2023

  • Zhihao Duan, Zhan Ma, and Fengqing Zhu, "Unified Architecture Adaptation for Compressed Domain Semantic Inference", accepted by IEEE Trans. Circuits and Systems for Video Technology, Jan. 2023.

  • Jianqiang Wang, Dandan Ding, and Zhan Ma, "Lossless Point Cloud Attribute Compression Using Cross-scale, Cross-group, and Cross-color Prediction", IEEE DCC, March 2023.

  • Zhihao Duan, Ming Lu, Zhan Ma, and Fengqing Zhu, "Lossy Image Compression with Hierarchical VAEs", IEEE WACV, Jan. 2023. [Best Paper - Algorithms]

2022

2021

2020

2019

  • Hao Chen, Xu Zhang, Yiling Xu, Ju Ren, Jingtao Fan, Zhan Ma, and Wenjun Zhang, "T-Gaming: A Cost-Efficient Cloud Gaming System at Scale," IEEE Trans. Parallel and Distributed System, vol. 30, no. 12, pp. 2849-2865, Dec. 2019. [This work has been adopted into a commercialized AnyGame to support thousands of gaming users daily!]

  • Fanyi Duanmu, Zhan Ma, Meng Xu, and Yao Wang, "An HEVC-Compliant Fast Screen Content Transcoding Framework Based on Mode Mapping," IEEE Trans. Circuits and Systems for Video Technology, vol. 29, no. 10, pp. 3068 - 3082, Oct. 2019. 

  • Xu Zhang, Haojun Huang, Hao Yin, Dapeng Wu, Geyong Min, and Zhan Ma, "Resource Provisioning in the Edge for IoT Applications with Multi-Level Services," IEEE Internet of Things Journal, vol. 6, no. 3, pp. 4262 - 4271, June 2019.

  • Zexun Jiang, Hao Yin, Yulei Wu, Yongqiang Lyu, Geyong Min, and Xu Zhang. "Constructing Novel Block Layouts for Webpage Analysis,ACM Trans. Internet Technol. vol. 19, no. 3, July 2019.

  • Xu Zhang, Hao Chen, Yangchao Zhao,  Zhan Ma, et al., "Improving Cloud Gaming Experience through Mobile Edge Computing," IEEE Wireless Communications, vol. 26, no. 4, pp. 178-183, August 2019. 

  • Dongchao Guo, Hao Yin, Cong Li, and Xu Zhang, "Average hopcount of the shortest path in tree-like components with finite size,"  Physica A 519 (2019) 295–302.

  • Felix Fernandes, Esmaeil Faramarzi, Xin Li, Zhan Ma, and Xavier Ducloux, "Mobile Display Power Reduction for Video using Standardized Metadata,"  IEEE Trans. Mobile Computing, vol. 18, no. 1, pp. 165-178, Jan. 2019. [This work has been standardized as part of ISO/IEC 23001-11.]

  • Chao Huang, Tong Chen, Haojie Liu, Qiu Shen, and Zhan Ma, "Extreme Image Coding via Multiscale Autoencoders Generative Adversarial Optimization," IEEE VCIP, Sydney, Australia, Dec. 2019. (Oral Presentation)

  • Linfeng Liu, Qiu Shen, and Zhan Ma, "CodedRetrieval: Joint Image Compression and Retrieval with Neural Networks," IEEE VCIP, Sydney, Australia, Dec. 2019.

  • Zhan Ma, Peiyao Guo, Yu Meng, Shaowei Xie, Qiaojian Qian, and Hao Chen, "Interactive Gigapixel Video Streaming via Multiscale Acceleration," SPIE Photonics Asia, Hangzhou, China, Oct. 2019.

  • Haojie Liu, Tong Chen, Qiu Shen, and Zhan Ma, "Practical Stacked Non-local Attention Modules for Image Compression," IEEE CVPR Workshop and Challenge on Learned Image Compression, June 2019.

  • Ming Lu, Tong Chen, Haojie Liu, and Zhan Ma, "Learned Image Restoration for VVC Intra Coding,"  IEEE CVPR Workshop and Challenge on Learned Image Compression, June 2019.

