Publications

• Y. Huang and J. Liu, Exclusive Sparsity Norm Minimization with Random Groups via Cone Projection, IEEE Transactions on Neural Networks and Learning Systems, 2018.
• H. Wang* Y. Huang*, J. Liu, H. Huang, Asynchronous Parallel Empirical Variance Guided Algorithms for the Thresholding Bandit Problem, , IJCAI, 2018. (* equal contribution, under review)
• Y. Huang, Q. Meng, J. Liu and S. Huang CHI: A Contemporaneous Health Index for Disease Monitoring using Longitudinal Data, 2016. (under review).
• H. Yang, Y. Huang, L. Tran, J. Liu and S. Huang, On Benefits of Selection Diversity via Bilevel Exclusive Sparsity, Journal of Biomedical Informatics, 2017.
• J. Zhong, Y. Huang, and J. Liu, Asynchronous Parallel Empirical Variance Guided Algorithms for the Thresholding Bandit Problem, Journal of Machine Learning Research, 2017. (Under review).
• X. Lian, H. Zhang, C.-J. Hsieh, Y. Huang and J. Liu, A Comprehensive Linear Speedup Analysis for Asynchronous Stochastic Parallel Optimization from Zeroth-Order to First-Order, NIPS, 2016.
• X. Lian, Y. Huang, Y. Li, J. Liu, Asynchronous Parallel Stochastic Gradient for Nonconvex Optimization, NIPS, 2015. (Spotlight, rate 4%)
• J. Zhao, R. Xia, W. Liu, J. Xu and Y. Huang, Research on Volume Measurement Technology for Rail Tanker Based on Computer Vsion, International Conference on Mechatronics and Applied Mechanics, 2011.
• F. Yang, W. Liu and Y. Huang, A Method of Automatic Wheel Identify and Classify, Chinese Journal of Microcomputer Information, 2010.
• Y. Huang and W. Liu, Robust Estimation of the Fundamental Matrix Based on LTS and Bucketing, International Conference on Wavelet Analysis and Pattern Recognition, 2009.
• Y. Huang, W. Liu and J. Zhao, Metric Reconstruction Based on Multifocal Tensors, IEEE International Conference on Intelligent Computing and Intelligent Systems, 2009.
• Y. Huang, W. Liu and J. Zhao, An Approach to Metric Reconstruction Based on Trifocal Tensor, Chinese Journal of Scientific Instrument, 2009.
• Y. Huang and W. Liu, A Method for Fundamental Matrix Estimation Using LQS, Journal of Image and Graphics, 2009.

Patents

• Y. Huang, W. Liu and J. Zhao, An Approach to Metric Reconstruction Based on Trifocal Tensor, Cn101750029a, 2009.
• J. Zhao, R. Xia, W. Liu, Y. Huang, An Approach on volume measurement technology for rail tanker based on computer vision, Cn101629805, 2010.