally-Mixed Strategies for Robust Control of Open Quantum Systems', in Proceedings - 2015 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2015, pp. 2055 - 2060,
    Conference Papers | 2016
    Pan Y; Dong D; Petersen IR; Pan Y, 2016, 'A direct method for analysis and synthesis of a decoherence-free mode in quantum linear systems', in Proceedings of the American Control Conference, Institute of Electrical and Electronics Engineers (IEEE), Boston, Massachusetts, USA, pp. 4760 - 4764, presented at 2016 American Control Conference (ACC), Boston, Massachusetts, USA, 06 July 2016 - 08 July 2016,
    Preprints | 2016
    Pan Y; Dong D; Petersen IR, 2016, Dark Modes of Quantum Linear Systems, ,
    Conference Papers | 2016
    Wang C; Zhang W; Shu CC; Dong D, 2016, 'Learning a control field for simultaneous state transformation in CO molecules', in Proceedings of the World Congress on Intelligent Control and Automation (WCICA), pp. 1180 - 1184,
    Preprints | 2016
    Wang Y; Dong D; Qi B; Zhang J; Petersen IR; Yonezawa H, 2016, A Quantum Hamiltonian Identification Algorithm: Computational Complexity and Error Analysis, ,
    Conference Papers | 2016
    Wang Y; Qi B; Dong D; Petersen IR, 2016, 'An iterative algorithm for Hamiltonian identification of quantum systems', in 2016 IEEE 55th Conference on Decision and Control, CDC 2016, IEEE, Las Vegas, USA, pp. 2523 - 2528, presented at 2016 IEEE 55th Conference on Decision and Control (CDC), Las Vegas, USA, 12 December 2016 - 14 December 2016,
    Conference Papers | 2016
    Wang Z; Chen C; Li HX; Dong D; Tarn TJ, 2016, 'A novel incremental learning scheme for reinforcement learning in dynamic environments', in Proceedings of the World Congress on Intelligent Control and Automation (WCICA), China, pp. 2426 - 2431, presented at 2016 12th World Congress on Intelligent Control and Automation (WCICA), China, 12 June 2016 - 15 June 2916,
    Conference Papers | 2016
    Wu C; Chen C; Qi B; Dong D, 2016, 'Robust Quantum Operation for Two-Level Systems Using Sampling-Based Learning Control', in Proceedings - 2015 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2015, pp. 2043 - 2048,
    Conference Papers | 2016
    Zhang W; Dong D; Petersen IR, 2016, 'Learning control of population transfer between subspaces of quantum systems using an adaptive target scheme', in Proceedings of the International Joint Conference on Neural Networks, pp. 3930 - 3934,
    Conference Papers | 2015
    Cui W; Pan Y; Dong D, 2015, 'Variable structure control of quantum systems', in Proceedings of the IEEE Conference on Decision and Control, Osaka, JAPAN, pp. 6441 - 6446, presented at 54th IEEE Conference on Decision and Control (CDC), Osaka, JAPAN, 15 December 2015 - 18 December 2015,
    Preprints | 2015
    Dong D; Mabrok MA; Petersen IR; Qi B; Chen C; Rabitz H, 2015, Sampling-based Learning Control for Quantum Systems with Uncertainties,
    Conference Papers | 2015
    Dong D; Petersen I; Gao Q, 2015, 'Fault Tolerant Design of Quantum Filter for a Class of Open Quantum Systems with Photon Counting Measurement', in 2015 5th Australian Control Conference (AUCC), Gold Coast, Australia, pp. 111 - 114, presented at 5th Australian Control Conference, Gold Coast, Australia, 05 November 2015 - 06 November 2015
    Preprints | 2015
    Gao Q; Dong D; Petersen IR; Rabitz H, 2015, Fault Tolerant Filtering and Fault Detection for Quantum Systems Driven By Fields in Single Photon States, ,
    Conference Papers | 2015
    Gao Q; Dong D; Petersen IR, 2015, 'A unified framework for fault tolerant quantum filtering and fault detection', in Chinese Control Conference, CCC, pp. 8348 - 8353,
    Preprints | 2015
    Gao Q; Dong D; Petersen IR, 2015, Fault Tolerant Quantum Filtering and Fault Detection for Quantum Systems, ,
    Preprints | 2015
    Hou Z; Xiang G; Dong D; Li C-F; Guo G-C, 2015, Realization of mutually unbiased bases for a qubit with only one wave plate: Theory and experiment, ,
    Preprints | 2015
    Kuang S; Dong D; Petersen IR, 2015, Rapid Lyapunov control of finite-dimensional quantum systems, ,
