Journal:
(1) Wenrui Dai, Yong Li, Junni Zou, Hongkai Xiong, Yuan F. Zheng, “Fully Decomposable Compressive Sampling with Joint Optimization for Multidimensional Sparse Representation”, IEEE Transactions on Signal Processing, vol. 66, no. 3, pp. 603-616, Feb. 2018.
(2) Chenglin Li, Hongkai Xiong, Junni Zou, Dapeng Wu, “Joint Dynamic Rate Control and Transmission Scheduling for Scalable Video Multirate Multicast over Wireless Networks”, IEEE Transactions on Multimedia, vol. 20, no. 2, pp. 361-378, Feb. 2018.
(3) Chenglin Li, Laura Toni, Junni Zou, Hongkai Xiong, Pascal Frossard, “QoE-Driven Mobile Edge Caching Placement for Adaptive Video Streaming”, IEEE Transactions on Multimedia, vol. 20, no. 4, pp. 965-984, Apr. 2018.
(4) Xiaopeng Zhang, Hongkai Xiong, W. Lin, Q. Tian, “Weak to Strong Detector Learning for Simultaneous Classification and Localization”, accepted by IEEE Transactions on Circuits and Systems for Video Technology, 2018.
(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, 2018.
(6) 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, 2018.
(7) 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”, IEEE Transactions on Signal Processing, vol. 65, no. 19, pp. 5062-5077, Oct. 2017.
(8) Xiaopeng Zhang, Hongkai Xiong, W. Zhou, W. Lin, Q. Tian, “Picking Neural Activations for Fine-grained Recognition”, IEEE Transactions on Multimedia, vol. 19, no. 12, pp. 2736-2750, Dec. 2017.
(9) 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.
(10) 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.
(11) Chuan Wang, Hua Zhang, Liang Yang, Xiaochun Cao, Hongkai Xiong, “Multiple Semantic Matching on Augmented N-partite Graph for Object Co-segmentation”, IEEE Transactions on Image Processing, vol. 26, no. 12, pp. 5825-5839, Dec. 2017.
(12) 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.
(13) 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.
(14) Botao Wang, D. Lin, Hongkai Xiong, Y. F. Zheng, “Joint Inference of Objects and Scenes with Efficient Learning of Text-Object-Scene Relations”, IEEE Transactions on Multimedia, vol. 18, no. 3, pp. 507-520, Mar. 2016.
(15) Xiaopeng Zhang, Hongkai Xiong, W. Zhou, Q. Tian, “Fused One-vs-All Features with Semantic Alignments for Fine-Grained Visual Categorization”, IEEE Transactions on Image Processing, vol. 25, no. 2, pp. 878-891, Feb. 2016.
(16) Wenrui 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 Transactions on Signal Processing, vol. 63, no. 2, November 1, pp. 5650-5664, Nov. 2015.
(17) J. Zou, Q. Wu, Hongkai Xiong, C. W. Chen, "Dynamic Spectrum Access and Power Allocation for Cooperative Cognitive Radio Networks", IEEE Transactions on Signal Processing, vol. 63, no. 2, pp. 5650-5664, Nov. 2015.
(18) S. Wang, Yuchen Zhang, Wenrui Dai, K. Lauter, M. Kim, Y. Tang, Hongkai Xiong, and X. Jiang, “HEALER: Homomorphic computation of ExAct Logistic rEgRes-sion for secure rare disease variants analysis in GWAS”, Bioinformatics, vol. 32, no. 2, pp. 211-218, 2016.
(19) Yong Li, X. Jiang, S. Wang, Hongkai Xiong, L. Ohno-Machado, “VERTIcal Grid lOgistic regression (VERTIGO)”, Journal of the American Medical Informatics Association, 2016.
(20) Yuchen Zhang,Wenrui Dai, X. Jiang, Hongkai Xiong, S. Wang,“FORESEE: Fully Outsourced secuRe gEnome Study basEd on homomorphic Encryption", BMC Medical Informatics and Decision Making, 2015.
(21) Chenglin Li, Hongkai Xiong, Dapeng Wu, “Delay-Rate-Distortion Optimized Rate Control for End-to-end Video Communication over Wireless Channels”, IEEE Transactions on Circuits and Systems for Video Technology, vol. 25, no. 10, pp. 1665-1681, Oct. 2015.
(22) Botao Wang, Hongkai Xiong, Jiang X, Y. F. Zheng, "Data-driven Hierarchical Structure Kernel for Multiscale Part Based Object Recognition", IEEE Transactions on Image Processing,vol. 23, no. 4, pp. 1765-1778, Apr. 2014.
(23) Wenrui Dai, Hongkai Xiong, Jia Wang, Y. F. Zheng. “Large Discriminative Structured Set Prediction Modeling With Max-Margin Markov Network for Lossless Image Coding,” IEEE Transactions on Image Processing,vol. 23, no. 2, pp. 541-554, Feb. 2014.
(24) Li Chenglin, Wu Dapeng, Hongkai Xiong, “Delay-Power-Rate-Distortion Model for Wireless Video Communication Under Delay and Energy Constraints”, IEEE Transactions on Circuits and Systems for Video Technology, vol. 24, no. 7, pp. 1170-1183, July 2014.
(25) 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.
(26) Junni Zou, Q. Wu, Hongkai Xiong, C. W. Chen, “Joint Spectrum and Power Auction with Multi-Auctioneer and Multi-Bidder in Coded Cooperative Cognitive Radio Networks”, IEEE Transactions on Wireless Communication, vol. 13, no. 10, pp. 5768-5780, Oct. 2014.
