研究方向：
2-d系统动力学；
布尔网络动态分析；
复杂网络控制与优化；
神经网络应用；
复杂系统鲁棒控制、滤波与随机分析。
参编论著：
1、j. liang, z. wang and f. wang, recursive filtering for 2-d shift-varying systems with communication constraints, crc press, 2022. (isbn: 978-1-003-18921-3)
2、l. zou, z. wang and j. liang, communication-protocol-based filtering and control of networked systems, springer, 2022. (isbn: 978-3-030-97511-1)
3、j. cao, f. ren and j. liang, dynamics in artificial higher order neural networks with delays, in:artificial higher order neural networks for economics and business, chapter 18, edited by m. zhang, igi global, hershey, usa, 2008. (isbn: 978-1-59904-897-0)
4、j. liang, zidong wang and x. liu, on synchronization of coupled delayed neural networks, in: recent advances in nonlinear dynamics and synchronization - theory and applications, chapter 5, edited by k. kyamakya, w.a. halang, h. unger, j.c. chedjou, n.f. rulkov and z. li, pp. 117-149, series: studies in computational intelligence, vol. 254, springer-verlag berlin/heidelberg, germany, 2009. (isbn: 978-3-642-04226-3)
近年发表论文：
1. m. li and j. liang, probability-guaranteed distributed estimation for two-dimensional systems under stochastic access protocol, ieee transactions on signal and information processing over networks, 10: 216-226, 2024.
2. r. wang and j. liang, the effect of multiscale parameters on the spiking properties of the morphological neuron with excitatory autapse, systems science & control engineering, 12(1): 2313865, 2024.
3. j. zhang, j. lu, j. liang, and j. zhong, average consensus of whole-process privacy protection: a scale parameter method, information fusion, 107: 102312, 2024.
4. l. tong, j. liang, and y. liu, critical observability of partially observed discrete event systems under cyber attacks, science china: information sciences, 67(2): 129203, 2024.
5. l. tong and j. liang, fault detectability of asynchronous delayed boolean control networks with sampled-data control, ieee transactions on network science and engineering, 11(1): 724-735, 2024.
6. c. yang, j. liang, and w. xu, pi observer-based synchronization control for singularly perturbed complex dynamical networks: an improved coding-decoding protocol scheme, ieee transactions on network science and engineering, 11(1): 858-871, 2024.
7. l. tong, j. liang, and h.-x. hu, fault detectability of asynchronous switched boolean networks: a set reachability approach, ieee/acm transactions on computational biology and bioinformatics, 20(6): 3876-3888, 2023.
8. m. li, j. liang, and j. qiu, set-membership filtering for 2-d systems under uniform quantization and weighted try-once-discard protocol, ieee transactions on circuits and systems-ii: express briefs, 70(9): 3474-3478, 2023.
9. f. wang, j. liang, j. lam, j. yang, and c. zhao, robust filtering for 2-d systems with uncertain-variance noises and weighted try-once-discard protocols, ieee transactions on systems, man, and cybernetics: systems, 53(5): 2914-2924, 2023.
10. j. zhang, j. lu, j. liang, and k. shi, privacy-preserving average consensus in multi-agent systems via partial information transmission, ieee transactions on systems, man, and cybernetics: systems, 53(5): 2781-2791, 2023.
11. l. tong and j. liang, i-s detectability of partially-observed discrete event systems: a novel matrix-based method, journal of the franklin institute, 360(4): 3436-3458, 2023.
12. z. yan, x. huang, and j. liang, aperiodic sampled-data control for stabilization of memristive neural networks with actuator saturation: a dynamic partitioning method, ieee transactions on cybernetics, 53(3): 1725-1737, 2023.
13. r. wang and j. liang, stimulation location encoding on the spike train of neuron models with passive dendrite, applied mathematical modelling, 115: 414-430, 2023.
14. f. wang, z. wang, j. liang, and c. silvestre, recursive locally minimum-variance filtering for two-dimensional systems: when dynamic quantization effect meets random sensor failure, automatica, 148: 110762, 2023.
15. j. wang, j. liang, and j. yang, nonfragile dynamic output-feedback control for positive singular systems under the switched mechanism and round-robin protocol, nonlinear analysis: hybrid systems, 47: 101292, 2023.
16. x. guo and j. liang, prescribed-time bipartite consensus for signed directed networks on time scales, international journal of control, 96(2): 508-516, 2023.
17. s. liang, j. liang, and j. qiu, finite-time input-to-state stability of discrete-time stochastic switched systems: a comparison principle based method, international journal of systems science, 54(1): 1-16, 2023.
18. h. chen, z. wang, b. shen, and j. liang, distributed recursive filtering over sensor networks with non-logarithmic sensor resolution, ieee transactions on automatic control, 67(10): 5408-5415, 2022.
19. h. chen, z. wang, b. shen, and j. liang, model evaluation of the stochastic boolean control networks, ieee transactions on automatic control, 67(8): 4146-4153, 2022.
20. f. wang, z. wang, j. liang, and s.x. ding, recursive distributed filter design for 2-d systems over sensor networks: on component-based, node-wise and dynamic event-triggered scheme, ieee transactions on signal and information processing over networks, 8: 584-596, 2022.
21. y. wang, j. lu, and j. liang, security control of multi-agent systems under denial-of-service attacks, ieee transactions on cybernetics, 52(6): 4323-4333, 2022.
22. j. wang, j. liang, l. zhang, and x. ding, non-fragile dynamic output-feedback control for l1-gain performance of positive fm-ii model with pdt switching: an event-triggered mechanism, international journal of robust and nonlinear control, 32(6): 3986-4007, 2022.