    Preprints | 2015
    Pan Y; Dong D; Zhang G, 2015, Exact Analysis of the Response of Quantum Systems to Two Photons Using a QSDE Approach, ,
    Preprints | 2015
    Qi B; Hou Z; Wang Y; Dong D; Zhong H-S; Li L; Xiang G-Y; Wiseman HM; Li C-F; Guo G-C, 2015, Recursively Adaptive Quantum State Tomography: Theory and Two-qubit Experiment, ,
    Conference Papers | 2015
    Sun Y; Ma H; Wu C; Chen C; Dong D, 2015, 'Ensemble control of open quantum systems using differential evolution', in 2015 10th Asian Control Conference: Emerging Control Techniques for a Sustainable World, ASCC 2015,
    Conference Papers | 2015
    Xiang C; Petersen IR; Dong D, 2015, 'Coherent robust H∞ control of uncertain linear quantum stochastic systems', in Proceedings of the IEEE Conference on Decision and Control, Osaka, JAPAN, pp. 5790 - 5794, presented at 54th IEEE Conference on Decision and Control (CDC), Osaka, JAPAN, 15 December 2015 - 18 December 2014,
    Conference Papers | 2015
    Xiang C; Petersen IR; Dong D, 2015, 'Guaranteed cost dynamic coherent control for a class of uncertain linear quantum systems', in 2015 IEEE Conference on Control and Applications, CCA 2015 - Proceedings, pp. 24 - 28,
    Preprints | 2015
    Xiang C; Petersen IR; Dong D, 2015, Coherent Robust H-Infinity Control of Uncertain Linear Quantum Stochastic Systems, ,
    Preprints | 2015
    Xiang C; Petersen IR; Dong D, 2015, Guaranteed Cost Dynamic Coherent Control for Uncertain Linear Quantum Systems, ,
    Preprints | 2015
    Xiang C; Petersen IR; Dong D, 2015, Performance Analysis and Coherent Guaranteed Cost Control for Uncertain Quantum Systems Using Small Gain and Popov Methods, ,
    Conference Papers | 2015
    Zhang W; Dong D; Petersen IR, 2015, 'Learning control of charge transfer in molecular systems', in Proceedings of the IEEE Conference on Decision and Control, pp. 5761 - 5765,
    Conference Papers | 2014
    Chen C; Dong D; Qi B; Petersen IR; Rabitz H, 2014, 'Sampling-based learning control for quantum discrimination and ensemble classification', in Proceedings of the International Joint Conference on Neural Networks, pp. 880 - 885,
    Preprints | 2014
    Dong D; Chen C; Qi B; Petersen IR; Nori F, 2014, Robust manipulation of superconducting qubits in the presence of fluctuations, ,
    Conference Papers | 2014
    Kuang S; Dong D; Petersen IR, 2014, 'Approximate bang-bang Lyapunov control for closed quantum systems', in 2014 4TH AUSTRALIAN CONTROL CONFERENCE (AUCC), IEEE, AUSTRALIA, Canberra, pp. 130 - 135, presented at 4th Australian Control Conference (AUCC), AUSTRALIA, Canberra, 17 November 2014 - 18 November 2014,
    Conference Papers | 2014
    Kuang S; Dong D; Petersen IR, 2014, 'Approximate bang-bang Lyapunov control for closed quantum systems', in Trumpf J (ed.), Proceedings of 2014 Australian Control Conference, Institute of Electrical and Electronics Engineers (IEEE), Canberra, Australia, pp. 124 - 129, presented at Australian Control Conference, Canberra, Australia, 17 November 2014 - 18 November 2014,
    Conference Papers | 2014
    Mabrok MA; Dong D; Chen C; Petersen IR, 2014, 'Robust entanglement control between two atoms in a cavity using sampling-based learning control', in Teel AR (ed.), Proceedings of 53rd IEEE Conference on Decision and Control, IEEE, Los Angeles, California, USA, pp. 5802 - 5807, presented at 53rd IEEE Conference on Decision and Control, Los Angeles, California, USA, 15 December 2014 - 17 December 2014,
    Conference Papers | 2014
    Mabrok MA; Dong D; Petersen IR; Chen C, 2014, 'Entanglement Generation in Uncertain Quantum Systems Using Sampling-based Learning Control', in Boje E; Xia X (ed.), Preprints of the 19th IFAC World Congress, IFAC, Cape Town, South Africa, pp. 5963 - 5968, presented at The 19th IFAC World Congress, Cape Town, South Africa, 24 August 2014 - 29 August 2014,
    Conference Papers | 2014
    Qu S; Chen C; Dong D, 2014, 'Behavior-based control of swarm robots with improved potential field', in Proceedings of the 33rd Chinese Control Conference, CCC 2014, pp. 8462 - 8467,
