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上海交大机械与动力工程学院A楼716室
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教育背景
时间
毕业院校
学历
2012-2016
香港中文大学机械工程与自动化
博士
2008-2012
清华大学精仪系微机电系统工程,数学与应用数学
学士
工作经历
2016.6—至今 上海交通大学机械与动力工程学院 智能制造与信息工程研究所 讲师
2011/07-2011/09  香港中文大学机械工程与自动化系,初级研究助理(Junior Research Assistant)
出访及挂职经历
研究方向
神经网络
神经网络动力学优化
智能优化算法
鲁棒控制
智能制造与优化算法
科研项目
代表性论文专著
【期刊论文】
[7] S. T. Qin, X. Le, J. Wang, A neurodynamic optimization approach to convex quadratic bilevel programming problems, IEEE Transactions on Neural Networks and Learning Systems, to appear (SCI IF: 4.854)
[6] X. Le, J. Wang, A two-time-scale neurodynamic approach to constrained minimax optimization, IEEE Transactions on Neural Networks and Learning Systems, 2017, 28(3), 620-629. (SCI IF: 4.854)
[5] Z. Yan, X. Le, J. Wang, Tube-based robust model predictive control of nonlinear systems via collective neurodynamic optimization, IEEE Transactions on Industrial Electronics, 2016, 63(7), 4377-4386. (SCI IF: 6.383)
[4] X. Zhang#, X. Le#, Z. Wu, Emily Whiting, C. L. Wang, Data-driven bending elasticity design by shell thickness, Computer Graphics Forum, 2016, 35(5): 157-166. (#共同第一作者, SCI IF: 1.542)
[3] X. Zhang, X. Le, Athina Panotopoulou, Emily Whiting, C. L. Wang, Perceptual models of preference in 3D printing direction, ACM Transactions on Graphics, 2015, 34(6): 215 (ACM Siggraph Asia 2015). (SCI IF: 4.218)
[2] X. Le, J. Wang, Neurodynamics-based robust pole assignment for high-order descriptor systems, IEEE Transactions on Neural Networks and Learning Systems, 2015, 26(11): 2962-2971. (SCI IF: 4.854)
[1] X. Le, J. Wang, Robust pole assignment for synthesizing feedback control systems using recurrent neural networks, IEEE Transactions on Neural Networks and Learning Systems, 2014, 25(2): 383-393. (SCI IF: 4.854)

【会议论文】
[14] T. Yang, X. Le, J. Wang, Robust pole assignment for synthesizing fractional-order control systems via neurodynamic optimization. Proceedings of 13th IEEE International Conference on Control and Automation (IEEE ICCA 2017), Ohrid, Macedonia, July 3-6, 2017.
[13] X. Le, S. Chen, Y. Zheng, J. Xi, A multiple-objective neurodynamic optimization to electric load management under demand-response program, Proceedings of 14th International Symposium on Neural Networks (ISNN 2017), Sapporo, Hokkaido, Japan, June 21-26, 2017.
[12] X. Le, J. Wang, A two-time-scale neurodynamic approach to robust pole assignment, Proceedings of 8th International Conference on Computational Intelligence (ICACI 2016), Chiang Mai, Thailand, February 2016, 60-67.
[11] S. T. Qin, X. Le, J. Wang, A neurodynamic optimization approach to bilevel linear programming, Proceedings of 12th International Symposium on Neural Networks (ISNN2015), Jeju, Korea, October 2015, 418-425.
[10] X. Le, J. Wang, A neurodynamic optimization approach to synthesis of linear systems with fault detection via robust pole assignment, Proceedings of International Joint Conference on Neural Networks (IJCNN 2015), Killarney, Ireland, July 2015.
[9] Z. Yan, X. Le, J. Wang, Model predictive control of linear parameter varying systems based on a recurrent neural network, Proceeding of International Conference on the Theory and Practice of Natural Computing (TPNC 2014), Granada Spain, December 2014, 255-266.
[8] X. Le, J. Wang, A neurodynamic optimization approach to robust pole assignment based on convex reformulation, Proceedings of IEEE Multi-Conference on Systems and Control (MSC2014), Antibes, France, October 2014, 1425-1430.
[7] H. Guan, X. Le, J. Wang, Vehicle suspension vibration control using recurrent neural networks, Proceedings of Fifth International Conference on Intelligent Control and Information Processing (ICICIP 2014), Dalian, China, August 2014, 435-440.
[6] X. Le, Z. Yan, J. Wang, Neurodynamics-based robust eigenstructure assignment for second-order descriptor systems, Proceedings of International Joint Conference on Neural Networks (IJCNN 2014), Beijing, China, July 2014, 2770-2775.
[5] X. Le, J. Wang, Z. Yan, Neurodynamics-based robust pole assignment for synthesizing second-order control systems via output feedback based on a convex feasibility problem reformulation, Proceedings of IEEE International Symposium on Innovations in Intelligent Systems and Applications (INISTA2014), Alberobello, Italy, June 2014,1-6.
[4] X. Le, J. Wang, A neurodynamic optimization approach to robust pole assignment for synthesizing linear state feedback control systems, Proceedings of IEEE Annual Conference on Decision and Control (CDC 2013), Florence, Italy, December,2013, 6806-6811.
[3] X. Le, J. Wang, A neurodynamic optimization approach to robust pole assignment for synthesizing linear control systems based on a convex feasibility problem reformulation, Proceedings of International Conference on Neural Information Processing (ICONIP 2013), November 2013, 284-291.
[2] X. Le, Z. Yan, J. Wang, A neurodynamic optimization approach to robust pole assignment for synthesizing piecewise linear control systems, Proceedings of International Conference on Information and Automation (ICIA 2013), Yinchuan, China, August 2013, 1334-1339.
[1] X. Le, J. Wang, Neurodynamic optimization approaches to robust pole assignment based on alternative robustness measures, Proceedings of International Joint Conference on Neural Networks (IJCNN 2013), Dallas, United States, August 2013, 913-920.

教学工作
软件版权登记及专利
学术兼职
【会议组织】
• Publication Chair(出版主席)——Seventh International Conference on Intelligent Control and Information Processing (ICICIP), Angkor, Cambodia, December 1-4, 2016. 
• Publication Chair(出版主席)——Seventh International Conference on Information Science and Technology (ICIST), Da Nang, Vietnam, April 16-19, 2017. 
• Publication Chair(出版主席)——14th International Symposium on Neural Networks(ISNN), Sapporo, Hokkaido, Japan, June 21-23, 2017. 
• Publication Chair(出版主席)——International Conference on Neural Information Processing(ICONIP 2018), Dec 2018. 
• Program Committee(技术委员会成员)——International Conference On Intelligent Computing (ICIC), Liverpool,UK, August 7-10, 2017
【期刊审稿人】
• IEEE Transaction on Neural Networks and Learning Systems 
• Neural Networks 
• International Journal of Systems Science
• International Journal of Machine Learning and Cybernetics 
• Journal of Mechanical Design
荣誉奖励
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