Signal Processing, Multimedia Communication and Networking, Computational Photography, Computer Vision, Bioinformatics, and Machine Learning

2003, Ph.D. Shanghai Jiao Tong University

Distinguished Professor, Shanghai Jiao Tong University, 01/2015 - present;
Professor, Dept. Electronic Engineering, Shanghai Jiao Tong University, 12/2011 - present;
Associate Professor, Dept. Electronic Engineering, Shanghai Jiao Tong University, 08/2005 - 12/2011;
Scientist, Division of Biomedical informatics, University of California, San Diego, 6/2011 - 6/2012;
Researcher Scholar, Dept. Electrical and Computer Engineering, Carnegie Mellon University, 12/2007 - 12/2008;
Assistant Professor, Dept. Electronic Engineering, Shanghai Jiao Tong University, 10/2003 - 08/2005

My research interests concentrate on signal processing, multimedia communication and networking, computational photography, computer vision, bioinformatics, and machine learning. They are granted by:
(1) Multimedia Communication (No. 61425011), 2015-2019, NSF;
(2) Distributed Optimization on Mobile Video Delivery Network (No. 61529101), 2016-2019, NSF;
(3) Sparse Representation, Structured Processing, and Joint Coding of Multi-Dimentional Visual Space (U1201255), 2013-2016, NSF;
(4) Sparse Coding with Structured Set Learning towards Video Approximation: Theory and Algorithm (61271218), 2013-2016, NSF;
(5) Interactive and scalable media over software defined networks (DP140104027), 2014-2016, AUSTRALIAN RESEARCH COUNCIL;
(6) Network-Based Video Processing: Theory and Application (60632040), 2007-2010, NSF;
(7) On Multi-scale Generalized Decomposition and Synthesis of Asymmetrical Video Coding (60772099), 2008-2010, NSF;
(8) Object Search in Video, 2010-present, QUALCOMM Incorporated

(1) Yangtze River Scholar Distinguished Professor from Ministry of Education of China, 2016;
(2) National Science Fund for Distinguished Young Scholars, 2014;
(3) Youth Science and Technology Innovation Leader from Ministry of Science and Technology of China, 2016;
(4) Shanghai Academic Research Leader, 2017;
(5) Shanghai Youth Science and Technology Talent, 2014;
(6) Top 10% paper award, IEEE Visual Communications and Image Processing (VCIP) 2016;
(7) Best student paper award, IEEE Visual Communications and Image Processing (VCIP) 2014;
(8) Shanghai Shu Guang Scholar, 2013;
(9) Best paper award, IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) 2013;
(10) SMC-A Excellent Young Faculty Award, Shanghai Jiao Tong University, 2013;
(11) 1st Award of Shanghai Technological Innovation, 2011;
(12) The Top 10% Paper Award, IEEE International Workshop on Multimedia Signal Processing (MMSP) 2011;
(13) SMC-A Excellent Young Faculty Award, Shanghai Jiao Tong University, 2010;
(14) Recipient of New Century Excellent Talents in University, Ministry of Education, 2009

(1) Signals and Systems, http://min.sjtu.edu.cn/courses/ss.htm
(2) Digital Image Processing, http://min.sjtu.edu.cn/courses/dip.htm
(3) Wavelet Transform and Multimedia Signal Processing, http://min.sjtu.edu.cn/courses/wt.htm

