EN CH

Yong Li

Ph.D Candidate

Research interests: Compressive sampling

Email: marsleely@sjtu.edu.cn

 

 

 

Publications


Journal Articles

  • Yong Li, Wenrui Dai, J. Zou, Hongkai Xiong, and Y. F. Zheng, "Structured Sparse Representation with Union of Data-driven Linear and Multi-Linear Subspaces Model for Compressive Video Sampling", IEEE Transactions on Signal Processing (TSP), vol. 65, no. 19, pp. 5062-5077, Oct. 2017.
  • Yong Li, X. Jiang, S. Wang, Hongkai Xiong, and L. Ohno-Machado, "VERTIcal Grid lOgistic regression (VERTIGO)", Journal of the American Medical Informatics Association (JAMIA), Nov. 2015. [PDF] [Bibtex]
  • Wenrui Dai, Yong Li, Junni Zou, Hongkai Xiong, Y. F. Zheng, "Fully Decomposable Compressive Sampling with Joint Optimization for Multidimensional Sparse Representation", accepted by IEEE Transactions on Signal Processing (TSP), 2017.
  • Botao Wang, Junni Zou, Yong Li, Kuanyu Ju, Hongkai Xiong, Y. F. Zheng, "Sparse-to-Dense Depth Estimation in Videos via High-Dimensional Tensor Voting", accepted by IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2017.

 

Conference Papers

  • Yong Li, Wenrui Dai, and Hongkai Xiong, "Nonconvex Optimization with Alternating Direction Method of Multipliers for Tensor-based Compressed Sensing with Group Sparsity", accepted by IEEE Data Compression Conference 2017.(Poster)
  • Wenjing Fan, Wenrui Dai, Yong Li and Hongkai Xiong, "Complementary Contextual Models with FM-index for DNA Compression", accepted by IEEE Data Compression Conference 2017.(Oral)
  • Yong Li, Wenrui Dai, and Hongkai Xiong, "Compressive Tensor Sampling with Structured Sparsity", in IEEE Data Compression Conference (DCC'16), Snowbird, Utah, USA, March 2016.(Oral) [PDF] [Bibtex]
  • Kuanyu Ju, Yong Li, and Hongkai Xiong, "Depth Propagation with Tensor Voting for 2D-TO-3D Video Conversion", in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'16), Shanghai, China, March. 2016.(Poster) [PDF] [Bibtex]
  • Yong Li, Wenrui Dai, and Hongkai Xiong, "Subspace Learning with Structured Sparsity for Compressive Video Sampling", in IEEE Data Compression Conference (DCC'15), Snowbird, Utah, USA, Apr. 7-9, 2015.(Poster) [PDF] [Bibtex]
  • Yong Li, and Hongkai Xiong, "Union of Data-driven Subspaces via Subspace Clustering for Compressive Video Sampling", in IEEE Data Compression Conference (DCC'14), Snowbird, Utah, USA, Mar. 26-28, 2014.(Oral) [PDF] [Bibtex]
  • Yong Li, Hongkai Xiong, and Xinwei Ye, "Compressive Video Sampling from A Union of Data-Driven Subspaces", in IEEE Visual Communications and Image Processing (VCIP'13), Kuching, Malaysia, Nov. 2013.(Oral) [PDF] [Bibtex]

 

Institute of Media, Information, and Network (MIN Lab)

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Last updated: on June. 13th, 2017, by Yong Li