Yang Liu
Assistant Professor
Department of Computer Science
Hong Kong Baptist University (HKBU)
China
Biography
Dr. Liu is currently a Research Assistant Professor in the Department of Computer Science at Hong Kong Baptist University. He received his B.Eng. and M.Eng. degrees in Automation from National University of Defense Technology in 2004 and 2007, respectively. He received the Ph.D. degree in Computing from The Hong Kong Polytechnic University in 2011. Between 2011 and 2012, he was a Postdoctoral Research Associate in the Department of Statistics at Yale University. Before joining HKBU, Dr. Liu was a Research Fellow and the Coordinator of Cognitive Computing Lab in the Department of Computing at PolyU. His research interests include cognitive science, machine learning, applied mathematics, as well as their applications in brain modeling, high-dimensional data mining, visual content analysis, music therapy, health informatics, and complex network analysis.
Research Interest
Machine Learning, Pattern Recognition, Data Mining, Health Informatics, Complex Network Analysis, Cognitive Science, Affective Computing, Brain Modeling, Visual Content Analysis, Music Therapy
Publications
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Yang Liu, Yan Liu, Chaoguang Wang, Xiaohong Wang, Peiyuan Zhou, Gino Yu, and Keith C.C. Chan. What Strikes the Strings of Your Heart? – Multi-Label Dimensionality Reduction for Music Emotion Analysis via Brain Imaging, IEEE Transactions on Autonomous Mental Development (IEEE TAMD), 7(3), pp. 176-188, 2015.
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Yang Liu, Yan Liu, Xiang Zhang, Gong Chen, and Kejun Zhang. Learning Music Emotion Primitives via Supervised Dynamic Clustering, in Proceedings of 24th ACM International Conference on Multimedia (ACM MM), 2016.
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Yan Liu, Yang Liu, Shenghua Zhong, and Songtao Wu. Implicit Visual Learning: Image Recognition via Dissipative Learning Model, ACM Transactions on Intelligent Systems and Technology (ACM TIST), 8(2), 31:1-24. 2017.