(27) 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 Transactions on Circuits and Systems for Video Technology, vol. 23, no. 11, pp. 1941-1956, Nov. 2013.
(28) 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 Transactions on Circuits and Systems for Video Technology, vol. 23, no. 4, pp. 710-728, Apr. 2013.
(29) Hongkai Xiong, Zheng D, Zhu Q, Wang B, Zheng Y. F. “A Structured Learning-Based Graph Matching Method For Tracking Dynamic Multiple Objects,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 23, no. 3, pp. 534-548, Mar. 2013.
(30) J. Zou, Hongkai Xiong, D. Wang, C. W. Chen, “Optimal Power Allocation for Hybrid Overlay/Underlay Spectrum Sharing in Multiband Cognitive Radio Networks”, IEEE Transactions on Vehicular Technology, vol. 62, no. 4, pp. 1827-1837, May 2013.
(31) P. Li, X. Jiang, S. Wang, J. Kim, Hongkai Xiong, Lucila Ohno-Machado. “HUGO: Hierarchical mUlti-reference Genome cOmpression For Aligned Reads”, Journal of the American Medical Informatics Association, doi:10.1136/amiajnl-2013-002147, vol. 23, Mar. 2014.
(32) P. Li, S. Wang, J. Kim, Hongkai Xiong, L. Ohno-Machado, X. Jiang, “DNA-COMPACT: DNA COMpression Based on A Permutation-Allocated Contextual Targeting Approach”, PLoS ONE, 8(11): e80377. doi:10.1371/journal.pone.0080377, Nov. 2013. http://dx.plos.org/10.1371/journal.pone.0080377, 2013.
(33) C. Li, Hongkai Xiong, J. Zou, C. W. Chen, “Distributed Robust Optimization for Scalable Video Multi-Rate Multicast over Wireless Networks”, IEEE Transactions on Circuits and Systems for Video Technology, vol. 22, no. 6, pp. 943-957, Jun. 2012.
(34) Hongkai Xiong, L. Zhu, N. Ma, Y. Zheng, “Scalable Video Compression Framework with Adaptive Orientational Multiresolution Transform and Nonuniform Directional Filterbank Design”, IEEE Transactions on Circuits and Systems for Video Technology, vol. 21, no. 8, pp. 1085-1099, Aug. 2011.
(35) Hongkai Xiong, Y. Xu, Y. Zheng, C. W. Chen, “Priority Belief Propagation based Inpainting Prediction with Tensor Voting Projected Structure in Video Compression,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 21, no. 8, pp. 1115-1129, Aug. 2011.
(36) Y. Zhang, Hongkai Xiong, Z. He, S. Yu, C. W. Chen, “Reconstruction for Distributed Video Coding: A Context-Adaptive Markov Random Field Approach”, IEEE Transactions on Circuits and Systems for Video Technology, vol. 21, no. 8, pp. 1100-1114, Aug. 2011.
(37) 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 Transactions on Circuits and Systems for Video Technology, vol. 21, no. 5, pp. 550-564, May 2011.
(38) Y. Zhang, Hongkai Xiong, Z. He, S. Yu, C. W. Chen, " An Error Resilient Video Coding Scheme Using Embedded Wyner–Ziv Description With Decoder Side Non-Stationary Distortion Modeling," IEEE Transactions on Circuits and Systems for Video Technology, vol. 21, no. 4, pp. 498-512, Apr. 2011.
(39) J. Zou, Hongkai Xiong, C. Li, L. Song, Z. He, T. Chen, “Prioritized Flow Optimization with Multi-Path and Network Coding Based Routing for Scalable Multirate Multicasting,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 21, no. 3, pp. 259-273, Mar. 2011.
(40) J. Zou, Hongkai Xiong, C. Li, R. Zhang, Z. He, “Lifetime and Distortion Optimization with Joint Source/Channel Rate Adaptation and Network Coding Based Error-Control in Wireless Video Sensor Networks,” IEEE Transactions on Vehicular Technology, vol. 60, no. 3, pp. 1182-1194, Mar. 2011.
(41) C. Li, J. Zou, Hongkai Xiong, C. W. Chen, “Joint Coding/Routing Optimization for Distributed Video Sources in Wireless Visual Sensor Networks,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 21, no. 2, pp. 141-155, Feb. 2011.
(42) Hongkai Xiong, H. Lv, Y. Zhang, L. Song, Z. He, T. Chen, “Subgraphs Matching-Based Side Information Generation for Distributed Multiview Video Coding,” EURASIP Journal on Advances in Signal Processing, vol. 2009, Article ID 386795, doi:10.1155/2009/386795, 17 pages, 2009.
(43) K. Zhang, Hongkai Xiong, X. Zhou, L. Yang, Y. Wang, S. Wong, “A Confident Scale-Space Shape Representation Framework for Cell Migration Detection,” Journal of Microscopy-Oxford, vol. 231, no. 3, pp. 395-407, Aug. 2008.
(44) D. Zhang, W. Zhang, J. Xu, F. Wu, Hongkai Xiong, “A Cross-resolution Leaky Prediction Scheme for In-band Wavelet Video Coding with Spatial Scalability,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 18, no. 4, pp. 516-521, Apr. 2008.
(45) Z. He, Hongkai Xiong, “Transmission Distortion Analysis for Real-Time Video Encoding and Streaming over Wireless Networks,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 16, no. 9, pp. 1051-1062, Sep. 2006.