Publications
Books
Daizhan Cheng, Hongsheng Qi. Lecture Notes in SemiTensor Product of Matrices Volume 2: Analysis and Control of Logical Dynamic Systems, Beijing: Science Press, 2022. (in Chinese) [SciPress] [JD.com]
Daizhan Cheng, Hongsheng Qi. Lecture Notes in SemiTensor Product of Matrices Volume 1: Basic Theory and Multilinear Operation, Beijing: Science Press, 2020. (in Chinese) [SciPress] [JD.com]
Daizhan Cheng, Hongsheng Qi, Fenghua He. Mappings and Dynamic Systems over Finite Sets: A Semitensor Product Approach, Beijing: Science Press, 2016. (in Chinese) [SciPress] [JD.com]
Daizhan Cheng, Hongsheng Qi, Yin Zhao. An Introduction to Semitensor Product of Matrices and Its Applications, Singapore: World Scientific, 2012. [World Scientific] [Amazon]
Daizhan Cheng, Hongsheng Qi, Zhiqiang Li. Analysis and Control of Boolean Networks, London: SpringerVerlag, 2011. [Springer] [Amazon]
Daizhan Cheng, Hongsheng Qi. Semitensor Product of Matrices: Theory and Applications, 2nd Ed., Beijing: Science Press, 2011. (1st Edition, 2007) (in Chinese) [SciPress] [JD.com]
Selected Journal Papers
(* Correpsonding author; # CoCorrepsonding author)
J. Huang, X. Wu, H. Qi*. Selfsupervised segmentation using synthetic datasets via Lsystem, Control Theory and Technology, 2023.
H. Qi, B. Li, R.J. Jing, L. Wang, A. Proutiere, G. Shi. Distributed Algorithms for Boolean Equations Over Networks, IEEE Trans. Automatic Control, 68(11): 65896604, 2023. (Full Paper)
G. Xu, G. Chen, H. Qi, Y. Hong. Efficient algorithm for approximating Nash equilibrium of distributed aggregative games, IEEE Trans. Cybernetics, 53(7): 43754387, 2023. (Regular Paper)
G. Xu, G. Chen, H. Qi*. Algorithm design and approximation analysis on distributed robust game, J. Systems Science & Complexity, 36(2): 480499, 2023.
H. Qi, B. Mu, I.R. Petersen, G. Shi. MeasurementInduced Boolean Dynamics for Open Quantum Networks, IEEE Trans. Control of Network Systems, 10(1): 134146, March 2023. (Regular Paper)
K. Ding, X. Ren, H. Qi, G. Shi, X. Wang, L. Shi. Interference Game for Intelligent Sensors in CyberPhysical Systems, Automatica, 129: 109668, July 2021. (Regular Paper)
S. Yan, H. Qi, W. Cui. Nonlinear quantum neuron: A fundamental building block for quantum neural networks, Physical Review A, 102: 052421, 2020. [PDF]
H. Qi, B. Mu, I.R. Petersen, G. Shi. MeasurementInduced Boolean Dynamics and Controllability for Closed Quantum Networks, Automatica, 114: 108816, April 2020. (Regular Paper) [PDF]
B. Mu, H. Qi*, I.R. Petersen, G. Shi. Quantum Tomography by Regularized Linear Regressions, Automatica, 114: 108837, April 2020. (Regular Paper) [PDF]
P. Lin, H. Qi*. Distributed gradientbased sampling algorithm for leastsquares in switching multiagent networks, Science China Information Sciences, 63(9): 199203, 2020. [PDF]
D. Cheng, Z. Liu, H. Qi. Completeness and Normal Form of Multivalued Logical Functions, Journal of the Franklin Institute, 357(14): 98719884, 2020. [PDF]
H. Qi, Y. Qiao. Dynamics and Control of Singular Boolean Networks, Asian J. Control, 21(6): 26042613, 2019. [PDF]
Z. Chen, J.H. Qin, B. Li, H. Qi, P. Buchhorne, G. Shi. Dynamics of opinions with social biases, Automatica, 106: 374383, 2019. (Regular Paper) [PDF]