  • Yiling Xu, Hao Chen, Yangchao Zhao, Wenjun Zhang, Qiu Shen, Xu Zhang, and Zhan Ma, "Neural Adaptive Transport Framework for Internet-scale Interactive Media Streaming Service," IEEE BMSB, Jeju, Korea, June 2019. [2019 IEEE Broadcast Technology Society Best Paper Award]

  • Changxu Zhang, Tong Chen, Haojie Liu, Qiu Shen, and Zhan Ma, "LOOKING-AHEAD: Neural Future Video Frame Prediction," IEEE ICIP, 2019. 

  • Ming Lu, Ming Cheng, Yiling Xu, Shiliang Pu, Qiu Shen and Zhan Ma, "Learned Quality Enhancement via Multi-Frame Priors for HEVC Compliant Low-Delay Applications," IEEE ICIP, 2019. [Top 10% Papers]

  • Yuanyuan Zhao, Xuemei Hu, Hui Guo, Zhan Ma, Tao Yue, and Xun Cao, "Spectral Reconstruction from Dispersive Blur: A Novel Light Efficient Spectral Imager," IEEE CVPR, 2019. 

  • Yuanyuan Zhao, Hui Guo, Zhan Ma, Xun Cao, Tao Yue, and Xuemei Hu, "Hyperspectral Imaging with Random Printed Mask," IEEE CVPR, 2019. 

  • Qilin Fan, Hao Yin, Qiang He, Yuming Jiang, Sen Wang, Yongqiang Lyu, and Xu Zhang. "Neural Adaptive Caching Approach for Content Delivery Networks". Accepted by IEEE ICSOC 2019 poster.

  • Qilin Fan, Hao Yin, Geyong Min, Sen Wang, Yongqiang Lyu, and Xu Zhang. "Content and Network Aware Replication and Scheduling Mechanism for User Generated Content Videos." Accepted by IEEE UIC 2019.

  • Yangchao Zhao, Xu Zhang, Kai Yang, Qilin Fan, Dongchao Guo, Yongqiang Lyu, Hao Yin and Zhan Ma, 'Caching Salon: From Classical to Learning-Based Approaches'. In 2019 IEEE International Conference on Service-Oriented System Engineering (SOSE) (pp. 269-2695). IEEE. [pdf]

  • Kai Yang, Xu Zhang, Yangchao Zhao, Qilin Fan, Qin Gao, Yongqiang Lyu, Hao Yin and Zhan Ma, 'Looking Into Online Gaming From Measurement Perspective'. In 2019 IEEE International Conference on Service-Oriented System Engineering (SOSE) (pp. 203-2035). IEEE. [pdf]

  • Qilin Fan, Hao Yin, Yuming Jiang, Yongqiang Lyu, Sen Wang, Haojun Huang and Xu Zhang, 'Resource Reservation and Request Routing for a Cloud-Based Content Delivery Network,' In 2019 IEEE International Conference on Service-Oriented System Engineering (SOSE) (pp. 281-2815). IEEE. [pdf]

      2018

     2017

  • Linsen Chen, Tao Yue, Xun Cao, Zhan Ma, Jinli Suo, and David Brady, 'High-resolution spectral video acquisition,' Frontiers of Information Technology & Electronic Engineering, 2017.

  • Peiyao Guo, Qiu Shen, Mingkai Huang, Rongbing Zhou, Xun Cao, and Zhan Ma, 'Modeling Peripheral Vision Impact on Perceptual Quality of Immersive Images,' IEEE VCIP, St. Petersburg, FL, Dec. 2017

  • Tong Chen, Haojie Liu, Qiu Shen, Tao Yue, Xun Cao, and Zhan Ma, 'DeepCoder: A Deep Neural Network Based Video Compression,' IEEE VCIP, St. Petersburg, FL, Dec. 2017

  • Fanyi Duanmu, Meng Xu, Yao Wang, Zhan Ma, 'HEVC-Compliant Screen Content Transcoding Based on Mode Mapping and Fast Termination,' IEEE VCIP, St. Petersburg, FL, Dec. 2017. 

  • , , , , , , and Mobile Multispectral Video Streaming,' ACM Multimedia (Thematic Workshops), pp. 126-134, 2017. 

  • Zhan Ma, Tao Yue, Xun Cao, Yiling Xu, Xin Li and Yongjin Wang, 'Interactive Screen Video Streaming Based Pervasive Mobile Workstyle,' IEEE Trans. Multimedia, vol. 9, no. 10, pp. 2322-2332, Oct. 2017.

