Department of Computer Science
University of Massachusetts Boston
100 Morrissey Boulevard
Boston, MA 02125-3393
Email: yangmu_AT_cs.umb.edu
Education
Ph.D, August 2015, University of Massachusetts Boston, Computer Science.
B.S, June 2008, Jilin University, Computer Science and Technology.
Work Experience
09/2015-present |
Research Scientist
Ads Integrity Optimization
Facebook
Menlo Park, California, US.
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06/2014-08/2014 |
Research Intern
Bing
Microsoft
Bellevue, Washinton, US.
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Research Assistant
School of Computer Science Engineering
Nanyang Technological University
Singapore.
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Research Assistant
Department of Computing
Hong Kong Polytechnic University
Hong Kong, China.
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SDE Intern
Education team
Microsoft Advanced Technology Center (ATC)
Beijing, China.
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Peer-Reviewed Journal Articles
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Yang Mu, Henry Lo, Wei Ding, Kevin Amaral, and Scott Crouter: Bipart: Learning Block Structure for Activity Detection. IEEE Transactions on Knowledge and Data Engineering, (TKDE), 26(10): 2397-2406, (2014)
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Yang Mu, Wei Ding, Dacheng Tao: Local Discriminative Distance Metrics Ensemble Learning. Pattern Recognition (PR), 46(8): 2337-2349, (2013)
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Wei Ding, Tomasz F. Stepinski, Yang Mu, Lourenço P. C. Bandeira, Ricardo Vilalta, Youxi Wu, Zhenyu Lu, Tianyu Cao, Xindong Wu: Subkilometer Crater Discovery with Boosting and Transfer Learning.ACM Transactions on Intelligent Systems and Technology ACM TIST, 2(4): 39 (2011)
- Bo Xie, Yang Mu, Dacheng Tao, Kaizhu Huang: m-SNE: Multiview Stochastic Neighbor Embedding. IEEE Transactions on Systems, Man, and Cybernetics,Part B (SMC, Part B) 41(4): 1088-1096 (2011)
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Yang Mu, Dacheng Tao: Biologically Inspired Feature Manifold for Gait Recognition. Neurocomputing 73(4-6): 895-902 (2010)
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Yang Mu, Dacheng Tao, Xuelong Li, Fionn Murtagh: Biologically Inspired Tensor Features. Cognitive Computation 1(4): 327-341 (2009)
Peer-Reviewed Conference Articles
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Yang Mu, Henry Lo, Wei Ding and Dacheng Tao, Face Recognition from Multiple Images per Subject. ACM International Conference on Multimedia(ACM MM), Orlando, Florida, November, (2014)
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Yang Mu and Wei Ding, Local Discriminative Distance Metrics and Their Real World Applications. IEEE International Conference on Data Mining, Phd forum (ICDMW), Dallas, Texas, December,(2013)
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Kui Yu, Xindong Wu, Zan Zhang, Yang Mu, Hao Wang, and Wei Ding, Markov Blanket Feature Selection with Non-Faithful Data Distributions. IEEE International Conference on Data Mining (ICDM), Dallas, Texas, December,(2013)
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Yang Mu, Wei Ding, Tianyi Zhou, Dacheng Tao, Constrained Stochastic Gradient Descent for Large-scale Least Squares Problem. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD), Chicago, Illinois, August, (2013)
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Yang Mu, Wei Ding, Dacheng Tao, Tomasz F. Stepinski, Biologically Inspired Model for Crater Detection. International Joint Conference on Neural Networks (IJCNN), San Jose, CA, August, (2011)
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Yang Mu, Wei Ding, Melissa Morabito, Dacheng Tao, Empirical Discriminative Tensor Analysis for Crime Forecasting.International Conference on Knolwege Science, Engineering and Management (KSEM), Irvine, CA, December, (2011)
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Bo Xie, Yang Mu, Dacheng Tao: m-SNE: Multiview Stochastic Neighbor Embedding. International Conference on Neural Information Processing (ICONIP), Sydney, Australia, November, (2010)
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Bo Xie, Yang Mu, Mingli Song, Dacheng Tao: Random Projection Tree and Multiview Embedding for Large-Scale Image Retrieval. International Conference on Neural Information Processing (ICONIP), Sydney, Australia, November, (2010)"
Awards and Honours
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2015, The Award for Outstanding Achievement in Computer Science, UMass Boston
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2014, Student travel award for the ACM International Conference on Multimedia (ACM MM 2014), Orlando, Florida, USA
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2013, Student travel award for the IEEE International Conference on Data Mining (ICDM 2013), Dallas, Texas, USA
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2011, NSF student travel award for the 12th International Symposium on Spatial and Temporal Databases (SSTD 2011), Minneapolis, MN, USA
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2011, NSF student travel award for the 2011 International Joint Conference on Neural Networks (IJCNN 2011), San Jose, California, USA