个人简历

于2003年在大连海事大学获得通信工程专业学士学位；于2006年在汕头大学获得信号与信息处理专业硕士学位；于2010年2月获得香港城市大学工学博士学位。2010年3月在浙江大学信息与电子工程学院从事教学科研工作，2013年12月晋升副教授，并获得博士生导师资格。 近年来，主要从事统计信号处理、分布式信息处理、无线传感器网络等方面的研究。  

研究领域

统计信号处理 机器学习 数据挖掘""

近期论文

1. Ying Liu*, Zhen Xu, Chunguang Li, Distributed online semi-supervised support vector machine, Information Sciences, 2018, 466:236-257.\r
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2. Ying Liu and Chunguang Li*, Secure Distributed Estimation over Wireless Sensor Networks under Adversarial Attacks, IEEE Transaction on Aerospace Electronic Systems, 2018, 54(4):1815-1831.\r
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3. Ying Liu and Chunguang Li*, Distributed Prediction via Adaptive Hammerstein Filter over Networked Systems, IEEE Transactions on Signal and Information Processing Over Networks, 2018, 4(3): 534-548.\r
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4. Ying Liu*, Zhen Xu, Chunguang Li, Online Semi-Supervised Support Vector Machine, Information Sciences, 2018, 439-440:125-141.\r
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5. Xuedan Miao, Ying Liu, Haiquan Zhao, Chunguang Li*, Distributed Online One-Class Support Vector Machine for Anomaly Detection over Networks, IEEE Transaction on Cybernetics, accepted, In press, DOI: 10.1109/TCYB.2018.2804940.\r
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6. Chunguang Li*, Songyan Huang, Ying Liu, Zhaoyang Zhang, Distributed Jointly Sparse Multi-task Learning over Networks, IEEE Transactions on Cybernetics, 48(1): 151-164, 2018.\r
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7. Ying Liu, Chunguang Li*, Complex-valued Bayesian parameter estimation via Markov chain Monte Carlo, Information Sciences, 2016, 326: 334-344.\r
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8. Ying Liu*, Cuili Yang, Wallace K.S. Tang, Chunguang Li*, Optimal topological design for distributed estimation over sensor networks, Information Sciences, 2014, 254: 83-97.\r
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9. Ying Liu*, Wallace K.S. Tang, Enhanced incremental LMS with norm constraints for distributed in-network estimation, Signal Processing, 2014, 94: 373-385\r
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10. Ying Liu* and Xinmin Xu, Stochastic and coherence resonance in a dressed neuron model, International Journal of Bifurcation and Chaos, 2014, 24(4): 1450052-15\r
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11. Zhaoting Liu, Ying Liu, Chunguang Li*, Distributed sparse recursive least-squares over networks, IEEE Transactions on Signal Processing, 2014, 62(6): 1386-1395. \r
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12. Ying Liu, Chunguang Li*, Firing rate propagation through neuronal-astrocytic network, IEEE Transactions on Neural Networks and Learning Systems, 2013, 24(5): 789-799. \r
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13. Ying Liu, Chunguang Li*, Stochastic resonance in feedforward-loop neuronal network motifs in astrocyte field, J Theoretical Biology, 2013, 335: 265-275. \r
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14. Ying Liu, Chunguang Li* and Zhaoyang Zhang, Diffusion sparse least-mean squares over networks, IEEE Transactions on Signal Processing, 2012, 60(8): 4480-4485. \r
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15. Ying Liu, Chunguang Li*, Wallace K.S. Tang and Zhaoyang Zhang, Distributed estimation over complex networks, Information Sciences, 2012, 197:91-104.