  • Yang Zhao, Tao Yue, Linsen Chen, Hongyuan Wang, Zhan Ma, David J Brady, and Xun Cao, 'Heterogeneous camera array for multispectral light field imaging,' Optics Express, vol. 25, no. 13, pp. 14008-14022, June 2017

  • Hao Yin, Xu Zhang, Hongqiang Harry Liu, Yan Luo, Chen Tian, Shuoyao Zhao and Feng Li. 'Edge Provisioning with Flexible Server Placement.' IEEE Transactions on Parallel and Distributed System, 28(4): 1031-1045, 2017

  • Zhan Ma, Tao Yue, Xun Cao, Yiling Xu, Xin Li, and Yongjin Wang, 'A Practical System towards the Secure, Robust and Pervasive Mobile Workstyle,' IEEE Vehicular Technology Conference, Sydney, Australia, 4–7 June 2017. (Invited Paper)

  • Jie Wu, Tao Yue, Qiu Shen, Xun Cao, Zhan Ma, 'Multiple-image super resolution using both reconstruction optimization and deep neural network,'  IEEE GlobalSIP,  Nov. 2017

  • Haojun Huang, Junbao Zhang, Xu Zhang*, Benshun Yi, Qilin Fan, FengLi. EMGR: Energy-efficient Multicast Geographic Routing in Wireless Sensor Networks. Computer Networks, Volume 129, Part 1, Pages 51-63, 2017.

  • Haojun Huang, Hao Yin, Geyong Min, Xu Zhang*, Weixing Zhu, Yulei Wu. Coordinate-Assisted Routing Approach to Bypass Routing Holes in Wireless Sensor Networks. IEEE Communications Magazine, 55(7): 180-185, 2017. 

  • Hao Yin, Xu Zhang*, Shuoyao Zhao, Yan Luo, Chen Tian, Vyas Sekar. Tradeoffs Between Cost and Performance for CDN Provisioning Based on Coordinate Transformation. IEEE Transactions on Multimedia, 19(11): 2583-2596, 2017. 

  • Hao Yin, Wei Wang, Xu Zhang, Yongqiang Lyu, Geyong Min and Dongchao Guo. UMCR: User Interaction-Driven Mobile Content Retrieval. ACM Transactions on Intelligent Systems and Technology, 9(1):1-19, 2017. 

2016

  • Yao Liu, Mengbai Xiao, Ming Zhang, Xin Li, Mian Dong, Zhan Ma, Zhenhua Li, and Songqing Chen, 'Content-Adaptive Display Power Saving for Internet Video Applications on Mobile Devices,' ACM TOMM, vol. 12, no. 5s, Dec. 2016. [link]

  • Haojun Huang, Hao Yin, Yan Luo, Xu Zhang, Geyong Min and Qilin Fan. 'Three-dimensional geographic routing in wireless mobile ad hoc and sensor networks'. IEEE Network, 30(2): 82-90, 2016.

  • Qilin Fan, Hao Yin, Zexun Jiang, Haojun Huang, Yan Luo, and Xu Zhang. 'Adaptive Content Management for UGC Video Delivery in Mobile Internet Era,Mobile Information Systems, 3624860:1-3624860:9, 2016.

  • Haojun Huang, Jiangguo Zhou, Wei Li, Junbao Zhang, Xu Zhang and Guolin Hou. 'Wearable Indoor Localization Approach in Internet of Things,' IET Networks, 5(5): 122-126, 2016.

  • Fanyi Duanmu, Zhan Ma, Yao Wang, 'Fast mode and partition decision using machine learning for intra-frame coding in HEVC screen content coding extension,' IEEE Journal Emerging and Selected Topics in Circuits and Systems, vol. 6, no. 4., pp. 517 - 531, Dec. 2016. 

  • Yao Liu, Mengbai Xiao, Ming Zhang, Xin Li, Mian Dong, Zhan Ma, Zhenhua Li, and Songqing Chen. 'GoCAD: GPU-assisted Online Content Adaptive Display Power Saving for Mobile Devices in Internet Streaming,' The 25th International World Wide Web Conference (WWW), Apr. 11-15, 2016, Montreal, Canada.