    Conference Papers | 2014
    Shi G; Dong D; Petersen IR; Johansson KH, 2014, 'Consensus of quantum networks with continuous-time Markovian dynamics', in Wang H (ed.), Proceeding of the 11th World Congress on Intelligent Control and Automation, IEEE, Shenyang, China, pp. 307 - 312, presented at 11th World Congress on Intelligent Control and Automation, Shenyang, China, 29 June 2014 - 04 July 2014,
    Preprints | 2014
    Shi G; Dong D; Petersen IR; Johansson KH, 2014, Reaching a Quantum Consensus: Master Equations that Generate Symmetrization and Synchronization, ,
    Conference Papers | 2014
    Xiang C; Petersen IR; Dong D, 2014, 'A Popov Approach to Performance Analysis and Coherent Guaranteed Cost Control for Uncertain Quantum Systems', in Proceedings of 2014 Australian Control Conference, Institute of Electrical and Electronics Engineers (IEEE), Canberra, Australia, pp. 25 - 30, presented at 2014 Australian Control Conference, Canberra, Australia, 17 November 2014 - 18 November 2014,
    Conference Papers | 2014
    Xiang C; Petersen IR; Dong D, 2014, 'Performance analysis and coherent guaranteed cost control for uncertain quantum systems', in 2014 European Control Conference, ECC 2014, Institute of Electrical and Electronics Engineers (IEEE), FRANCE, Univ Strasbourg, Strasbourg, pp. 214 - 219, presented at 2014 European Control Conference (ECC), FRANCE, Univ Strasbourg, Strasbourg, 24 June 2014 - 27 June 2014,
    Preprints | 2014
    Xiang C; Petersen IR; Dong D, 2014, Performance Analysis and Coherent Guaranteed Cost Control for Uncertain Quantum Systems, ,
    Preprints | 2013
    Chen C; Dong D; Long R; Petersen IR; Rabitz HA, 2013, Sampling-based learning control of inhomogeneous quantum ensembles,
    Preprints | 2013
    Chen C; Dong D; Qi B; Petersen IR; Rabitz H, 2013, Quantum Ensemble Classification: A Sampling-based Learning Control Approach,
    Conference Papers | 2013
    Chen C; Long R; Qi B; Dong D, 2013, 'Sampling-based learning control of quantum systems with bounded inputs and uncertainties via path planning', in 2013 3rd Australian Control Conference, AUCC 2013, pp. 121 - 126,
    Conference Papers | 2013
    Dong D; Chen C; Long R; Qi B; Petersen IR, 2013, 'Sampling-based Learning Control for Quantum Systems with Hamiltonian Uncertainties', in Serrani A (ed.), Proceedings of the 52nd IEEE Conference on Decision and Control, CDC 2013, IEEE, Florence, Italy, pp. 1924 - 1929, presented at 2013 IEEE 52nd Annual Conference on Decision and Control, Florence, Italy, 10 December 2013 - 13 December 2013,
    Preprints | 2013
    Dong D; Chen C; Long R; Qi B; Petersen IR, 2013, Sampling-based Learning Control for Quantum Systems with Hamiltonian Uncertainties, ,
    Preprints | 2013
    Qi B; Hou Z; Li L; Dong D; Xiang G; Guo G, 2013, Quantum State Tomography via Linear Regression Estimation, ,
    Preprints | 2013
    Wang LC; Hou SC; Yi XX; Dong D; Petersen IR, 2013, Optimal Lyapunov quantum control on two-level systems: convergence and extended techniques, ,
    Conference Papers | 2013
    Wang Y; Chen C; Dong D, 2013, 'Notes on Sampled-Data Design for Robust Control of a Single Qubit', International Federation of Automatic Control, Chengdu, China, pp. 353 - 358, presented at 3rd IFAC International Conference on Intelligent Control and Automation Science (2013), Chengdu, China, 02 September 2013 - 04 September 2013,
    Conference Papers | 2012
    Chen C; Dong D, 2012, 'Quantum parallelization of hierarchical Q-learning for global navigation of mobile robots', in Proceedings of 2012 9th IEEE International Conference on Networking, Sensing and Control, ICNSC 2012, IEEE Computer Society, Piscataway, NJ, United States, pp. 163 - 168, presented at 2012 9th IEEE International Conference on Networking, Sensing and Control, ICNSC 2012, Beijing, China, 11 April 2012 - 14 April 2012,
    Conference Papers | 2012
