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个人简介

教育背景:博士学位(北京大学,2011年),硕士学位(浙江大学,1998年)。 研究经历 副教授,北京大学计算机科学技术研究所,2012~present 访问学者,美国纽约大学PolytechnicInstitute(合作老师:Prof.YaoWangandProf.YongLiu),2010-2011 高级研究人员,北大方正研究院,1998–2012 获奖 DASH-IFGrandChallengesRunnerAward,IEEEInternationalConferenceonMultimediaandExpo(ICME)2017,2018 优秀论文奖(BestStudentPaper),VisualCommunicationsandImageProcessing,SanDiego,USA,2012 优秀论文奖(BestPosterPaper),the9’thPacific-RimConferenceonMultimedia,PCM2008 国家科技进步二等奖,2007 教育部科技进步一等奖,2006 科研项目 国家重点研发计划,2019YFB1802701, "媒体融合架构与编码传送", 2020.1 ~ 2022.12. 国家重点研发计划,2019YFF0302903, "科技东奥-冰雪项目交互式多维度观赛体验技术与系统", 2020.1 ~ 2022.6. 国家重点研发计划,2018YFB0803702, "互联网+环境中基于国产密码的多媒体版权保护与监管技术", 2018.7 ~ 2020.6. 阿里AIR Project, XT622018001708, "视频通信的实时拥塞控制算法研究", 2019.1 ~ 2019.12. “国家文化重点基金:云网端一体化的媒体内容分发系统 (2017-2020)”: 研究信息中心未来网络的关键技术和应用。结合ISP网络运营商平台,整合终端、接入网和云平台,构建一套实际部署的的网络运营商信息中心网络。 “国家自然基金:动态自适应流媒体非线性控制算法研究 (2014-2018)”: 研究互联网动态自适应流媒体技术。针对互联网HTTP流媒体的传输质量进行优化。 “863项目:未来网络体系架构和创新环境 - 内容寻址关键技术 (2013-2015)”: 研究内容中心网络(content-centric networking),又称信息中心网络ICN或数据命名网路NDN,命名方式、寻址和路由协议。研究移动ICN网络MobileCCN系统,构建智能手机的无线自组网。 “973项目:3D视频动态HTTP流媒体研究和系统验证 (2009-2014)”: 研究面向3D流媒体传输的动态HTTP流媒体协议。基于控制论方法,自适应切换HTTP流媒体码率和质量,以适应不同网络带宽和显示分辨率。支持3D视频的色差式显示和side-by-side显示,实现3D HTTP动态流媒体演示系统。该项目受973重点项目“宽带移动多媒体传输验证平台”(No.2009CB320907)资助,并参与AVS标准化组织的标准制定。 ”发改委项目:新一代宽带流媒体支撑平台(2008-2011)": 以视频流媒体分发为核心,研究低延迟P2P网络、无线网络拥塞控制算法、内容分发网络,并实现宽带流媒体分发验证平台。该项目受国家发改委项目资助(No.2008-2441)。 “国家科技支撑项目:无线网络视频传输 (2006-2009)": 研究无线网络视频传输的信道编码、差错保护、流量控制和压缩感知编码。针对3G/4G无线网络的高丢包链路,测量Skype码率控制、拥塞控制和FEC冗余保护机理,并研究基于queueing-delay的无线网络拥塞控制算法。研究非对称差错保护算法和信道编码方法,对网络丢包进行高效纠错。本项目受国家科技支撑项目(No:2006BAH02A10)和北京市海淀科委资助。