P. Lin, Y.H. Wang, H. Qi, Y. Hong. Distributed Consensusbased Kmeans Algorithm in Switching Multiagent Networks, J. Systems Science & Complexity, 31(5): 11281145, October 2018. [PDF]
X. Sun, H. Qi, X. Zhang, et al., Src activation decouples cell division orientation from cell geometry in mammalian cells, Biomaterials, 170: 8294, July 2018. [PDF]
Y. Qiao, H. Qi, D. Cheng. PartitionBased Solutions of Static Logical Networks with Applications, IEEE Trans. Neural Networks and Learning Systems, 29(4): 12521262, April 2018. (Regular Paper) [PDF]
B. Li, S. Li, J. Wu#, H. Qi#, Quantum Clique Gossiping, Scientific Reports, 8: 2747, 2018. [PDF]
B. Li, J. Wu, H. Qi, A. Proutiere, G. Shi. Boolean Gossip Networks, IEEE/ACM Trans. Networking, 26(1): 118130, 2018. [PDF]
D. Cheng, H. Qi, Z. Liu. From STP to Gamebased Control, SCIENCE CHINA Information Sciences, 61(1): 010201, January 2018. [PDF]
D. Cheng, T. Liu, K. Zhang, H. Qi. On Decomposed Subspaces of Finite Games, IEEE Trans. Automatic Control, 61(11): 36513656, 2016. [PDF]
H. Qi, Y. Wang, T. Liu, D. Cheng. Vector Space Structure of Finite Evolutionary Games and Its Application to Strategy Profile Convergence, J. Systems Science & Complexity, 29(3): 602628, 2016. [PDF]
D. Cheng, H. Qi, T. Liu, Y. Wang. A note on observability of Boolean control networks, Systems & Control Letters, 87: 7682, 2016. [PDF]
D. Cheng, F. He, H. Qi, T. Xu. Modeling, analysis and control of networked evolutionary games, IEEE Trans. Automatic Control, 60(9): 24022415, 2015. (Regular Paper) [PDF]
D. Cheng, H. Qi, F. He, T. Xu, H. Dong. Semitensor product approach to networked evolutionary games, Control Theory and Technology, 12(2): 198214, 2014. [PDF]
D. Cheng, T. Xu, H. Qi. Evolutionarily Stable Strategy of Networked Evolutionary Games, IEEE Trans. Neural Networks and Learning Systems, 25(7): 13351345, 2014. (Regular Paper) [PDF]
D. Cheng, H. Qi. Algebraic state space approach to logical dynamic systems and its applications, J. Control Theory & Applications, 31(12): 18, 2014. (in Chinese) [PDF]
D. Cheng, T. Xu, F. He, H. Qi. On Dynamics and Nash Equilibriums of Networked Games, IEEE/CAA Journal on Automatica Sinica, 1(1): 1018, 2014. [PDF]
D. Cheng, H. Qi. Principle and Range of Possible Applications of SemiTensor Product of Matrices, J. Systems Science and Mathematical Science, 32(12): 14881496, 2012. (in Chinese) [PDF]
D. Cheng, H. Qi, Y. Zhao. Analysis and control of general logical networks  An algebraic approach, Annual Reviews in Control, 36(1): 1125, 2012. [PDF]
D. Cheng, H. Qi, Z.Q. Li. Model Construction of Boolean Network via Observed Data, IEEE Trans. Neural Networks, 22(4): 525536, 2011. (Regular paper) [PDF]
D. Cheng, H. Qi, Z.Q. Li, J.B. Liu. Stability and stabilization of Boolean networks, Int. J. Robust and Nonlinear Control, 21(2): 134156, 2011. [PDF]
Y. Zhao, H. Qi, D. Cheng. Inputstate incidence matrix of Boolean control networks and its applications, Systems & Control Letters, 59(12): 767774, 2010. [PDF]
Y.P. Qiao, H. Qi, D. Cheng. Parameterized solution to a class of Sylvester matrix equation, Int. J. Automation and Computing, 7(4): 479483, 2010. [PDF]
D. Cheng, H. Qi. A linear representation of dynamics of Boolean networks, IEEE Trans. Automatic Control, 55(9): 22512258, 2010. (Regular paper) [PDF]