  • Hao Zhang, Qiao Zhou, Ningning Shi, Feng Yang, Xin Feng and Zhan Ma, 'Fast Intra Mode Decision and Block Matching For HEVC Screen Content Compression,' IEEE ICASSP, Shanghai, China, March 2016.

  • Rongbing Zhou, Mingkai Huang, Shuyi Tan, Lijun Zhang, Du Chen, Jie Wu, Tao Yue, Xun Cao, and Zhan Ma, 'Modeling the impact of spatial resolutions on perceptual quality of immersive image/video,' IEEE IC3D, Liege, Belgium, 13-14 Dec. 2016.

  • Chengzhi Wang, Bo Li, Jie Wang, Hao Zhang, Hao Chen, Yiling Xu, Zhan Ma, 'Single-input-multiple-ouput transcoding for video streaming,' IEEE MMSP, Montreal, QC, Canada, 21-23 Sept. 2016. [Link]

     Before 2016

  • Meng Xu, Zhan Ma, Yao Wang, 'One-pass Mode and Motion Decision for Multilayer Quality Scalable Video Coding,' IEEE Trans. Image Processing, vol. 24, no. 11., pp. 4250-4262, Nov. 2015.

  • Felix Fernandes, Xavier Ducloux, Zhan Ma, Esmaeil Faramarzi, Patrick Gendron and Jiangtao Wen, 'The Green Metadata Standard for Energy-Efficient Video Consumption,' IEEE Multimedia, 2015

  • J. Hou, S. Wan, Zhan Ma, and L.-P. Chau, 'A Linear Dependent Rate-Quantization Model for Scalable Video Enhancement Layer Encoding,' IEEE ISCAS, Lisbon, Portugal, May 2015.

  • Yiling Xu, Wei Huang, Wei Wang, Fanyi Duanmu, Zhan Ma, '2-D Index Map Coding for HEVC Screen Content Compression,' IEEE DCC, Snowbird, UT, April 2015.

  • Y. Liu, M. Xiao, M. Zhang, X. Li, M. Dong, Z. Ma, Z. Li, S. Chen, 'Content-Adaptive Display Power Saving in Internet Mobile Streaming,' ACM NOSSDAV, Portland, OR, March 2015.

  • Maged Elkashlan, Zhan Ma, Yao Wang, Mohsen Guizani, Lei Shu, George K. Karagiannidis, Trung Q. Duong, 'Green media: the future of wireless multimedia networks,' IEEE Wireless Commun. vol. 21, no. 4, pp. 10-12, 2014.

  • Zhan Ma, Wei Wang, Meng Xu and Haoping Yu, 'Advanced screen content coding using color table and index map,' IEEE Trans. Image Processing, vol. 23, no. 10, pp. 4399 - 4412, Oct. 2014.

  • Hao Zhang and Zhan Ma, 'Fast intra mode decision for high-efficiency video coding (HEVC),' IEEE Trans. Circuits and Systems for Video Technology, vol. 24, no. 4, pp. 660 - 668, April 2014.

  • Xia Hua, Jinjie Xu, Xiaoli Ji, Feng Yan, Zhan Ma, Xun Cao, 'Adaptive 3D content generation via depth video based rendering,' IEEE IC3D, 2014.

  • Meng Xu, Zhan Ma, Wei Wang, Xian Wang, Haoping Yu, 'Low-complexity dictionary based lossless screen content coding,' IEEE ICIP, Paris, France, Oct. 2014.

  • Zhan Ma, Xin Feng, and Meng Xu, 'Advanced screen content coding using color table and index map,' IEEE ICME Workshops, Chengdu, China, July 2014.

  • Junhui Hou, Shuai Wan, Zhan Ma, and Lap-Pui Chau, 'Consistent Video Quality Control in Scalable Video Coding Using Dependent Distortion Quantization Model,' IEEE Trans. Broadcasting, vol.59, no. 4, pp. 717-724, December 2013 . 

  • Hao Yin, Xu Zhang, Tongyu Zhan, Ying Zhang, Geyong Min and Dapeng Oliver Wu. 'NetClust: a Framework for Scalable and Pareto-Optimal Media Server Placement,' IEEE Transaction on Multimedia, 15(8), 2114-2124, Dec. 2013.