23. f. wang, z. wang, j. liang, and c. silvestre, a recursive algorithm for secure filtering for two-dimensional state-saturated systems under network-based deception attacks, ieee transactions on network science and engineering, 9(2): 678-688, 2022.
24. f. wang, z. wang, j. liang, and j. yang, locally minimum-variance filtering of 2-d systems over sensor networks with measurement degradations: a distributed recursive algorithm, ieee transactions on cybernetics, 52(2): 996-1008, 2022.
25. l. tong and j. liang, stabilization of impulsive bns with stochastic disturbances: an aperiodic/periodic scheme, ieee transactions on circuits and systems-ii: express briefs, 69(1): 124-128, 2022.
26. q. li, j. liang, and h. qu, h_infinity estimation for stochastic semi-markovian switching cvnns with missing measurements and mode-dependent delays, neural networks, 141: 281-293, 2021.
27. j. zhang, j. lu, and j. liang, synchronization of finite field networks with switching multiple communication channels, ieee transactions on network science and engineering, 8(3): 2160-2169, 2021.
28. j. wang, j. liang, c.-t. zhang, dissipativity analysis and synthesis for positive roesser systems under the switched mechanism and takagi-sugeno fuzzy rules, information sciences, 546: 234-252, 2021.
29. h. chen, z. wang, j. liang, and m. li, state estimation for stochastic time-varying boolean networks, ieee transactions on automatic control, 65(12): 5480-5487, 2020.
30. s. gao, j. du, and j. liang, impacts of preferences on the emergence of cooperation, physical review e, 102: 052414, 2020.
31. s. gao and j. liang, cooperation under institutional incentives with perfect and imperfect observation, physics letters a, 384(28): 126723, 2020.
32. j. wang, j. liang, and j. qiu, asynchronous l1 control for 2d switched positive systems with parametric uncertainties and impulses, nonlinear analysis: hybrid systems, 37: 100887, 2020.
33. y. wang, j. lu, x. li, and j. liang, synchronization of coupled neural networks under mixed impulsive effects: a novel delay inequality approach, neural networks, 127: 38-46, 2020.
34. s. gao, j. du, and j. liang, evolution of cooperation under punishment, physical review e, 101(6): 062419, 2020.
35. f. wang, z. wang, j. liang, and x. liu, recursive distributed filtering for two-dimensional shift-varying systems over sensor networks under stochastic communication protocols, automatica, 115: 108865, 2020.
36. f. wang, z. wang, j. liang, and x. liu, event-triggered recursive filtering for shift-varying linear repetitive processes, ieee transactions on cybernetics, 50(4): 1761-1770, 2020.
37. h. chen and j. liang, local synchronization of interconnected boolean networks with stochastic disturbances, ieee transactions on neural networks and learning systems, 31(2): 452-463, 2020.
38. f. wang, z. wang, j. liang, and x. liu, recursive state estimation for two-dimensional shift-varying systems with random parameter perturbation and dynamical bias, automatica, 112: 108658, 2020.
39. f. wang, z. wang, j. liang, and x. liu, robust finite-horizon filtering for two-dimensional systems with randomly varying sensor delays, ieee transactions on systems, man, and cybernetics: systems, 50(1): 220-232, 2020.
40. j. liang, f. wang, z. wang, and x. liu, minimum-variance recursive filtering for two-dimensional systems with degraded measurements: boundedness and monotonicity, ieee transactions on automatic control, 64(10): 4153-4166, 2019.
41. l. li, x. shi, and j. liang, synchronization of impulsive coupled complex-valued neural networks with delay: the matrix measure method, neural networks, 117: 285-294, 2019.
42. f. wang, z. wang, j. liang, and x. liu, resilient state estimation for two-dimensional time-varying systems with redundant channels: a variance-constrained approach, ieee transactions on cybernetics, 49(7): 2479-2489, 2019.
43. p. liu, x. nie, j. liang, and j. cao, multiple mittag-leffler stability of fractional-order competitive neural networks with gaussian activation functions, neural networks, 108: 452-465, 2018.
44. x. guo, j. liang, and j. lu, asymmetric bipartite consensus over directed networks with antagonistic interactions, iet control theory & applications, 12(17): 2295-2301, 2018.
45. j. liang, f. wang, z. wang, and x. liu, robust kalman filtering for two-dimensional systems with multiplicative noises and measurement degradations: the finite-horizon case, automatica, 96: 166-177, 2018.
46. f. wang, z. wang, j. liang, and x. liu, resilient filtering for linear time-varying repetitive processes under uniform quantizations and round-robin protocols, ieee transactions on circuits and systems-i: regular papers, 65(9): 2992-3004, 2018.
47. f. wang, j. liang, z. wang, and x. liu, a variance-constrained approach to recursive filtering for nonlinear two-dimensional systems with measurement degradations, ieee transactions on cybernetics, 48(6): 1877-1887, 2018.
48. h. chen, j. liang, j. lu, and j. qiu, synchronization for the realisation-dependent probabilistic boolean networks, ieee transactions on neural networks and learning systems, 29(4): 819-831, 2018.
49. f. wang and j. liang, constrained h_infinity estimation for time-varying networks with hybrid incomplete information, international journal of robust and nonlinear control, 28(2): 699-715, 2018.
50. f. wang, j. liang, and a. m. dobaie, resilient filtering for time-varying stochastic coupling networks under the event-triggering scheduling, international journal of general systems, 47(5): 491-505, 2018.
