Dong Huang and F. De la Torre, Facial Action Transfer with Personalized Bilinear Regression, European Conference on Computer Vision (ECCV), 2012.
Dong Huang, R. Silveira and F. De la Torre, Robust Regression, European Conference on Computer Vision (ECCV), 2012.
Dong Huang, K. Meyers, S. Henry, F. De la Torre and C. C. Horn, Computerized Detection and Analysis of Cancer Chemotherapy-induced Emesis in a Small Animal Model, Musk Shrew, Journal of Neuroscience Methods, 50(1693-1711), 2010.
Dong Huang, Y. Tian and F. De la Torre, Local Isomorphism to Solve the Pre-image Problem in Kernel Methods, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011.
Dong Huang, M. Storer, F. De la Torre and H. Bischof, Supervised Local Subspace Learning for Continuous Head Pose Estimation, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011.
Dong Huang and F. De la Torre, Bilinear Kernel Reduced Rank Regression for Facial Expression Synthesis, European Conference on Computer Vision(ECCV), (Oral 3.8%), Greece, Sep. 2010.
Dong Huang, Zhang Yi and Xiaorong Pu, Manifold Based Learning and Synthesis, IEEE Transactions on Systems, Man and Cybernetics - Part B, regular paper, 39(3):529-606, June 2009.
Dong Huang and Zhang Yi, A New Incremental PCA Algorithm With Application to Visual Learning, Neural Processing Letters，30(3), 171-185, 2009.
Dong Huang , Zhang Yi and Xiaorong Pu, A New Local PCA SOM Algorithm, Neurocomputing , 71:3544-3552. 2008.
Dong Huang and Zhang Yi, Shape Recovery by A Generalized Topology Preserving SOM, Neurocomputing , 72: 573-580, 2008
Dong Huang , Zhang Yi and Xiaorong Pu, Manifold Learning With Local Geometry Preserving and Global Affine Transformation. IEEE International Conferences on Cybernetics & Intelligent Systems (CIS) and Robotics, Automation & Mechatronics (RAM) (CIS-RAM 2008), 1178-1192, 2008.
Dong Huang and Xiaorong Pu, A Kernel View of Manifold Analysis for Face Images. IEEE International Conference on Intelligent System and Knowledge Engineering (ISKE2008), 2008.