    Dong D; Petersen IR; Rabitz H, 2012, 'Sampled-data design for robust decoherence control of a single qubit', in Proceedings of IEEE 51st Conference on Decision and Control (CDC), IEEE, USA, pp. 1668 - 1673, presented at Conference on Decision and Control (CDC), USA, 10 December 2012
    Preprints | 2012
    Dong D; Petersen IR; Rabitz H, 2012, Sampled-data design for robust control of a single qubit, ,
    Conference Papers | 2012
    Dong D; Petersen IR; Yi XX; Rabitz H, 2012, 'Sampled-data design for decoherence control of a single qubit with operator errors', in Proceedings of the 2012 Australian Control Conference, AUCC 2012, IEEE, IEEE, pp. 13 - 18, presented at Australian Control Conference 2012, Sydney, 15 November 2012 - 16 November 2012
    Preprints | 2012
    Hou SC; Khan MA; Dong D; Petersen IR; Yi XX, 2012, Optimal Lyapunov-based quantum control for quantum systems, ,
    Conference Papers | 2012
    Jiang F; Dong D; Frater MR, 2012, 'Self-provisioning of network services with quantum-inspired reinforcement learning and adaptation', in Proceedings of 2012 9th IEEE International Conference on Networking, Sensing and Control, ICNSC 2012, IEEE Computer Society, Piscataway, NJ, United States, pp. 169 - 174, presented at 2012 9th IEEE International Conference on Networking, Sensing and Control, ICNSC 2012, Beijing, China, 11 April 2012 - 14 April 2012,
    Conference Papers | 2012
    Jiang M; Dong D, 2012, 'An efficient scheme for multi-party quantum state sharing via GHZ channels', in Proceedings of the World Congress on Intelligent Control and Automation (WCICA), pp. 5122 - 5126,
    Conference Papers | 2011
    Dong D; Petersen IR, 2011, 'Notes on Sliding Mode Control of Two-Level Quantum Systems', in Preprints of the 18th IFAC World Congress, International Federation of Automatic Control (IFAC), Milano (Italy), pp. 5777 - 5782, presented at 18th IFAC World Congress, Milan, Italy, 28 August 2011 - 02 September 2011,
    Conference Papers | 2011
    Dong D; Petersen IR, 2011, 'Sampled-Data Control of Two-level Quantum Systems Based on Sliding Mode Design', in Proceedings of 50th IEEE Conference on Decision and Control, IEEE, USA, pp. 6236 - 6241, presented at 50th IEEE Conference on Decision and Control IEEE CDC, Orlando, Florida,
    Conference Papers | 2011
    Zhang H; Zhang G; Dong D; Huang B; Lee HWJ, 2011, 'Feedback control of linear quantum optical systems', in Proceedings 2011 23rd Chinese Control and Decision Conference (CCDC 2011), IEEE, Piscataway, NJ, USA, pp. 2659 - 2664, presented at 2011 23rd Chinese Control and Decision Conference (CCDC 2011), Mianyang, China, 23 May 2011 - 25 May 2011,
    Conference Papers | 2010
    Chen C; Dong D, 2010, 'Complexity Analysis of Quantum Reinforcement Learning', in Proceedings of the 29th Chinese Control Conference, IEEE, USA, presented at Chinese Control Conference, Beijing, China, 29 July 2010 - 31 July 2010,
    Conference Papers | 2010
    Dong D; Chen C, 2010, 'Quantum-inspired reinforcement learning for decision-making of Markovian state transition', in Proceedings of 2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering, ISKE 2010, IEEE, USA, pp. 21 - 26, presented at 2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering, ISKE 2010, Hangzhou, China, 15 November 2010 - 16 November 2010,
    Conference Papers | 2010
    Dong D; Petersen IR, 2010, 'Sliding Mode Control of Two-Level Quantum Systems with Bounded Uncertainties', in Proceedings of 2010 American Control Conference, IEEE, Piscataway, NJ, USA, pp. 2446 - 2451, presented at American Control Conference, Baltimore, MD, USA, 30 June 2010 - 02 July 2010,
    Preprints | 2010
    Dong D; Petersen IR, 2010, Sliding Mode Control of Two-Level Quantum Systems, ,
    Preprints | 2009
    Dong D; Petersen IR, 2009, Quantum control theory and applications: A survey, ,
    Preprints | 2009
    Dong D; Petersen IR, 2009, Sliding mode control of quantum systems, ,
    Conference Papers | 2008
    Chen C; Yang P; Zhou X; Dong D, 2008, 'A Quantum-inspired Q-learning algorithm for indoor robot navigation', in Proceedings of 2008 IEEE International Conference on Networking, Sensing and Control, ICNSC, pp. 1599 - 1603,
