Exact Recover of Sparsely-Used Dictionaries, Best paper award of the 25th Conference on Learning Theory (COLT), Jun.2012.
A convergent solution to Tensor Subspace Learning, International Joint Conferences on Artificial Intelligence (IJCAI07 Oral) , Jan. 2007.
Transductive Regression Piloted by Inter-Manifold Relations, International Conferences on Machine Learning (ICML07) , Jun. 2007.
Exploring Feature Descriptors for Face Recognition, International Conferences on Acoustics, Speech, and Signal Processing (ICASSP07) , Apri. 2007.
Learning Auto-Structured Regressor from Uncertain NonNegative Labels, International Conferences on Computer Vision (ICCV07) , Oct. 2007.
Exploring Intrinsic Structures from Samples: Supervised, Unsupervised and Semisupervised Frameworks, M'Phil Thesis Presentation , Jun. 2007.