1. Yong Li, Wenrui Dai, Junni Zou, Hongkai Xiong, Y. F. Zheng, “Structured Sparse Representation with Union of Data-driven Linear and Multi-Linear Subspaces Model for Compressive Video Sampling”, accepted by IEEE Transactions on Signal Processing, 2017.
2. Xiaopeng Zhang, Hongkai Xiong, W. Zhou, W. Lin, Q. Tian, “Picking Neural Activations for Fine-grained Localization and Description”, accepted by IEEE Transactions on Multimedia, 2017.
3. Wenrui Dai, Yangmei Shen, Hongkai Xiong, Xiaoqian Jiang, Junni Zou, David Taubman, “Progressive Dictionary Learning with Hierarchical Predictive Structure for Scalable Video Coding”, IEEE Transactions on Image Processing, vol. 26, no. 6, pp. 2972-2987, June 2017.
4. Botao Wang; Zhihui Fu; Hongkai Xiong; Y. F. Zheng, “Transductive Video Segmentation on Tree-Structured Model”, IEEE Transactions on Circuits and Systems for Video Technology, vol. 27, no. 5, pp. 922-1005, May 2017.
5. Chenglin Li, Toni Laura, Junni Zou, Hongkai Xiong, Frossard Pascal, “Delay-Power-Rate-Distortion Optimization of Video Representations for Dynamic Adaptive Streaming”, IEEE Transactions on Circuits and Systems for Video Technology, 2017.
6. Botao Wang, Hongkai Xiong, Weiyao Lin, Junni Zou, Yuan F. Zheng, "Multitask Learning of Compact Semantic Codebooks for Context-aware Scene Modeling", IEEE Transactions on Image Processing, vol. 25, no. 11, pp. 5411-5426, Nov. 2016.
B. Wang, D. Lin, Hongkai Xiong, Y. F. Zheng, “Joint Inference of Objects and Scenes with Efficient Learning of Text-Object-Scene Relations”, IEEE Trans. on Multimedia, vol. 18, no. 3, pp. 507-520, Mar. 2016.
7. Wenrui Dai, Yangmei Shen, Xin Tang, J. Zou, Hongkai Xiong, C. W. Chen, "Sparse Representation with Spatio-Temporal Online Dictionary Learning for Efficient Video Coding", IEEE Transactions on Image Processing, vol. 25, no. 10, pp. 4580-4595, Oct. 2016.
8. B. Wang; Zhihui Fu; Hongkai Xiong; Y. F. Zheng, “Transductive Video Segmentation on Tree-Structured Model”, accepted by IEEE Transactions on Circuits and Systems for Video Technology, 2016.
9. X. Zhang, Hongkai Xiong, W. Zhou, Q. Tian, “Fused One-vs-All Features with Semantic Alignments for Fine-Grained Visual Categorization”, IEEE Trans. on Image Processing, vol. 25, no. 2, pp. 878-891, Feb. 2016.
10. W. Dai, Hongkai Xiong, J. Wang, S. Cheng, Y. F. Zheng, “Generalized Context Modeling with Multi-Directional Structuring and MDL-based Model Selection for Heterogeneous Data Compression”, IEEE Trans. on Signal Processing, vol. 63, no. 2, pp. 5650-5664, Nov. 2015.
11. J. Zou, Q. Wu, Hongkai Xiong, C. W. Chen, "Dynamic Spectrum Access and Power Allocation for Cooperative Cognitive Radio Networks", IEEE Trans. on Signal Processing, vol. 63, no. 2, pp. 5637-5649, Nov. 2015.
12. C. Li, Hongkai Xiong, D. Wu, “Delay-Rate-Distortion Optimized Rate Control for End-to-end Video Communication over Wireless Channels”, IEEE Trans. on Circuits and Systems for Video Technology, vol. 25, no. 10, pp. 1665-1681, Oct. 2015.
13. B. Wang, Hongkai Xiong, Jiang X, Y. F. Zheng, "Data-driven Hierarchical Structure Kernel for Multiscale Part Based Object Recognition", IEEE Trans. on Image Processing, vol. 23, no. 4, pp. 1765-1778, Apr. 2014.