    Preprints | 2008
    Dong D; Chen C; Li H; Tarn T-J, 2008, Quantum reinforcement learning,
    Conference Papers | 2008
    Dong D; Lam J, 2008, 'Rapid incoherent control of a simple quantum system via two-step optimization', in Proceedings of the 27th Chinese Control Conference, CCC, pp. 511 - 515,
    Preprints | 2008
    Dong D; Zhang C; Rabitz H; Pechen A; Tarn T-J, 2008, Incoherent Control of Locally Controllable Quantum Systems,
    Conference Papers | 2007
    Dong D; Chen C; Li H, 2007, 'Reinforcement strategy using quantum amplitude amplification for robot learning', in Proceedings of the 26th Chinese Control Conference, CCC 2007, pp. 571 - 575,
    Conference Papers | 2006
    Chen C; Dong D; Chen Z, 2006, 'Grey reinforcement learning for incomplete information processing', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 399 - 407,
    Conference Papers | 2006
    Chen Z; Dong D; Zhang C, 2006, 'Quantum Control Based on Quantum Information', in 2006 Chinese Control Conference, IEEE, pp. 2121 - 2126, presented at 2006 Chinese Control Conference, 07 August 2006 - 11 August 2006,
    Conference Papers | 2006
    Chen Z; Dong D; Zhang C, 2006, 'Quantum control based on quantum information', in 2006 CHINESE CONTROL CONFERENCE, VOLS 1-5, IEEE, PEOPLES R CHINA, Harbin, pp. 1258 - +, presented at 25th Chinese Control Conference, PEOPLES R CHINA, Harbin, 07 August 2006 - 10 August 2006,
    Conference Papers | 2006
    Dong D; Chen C; Chen Z; Zhang C, 2006, 'Estimation-based information acquisition in quantum feedback control', in DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, WATAM PRESS, PEOPLES R CHINA, Huhhot, pp. 1204 - 1208, presented at International Conference on Complex Systems and Applications, PEOPLES R CHINA, Huhhot, 16 June 2006 - 18 June 2006,
    Conference Papers | 2005
    Dong D; Chen C; Chen Z, 2005, 'Quantum reinforcement learning', in Lecture Notes in Computer Science, pp. 686 - 689,
    Conference Papers | 2005
    Dong D; Chen C; Zhang C; Chen Z, 2005, 'An autonomous mobile robot based on quantum algorithm', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 393 - 398,
    Conference Papers | 2005
    Dong D; Zhang C; Chen Z, 2005, 'Quantum feedback control using quantum cloning and state recognition1', in IFAC Proceedings Volumes (IFAC-PapersOnline), pp. 195 - 200
    Conference Papers | 2005
    Dong DY; Chen ZH, 2005, 'Perturbation theory for quantum control with weak input', in 2005 INTERNATIONAL CONFERENCE ON CONTROL AND AUTOMATION (ICCA), VOLS 1 AND 2, IEEE, HUNGARY, Hungarian Acad Sci, Budapest, pp. 736 - 740, presented at 5th International Conference on Control and Automation, HUNGARY, Hungarian Acad Sci, Budapest, 26 June 2005 - 29 June 2005,
    Conference Papers | 2004
    Dong D; Chen Z, 2004, 'Research on modeling and simulation of quantum control systems', in Proceedings of the World Congress on Intelligent Control and Automation (WCICA), pp. 276 - 279

  • Fellow of IEEE
  • Future Fellow (Level 3), Australian Research Council
  • Fellow of Engineers Australia, since 2020
  • Scientia Associate Professor, UNSW, 2019-2022
  • Discovery International Award, Australian Research Council
  • Alexander von Humboldt Research Fellowship, Alexander von Humboldt Foundation of Germany
  • International Collaboration Award, Australian Research Council
  • Australian Postdoctoral Fellowship, Australian Research Council
  • ACA Temasek Young Educator Award by the Asian Control Association
  • Best Student Paper Award (the first author is my student), 2017 Australian and New Zealand Control Conference
  • Best Paper Award (Guan Zhao-Zhi Award) at the 34th Chinese Control Conference
  • Best Theory Paper Award at the 11th World Congress on Intelligent Control and Automation
  • Selected as one of “20 Rising Stars Who Will Change Our World”, Research@UNSW 2016
  • Best Volunteer Award, IEEE ACT Section, 2019

Quantum control, machine learning, system identification, renewable energy