  • Hao Zhang, Qiang Liu, and Zhan Ma, 'Priority classification basaed fast intra mode decision for high-efficiency video coding,' IEEE PCS, San Jose, CA, Dec. 2013.

  • Hao Zhang, Fengfeng Tan, and Zhan Ma, 'Hierarchical block size decision for H.264/AVC intra prediction,' Pacific-Rim Conf. on Multimedia, Nanjing, China, Dec. 2013.

  • Xin Xin, Zhu Li, Zhan Ma and Aggelos Katsaggelos, ''Robust Feature Selection with Self-Matching Score,' IEEE ICIP, Melbourne, Australia, Sept. 2013.

  • Xin Xin, Zhu Li, Zhan Ma, and Aggelos K. Katsaggelos, 'Spectral approximation to point set similarity metric,IEEE ICME Workshops, San Jose, CA, July 2013.

  • Hao Zhang, Fengfeng Tan, and Zhan Ma, 'Improved fast intra mode decision with reliability refinement,' IEEE ChinaSIP, 2013.

  • Zhan Ma, Felix Fernandes, and Yao Wang, “Analytical Rate Model for Compressed Video Considering Impacts Of Spatial, Temporal and Amplitude Resolutions,IEEE ICME Workshops, San Jose, CA, July 2013

  • Qirong Ma, Zhan Ma, Polin Lai, and Felix. C. A. Fernandes, 'Deringing filter for scalable video coding,' IEEE ICME Short Paper, 2013.

  • Hao Zhang, and Zhan Ma, 'Early termination schemes for fast intra prediction in high-efficiency video coding,' IEEE ISCAS, Beijing China, May 2013.

  • Xiang Chen, Yiran Chen, Zhan Ma, and Felix C. A. Fernandes, 'How is energy consumed in smartphone display applications,' ACM Hotmobile, Feb. 2013.

  • Zhan Ma, Meng Xu, Yen-Fu Ou, and Yao Wang, “Modeling Rate and Perceptual Quality of Video as Functions of Quantization and Frame Rate and Its Applications,” IEEE Trans. Circuits and Systems for Video Technology, vol. 22, no. 5, pp. 671-682, May 2012.

  • Hao Zhang, and Zhan Ma, 'Fast intra prediction for High-efficiency video coding,'  Pacific-Rim Conf. on Multimedia, December  2012.

  • Junhui Hou, Shuai Wan, Zhan Ma, Fuzheng Yang and Lap-Pui Chau, 'A new rate-quantization model for H.264/AVC low-delay rate control,'  Pacific-Rim Conf. on Multimedia, December 2012. 

  • Xin Li, Zhan Ma and Felix. C. A. Fernandes, 'Modeling Power Consumption for Video Decoding on Mobile Platform and Its Application to Power-Rate Constrained Streaming,' IEEE VCIP, San Diego, CA, Nov. 2012.

  • Xin Li, Mian Dong, Zhan Ma,and Felix C. A. Fernandes, 'GreenTube: Power Optimization for Mobile Video Streaming via Dynamic Cache Management,' ACM Multimedia, Nara, Japan, Oct. 2012.

  • Hao Hu, Zhan Ma, and Yao Wang, 'Optimization of spatial, temporal and amplitude resolution for rate-constrained video coding and scalable video adaptation,'  IEEE ICIP, Orlando, FL, Sept. 2012.

  • Xin Li, Zhan Ma, and Felix C. A. Fernandes, “Unified complexity model for H.264/AVC video coding on mobile platform,IEEE ICIP, Orlando, FL, Sept. 2012

  • Zhan Ma, Felix C. A. Fernandes, and Yao Wang, “Power-Rate-Quality Optimized Scalable Video Adaptation,IEEE CISS, Princeton NJ, March. 2012.

  • K. S. Vadivel, F. Fernandes, Zhan Ma, P.-L. Lai, and A. Saxena, “Perceptual similarity based robust low-complexity video fingerprinting,IEEE ICASSP, Kyoto, Japan, March. 2012

  • Zhan Ma, Hao Hu and Yao Wang, “On Complexity Modeling of H.264/AVC Video Decoding and Its Application for Energy Efficient Decoding,” IEEE Trans. Multimedia, vol. 13, no. 6, pp. 1240-1255, December 2011. [This work has been standardized as one part of ISO/IEC 23001-11]

  • Yen-Fu Ou, Zhan Ma, and Yao Wang, “Perceptual Quality Assessment of Video Considering both Frame Rate and Quantization Artifacts, IEEE Trans. Circuits and Systems for Video Technology, vol. 21, no. 3, pp. 286-298, March 2011.