14. W. Dai, Hongkai Xiong, J. Wang, Y. F. Zheng. “Structured Set Prediction Modeling with Max-Margin Markov Network for Lossless Image Coding,” IEEE Trans. on Image Processing, vol. 23, no. 2, pp. 541-554, Feb. 2014.
15. C. Li, D. Wu, Hongkai Xiong, “Delay-Power-Rate-Distortion Model for Wireless Video Communication Under Delay and Energy Constraints”, IEEE Trans. on Circuits and Systems for Video Technology, vol. 24, no. 7, pp. 1170-1183, July 2014.
16. B. Wang, Hongkai Xiong, Z. Ren, C. W. Chen, “Deformable Shape Preserving Video Retargeting with Salient Curve Matching”, IEEE Journal on Emerging and Selected topics in Circuits and Systems, vol. 4, no. 1, pp. 82-94, Jan. 2014.
17. J. Zou, Q. Wu, Hongkai Xiong, C. W. Chen, “Joint Spectrum and Power Auction with Multi-Auctioneer and Mul-ti-Bidder in Coded Cooperative Cognitive Radio Networks”, IEEE Trans. on Wireless Communication, vol. 13, no. 10, pp. 5768-5780, Oct. 2014.
18. W. Dai, Hongkai Xiong, X. Jiang, C. W. Chen, “Structured Set Intra Prediction with Discriminative Learning in Max-Margin Markov Network for High Efficiency Video Coding”, IEEE Trans. on Circuits and Systems for Video Technology, vol. 23, no. 11, pp. 1941-1956, Nov. 2013.
19. Hongkai Xiong, Pan Z, Ye X, Chen C. W. “Sparse Spatio-Temporal Representation with Adaptive Regularized Dictionary Learning for Low Bit-Rate Video Coding,” IEEE Trans. on Circuits and Systems for Video Technology, vol. 23, no. 4, pp. 710-728, Apr. 2013.
20. Hongkai Xiong, Zheng D, Zhu Q, Wang B, Zheng Y. F. “A Structured Learning-Based Graph Matching Method For Tracking Dynamic Multiple Objects,” IEEE Trans. on Circuits and Systems for Video Technology, vol. 23, no. 3, pp. 534-548, Mar. 2013.
21. J. Zou, Hongkai Xiong, D. Wang, C. W. Chen, “Optimal Power Allocation for Hybrid Overlay/Underlay Spectrum Sharing in Multiband Cognitive Radio Networks”, IEEE Trans. on Vehicular Technology, vol. 62, no. 4, pp. 1827-1837, May 2013.
22. C. Li, Hongkai Xiong, J. Zou, C. W. Chen, “Distributed Robust Optimization for Scalable Video Multi-Rate Multicast over Wireless Networks”, IEEE Trans. on Circuits and Systems for Video Technology, vol. 22, no. 6, pp. 943-957, Jun. 2012.
23. Hongkai Xiong, L. Zhu, N. Ma, Y. Zheng, “Scalable Video Compression Framework with Adaptive Orientational Multiresolution Transform and Nonuniform Directional Filterbank Design”, IEEE Trans. on Circuits and Systems for Video Technology, vol. 21, no. 8, pp. 1085-1099, Aug. 2011.
24. Hongkai Xiong, Y. Xu, Y. Zheng, C. W. Chen, “Priority Belief Propagation based Inpainting Prediction with Tensor Voting Projected Structure in Video Compression,” IEEE Trans. on Circuits and Systems for Video Technology, vol. 21, no. 8, pp. 1115-1129, Aug. 2011.
25. Y. Zhang, Hongkai Xiong, Z. He, S. Yu, C. W. Chen, “Reconstruction for Distributed Video Coding: A Context-Adaptive Markov Random Field Approach”, IEEE Trans. on Circuits and Systems for Video Technology, vol. 21, no. 8, pp. 1100-1114, Aug. 2011.
26. C. Li, Hongkai Xiong, J. Zou, Z. He, “Joint Source and Flow Optimization for Scalable Video Multi-rate Multicast over Hybrid Wired/Wireless Coded Networks”, IEEE Trans. on Circuits and Systems for Video Technology, vol. 21, no. 5, pp. 550-564, May 2011.

More details can refer to our Institute of Media, Information and Network:
http://min.sjtu.edu.cn