H. Qi, Y. Yuan, D. Cheng. Constructing fractal sets of positive real dimensions, Journal of Systems Science and Mathematical Science, 30(5): 695702, 2010. (in Chinese) [PDF]
D. Cheng, H. Qi. Statespace analysis of Boolean networks, IEEE Trans. Neural Networks, 21(4): 584594, April 2010. (Regular paper) [PDF]
D. Cheng, Z.Q. Li, H. Qi. Realization of Boolean control networks, Automatica, 46(1): 6269, 2010. (Regular paper) [PDF]
D. Cheng, H. Qi. Controllability and observability of Boolean control networks, Automatica, 45(7,): 16591667, 2009. (Regular paper) [PDF]
Y. Zhu, H. Qi, D. Cheng. Synchronisation of a class of networked passive systems with switching topology, Int. J. Control, 82(7): 13261333, 2009. [PDF]
D. Cheng, Y. Zhu, H. Qi. A conjecture on the norm of Lyapunov mapping, Journal of Control Theory and Applications, 7(1): 4850, 2009. [PDF]
Z. Li, Y. Qiao, H. Qi, D. Cheng. Stability of switched polynomial systems, Journal of Systems Science & Complexity, 21: 362377, 2008. [PDF]
H. Qi, D. Cheng. Logic and logicbased control, Journal of Control Theory and Applications, 6(1): 123133, 2008. [PDF]
D. Cheng, H. Qi, A. Xue. A Survey on semitensor product of matrices, Journal of Systems Science & Complexity, 20: 304322, 2007. [PDF]
Conference Papers
J. Huang, X. Wu, H. Qi, J. Cheng, T. Zhang. Diabetic Retinopathy Detection with Weighted CrossEntropy Loss, Proc. 42th Chinese Control Conference, Tianjin, China, July 2426, 2023.
Z. Li, H. Qi. On Computational Complexity of Observability Problem for Boolean Control Networks, Proc. 42th Chinese Control Conference, Tianjin, China, July 2426, 2023. (in Chinese)
H. Qi, M. E. Valcher, G. Shi. Koopman Representation for Boolean Networks, Proc. 22nd IFAC World Congress, Yokohama, Japan, July 914, 2023.
H. Qi, M. E. Valcher, G. Shi. Feedback Shaping for Boolean Networks, Proc. 22nd IFAC World Congress, Yokohama, Japan, July 914, 2023.
G. Xu, G. Chen, H. Qi, Y. Hong. Distributed epsilonNash equilibrium seeking in aggregative games with approximation, Proc. 2022 American Control Conference, Atlanta, USA, June 810, 2022.
Z. Feng, W. Xue, H. Qi, Z. Jiang. On Property Analysis of Optimal Solutions for Two Typical Motion Planning Problems, Proc. 40th Chinese Control Conference, pp. 234240, Shanghai, China, July 2628, 2021.
J. Huang, H. Qi. Unsupervised Domain Adaptation with Multikernel MMD, Proc. 40th Chinese Control Conference, pp. 85768581, Shanghai, China, July 2628, 2021.
H. Qi, B. Mu, I.R. Petersen, G. Shi. MeasurementInduced Boolean Dynamics from Open Quantum Networks, Proc. IFAC World Congress 2020.
H. Qi, B. Mu, I.R. Petersen, G. Shi. MeasurementInduced Boolean Dynamics from Closed Quantum Networks, Proc. IFAC World Congress 2020.
C. Li, F. He, H. Qi, et al. Potential Games Design Using Local Information. Proc. 2018 IEEE CDC, pp. 19111916, Miami Beach, FL, USA, 1719 December 2018.
D. Cheng, H. Qi, Z. Liu. Linear System on DimensionVarying State Space, Proc. 14th IEEE ICCA, pp. 112117, Alaska, USA, June 1215, 2018.
P. Lin, Y. Wang, H. Qi. ConsensusBased EM Algorithm for Gaussian Mixtures in TimeVarying Networks. Proc. 2017 Asian Control Conference, pp. 20132018, Gold Coast, Australia, 1720 December 2017.