  • Zhan Ma, and Andrew Segall, “Low resolution decoding for high efficiency video coding,IASTED Signal and Image Processing Conference, Dallas, TX, December. 2011

  • Zhan Ma and Andrew Segall, “Frame Buffer Compression for Low-power Video Coding,IEEE ICIP, Brussels, Belguim, Sept. 2011 .

  • Zhan Ma, Meng Xu, Kyeong Yang and Yao Wang, “Modeling Rate and Perceptual Quality of Video and Its Application to Frame Rate Adaptive Rate Control,IEEE ICIP, Brussels, Belguim, Sept. 2011 .

  • Yen-Fu Ou, Yuanyi Xue, Zhan Ma, and Yao Wang, 'A perceptual video quality model for mobile platform considering impact of spatial, temporal, and amplitude resolutions,' IEEE IVMSP, June 2011.

  • Yuanyi Xue, Yen-Fu Ou, Zhan Ma and Yao Wang, ''Perceptual Video Quality Assessment On A Mobile Platform Considering Both Spatial Resolution And Quantization Artifacts,'' PacketVideo, Hong Kong, December 2010.

  • Zhan Ma, Jiancong Luo, Peng Yin, Cristina Gomila and Yao Wang, “Smoothed Reference Inter-layer Texture Prediction for Bit Depth Scalable Video Coding,SPIE VCIP, San Jose, Jan. 2010.

  • Yen-Fu Ou, Zhan Ma, and Yao Wang, 'Modeling the Impact of Frame Rate and Quantization Stepsizes and Their Temporal Variations on Perceptual Video Quality: A Review of Recent Works,' IEEE CISS, Princeton, NJ, March 2009.

  • Yao Wang, Zhan Ma, and Yen-Fu Ou, “Modeling Rate and Perceptual Quality of Scalable Video as Functions of Quantization and Frame Rate and Its Application in Scalable Video Adaptation,”  PacketVideo, Seattle, WA, May 2009, (Invited paper).

  • Yen-Fu Ou, Zhan Ma and Yao Wang, “A Novel Quality Metric for Compressed Video Considering both Frame Rate and Quantization Artifacts”, VPQM, Arizona, 2009.

  • Zhan Ma, Zhongbo Zhang and Yao Wang, “Complexity Modeling of H.264 Entropy Decoding,IEEE ICIP, San Diego, CA, Oct., 2008.

  • Zhan Ma and Yao Wang, “Complexity Modeling of SVC Decoding”, IEEE ICASSP, Las Vegas, NV April 2008.

  • Yen-Fu Ou, Tao Liu, Zhi Zhao, Zhan Ma and Yao Wang, “Modeling the Impact of Frame Rate on Perceptual Quality of Video”,  IEEE ICIP, San Diego, CA, Oct., 2008.

  • Xu Han, Wenyu Liu, Xin Jin, and Zhan Ma, 'Adaptive quantization for interlaced video coding,' IEEE WiCom, Wuhan, China 2006.

  • Juan Liu, Bin Feng, Zhan Ma, and Wenyu Liu, 'Adaptive Motion Vector Prediction Based on Spatiotemporal Correlation,' IEEE WiCom, Wuhan, China, 2006.

  • Zhan Ma, Xin Jin, Wenyu Liu, and Guangxi Zhu, 'Complexity analysis of AVS-M Jiben profile decoder,' IEEE ISPACS, Hong Kong, December, 2005.

  • Bin Feng, Wenyu Liu, Guangxi Zhu, and Zhan Ma, 'A BER model for Turbo code on AWGN channel,' Journal of Computer Science, vol. 33, no. 4, 2006.

  • Zhan Ma, Xin Jin, Wenyu Liu, Li Yu, and Guangxi Zhu, 'Overview of AVS-M video coding standard,' Journal of Video Engineering,' vol.7, pp.16-20, 2005.