C. Li, T. Liu, F. He, D. Cheng, H. Qi, Y. Hong. On Finite Harmonic Games. Proc. 55th IEEE Conference on Decision and Control, pp. 70247029, Las Vega, NV, USA, 1214 December 2016.
P. Lin, Y. Wang, H. Qi. Grouping Optimization on Structurally Balanced Networks with Antagonistic Interaction, Proc. 35th Chinese Control Conference, Chengdu, pp. 28312836, 2016.
H. Qi, T. Liu, D. Cheng. Observability of dynamic control games. Proc. 7th IEEE Int. Conf. Cybern. and Intell. Syst. and IEEE Conf. Robo. Automat. and Mech., Cambodia, pp. 238242, 1517 July 2015.
H. Qi, D. Cheng, H. Dong. On Networked Evolutionary Games Part 1: Formulation. Proc. 19th IFAC World Congress, Cape Town, South Africa, pp. 275280, 2429 August 2014.
D. Cheng, H. Qi, Y. Wang, T. Liu. On Convergence of Evolutionary Games. Proc. 33rd Chinese Control Conference, Nanjing, China, pp. 55395545, 2830 July 2014.
H.B. Ma, D Wang, H. Qi, M.Y. Fu. An approach of Bayesian filtering for stochastic Boolean dynamic systems. Proc. 26th Chinese Control and Decision Conference, Changsha, China, pp. 43354340, 31 May  2 June 2014.
H. Qi. On Shift Register via Semitensor Product Approach. Proc. 32nd Chinese Control Conference, Xi’an, China, pp. 208212, 2013.
D. Cheng, H. Qi, Y. Zhao. On Boolean Control Networks – An Algebraic Approach. Proc. 18th IFAC World Congress, Milan, Italy, pp. 83668377, 2011.
H. Qi, D. Cheng, X. Hu. Stabilization of random Boolean networks. Proc. 8th World Congress on Intelligent Control & Automation (WCICA’10), Jinan, China, pp. 19681973, 69 July 2010.
D. Cheng, H. Qi, Z.Q. Li. Vector metric of Boolean matrices and its application to stability and stabilization of Boolean networks. Proc. 8th IEEE International Conference on Control & Automation, Xiamen, China, pp. 17471151, 911 June 2010.
D. Cheng, Z.Q. Li, H. Qi. Canalizing Boolean mapping and its application to disturbance decoupling of Boolean control networks. Proc. 7th IEEE International Conference on Control & Automation, Christchurch, New Zealand, pp. 712, 911 December 2009.
H. Qi, D. Cheng. Analysis and Control of Boolean Networks: A Semitensor Product Approach, Proc. 7th Asian Control Conference, Hong Kong, China, pp.13521356, 2729 August 2009.
Y. Qiao, H. Qi, D. Cheng. Parameterized Solution to Generalized Sylvester Matrix Equation, Proc. 27th Chinese Control Conference, Kunming, vol. 2, pp. 26, 2008.
D. Cheng, Z. Li, H. Qi, J. Liu. Stability of Switched Polynomial Systems, Proc. 27th Chinese Control Conference, Kunming, vol. 3, pp. 145149, 2008.
D. Cheng, H. Qi. Global Stability and Stabilization of Polynomial System. Proc. 46th IEEE Conference on Decision and Control, New Orleans, pp. 17461751, 2007.
H. Qi, D. Cheng. Stability of Polynomial Systems via Polynomial Lyapunov Functions. Proc. 26th Chinese Control Conference, Zhangjiajie, pp. 528532, 2007.
D. Cheng, H. Qi. Stabilization of Switched Linearizable Nonlinear Systems. Proc. 45th IEEE Conference on Decision and Control, San Diego, pp. 765770, 2006.
H. Qi, D. Cheng. Numerical Solution to Morgan's Problem. Proc. 25th Chinese Control Conference, Harbin, pp. 114118, 2006.
D. Cheng, H. Qi. Matrix Expression of Logic and Fuzzy Control. Proc. 44th IEEE Conference on Decision and Control, Seville, pp. 32733278, 2005.
H. Qi, D. Cheng. On Logicbased Intelligent Control. Proc. 24th Chinese Control Conference, Guangzhou, pp. 10821088, 2005