研究领域

多媒体网络和通信,未来网络和内容中心网络

近期论文

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Jiangkai Wu, Yu Guan, Qi Mao, Yong Cui, Zongming Guo, Xinggong Zhang, Zero-Latency Cloud Gaming by Image Prediction, accepted by SIGCOMM’23. Li Jiang, Yihang Zhang, Jinyu Yin, Bin Liu and Xinggong Zhang, LEOTP: An Information-centric Transport Layer Protocol for LEO Satellite Networks, accepted by ICDCS’23. Haodan Zhang, Yixuan Ban, Zongming Guo, Zhimin Xu, Qian Ma, Yue Wang, Xinggong Zhang, QUTY: Towards Better Understanding and Optimization of Short Video Quality, accepted by MMsys’23. ShengChen, Han Hu, Xinggong Zhang, Zongming Guo, Rebuffering but not Suffering: Exploring Continuous-Time Quantitative QoE by User's Exiting Behaviors, accepted by INFOCOM’2023. Sheng Cheng, Han Hu, Xinggong Zhang. ABRF: Adaptive BitRate-FEC Joint Control for Real-Time Video Streaming. in IEEE Transactions on Circuits and Systems for Video Technology, doi: 10.1109/TCSVT.2023.3248164. Haodan Zhang, Y. Ban, Z. Guo, K. Chen and Xinggong Zhang, RAM360: Robust Adaptive Multi-layer 360 Video Streaming with Lyapunov Optimization," in IEEE Transactions on Multimedia, doi: 10.1109/TMM.2022.3172550. Xutong Zuo, Yishu Li, Mohan Xu, Wei Tsang Ooi, Jiangchuan Liu, Junchen Jiang, Xinggong Zhang, Kai Zheng, and Yong Cui. Bandwidth-Efficient Multi-video Prefetching for Short Video Streaming. In Proceedings of the 30th ACM International Conference on Multimedia (MM '22). ACM, New York, NY, USA, 7084–7088. Chengyuan Zheng, J. Yin, F. Wei, Y. Guan, Z. Guo and Xinggong Zhang, STC: FoV Tracking Enabled High-Quality 16K VR Video Streaming on Mobile Platforms," in IEEE Transactions on Circuits and Systems for Video Technology, vol. 32, no. 4, pp. 2396-2410, April 2022. Han Hu, Sheng Cheng, Xinggong Zhang, Zongming Guo. LightFEC: Network Adaptive FEC with a Lightweight Deep-Learning Approach. In Proceedings of the 29th ACM International Conference on Multimedia (MM '21). ACM, New York, NY, USA, 3592–3600. Yu Guan, Xinggong Zhang, Zongming Guo, PrefCache: Edge Cache Admission With User Preference Learning for Video Content Distribution," in IEEE Transactions on Circuits and Systems for Video Technology, vol. 31, no. 4, pp. 1618-1631, April 2021 Jinyu Yin, Li Jiang, Xinggong Zhang, Bin Liu, INTCP: Information-centric TCP for Satellite Network, 2021 4th International Conference on Hot Information-Centric Networking (HotICN), Nanjing, China, 2021, pp. 86-91 Wenquan Xu, Haoyu Song, Linyang Hou, Hui Zheng, Xinggong Zhang, Chuwen Zhang, Wei Hu, Yi Wang, Bin Liu, SODA: Similar 3D Object Detection Accelerator at Network Edge for Autonomous Driving, IEEE INFOCOM'21, 2021, pp. 1-10. Lemei Huang, Sheng Cheng, Yu Guan, Xinggong Zhang, Zongming Guo*, "Consistent User-Traffic Allocation and Load Balancing in Mobile Edge Caching", accepted by 2020 IEEE International Conference on Computer Communications (IEEE Infocom). Yixuan Ban, Yuanxing Zhang, Haodan Zhang, Xinggong Zhang, Zongming Guo*, "MA360: Multi-Agent Deep Reinforcement Learning based Live 360-degree Video Streaming on Edge", accepted by ICME'2020. Sheng Cheng, Han Hu, Xinggong Zhang*, Zongming Guo, "DeepRS: Deep-Learning Based Network-Adaptive FEC for Real-Time Video Streaming", accepted by ISCAS’2020. Tongyu Dai, Xinggong Zhang*, Yihang Zhang, Zongming Guo, "Statistical Learning Based Congestion Control for Real-time Video Communication," in IEEE Transactions on Multimedia(TMM), Early Access, 2020. Sheng Cheng, Lemei Huang, Xinggong Zhang, Zongming Guo*, "Accelerated Expanding-window FEC Using RS-Code for Real-time Video Streaming", 2019 2st IEEE International Conference on Hot Information-Centric Networking (IEEE HotICN), Dec.13-14, 2019, ChongQing, China. Han Hu, Zhimin Xu, Xinggong Zhang*, Zongming Guo, "Predicting QoE of Video Streaming with Network-Context Features", 2st IEEE International Conference on Hot Information-Centric Networking (IEEE HotICN), Dec.13-14, 2019, ChongQing, China. Yu Guan, Xinggong Zhang, and Zongming Guo*. 2019. CACA: Learning-based Content-aware Cache Admission for Video Content in Edge Caching. In Proceedings of the 27th ACM International Conference on Multimedia (MM ’19). Association for Computing Machinery, New York, NY, USA, 456–464. Yu Guan, Chengyuan Zheng, Xinggong Zhang*, Zongming Guo, and Junchen Jiang. 2019. Pano: optimizing 360° video streaming with a better understanding of quality perception. In Proceedings of the ACM Special Interest Group on Data Communication (SIGCOMM ’19). Association for Computing Machinery, New York, NY, USA, 394–407. Zhimin Xu, Xinggong Zhang*, Zongming Guo, “QoE-driven Adaptive K-Push for HTTP/2 Live Streaming”, in IEEE Transactions on Circuits and Systems for Video Technology(CSVT), vol. 29, no. 6, pp. 1781-1794, June 2019. Han Hu, Zhimin Xu, Xinggong Zhang, Zongming Guo*, "Optimal Viewport-Adaptive 360-degree Video Streaming against Random Head Movement", Proc. of the International Conference on Communications (ICC'2019), 20-24 May 2019, Shanghai, China. Lemei Huang, Yu Guan, Xinggong Zhang*, Zongming Guo, "UtilCache: Effectively and Practicably Reducing Link Cost in Information-Centric Network", Proc. of the International Conference on Communications (ICC'2019), 20-24 May 2019, Shanghai, China. Weihong Lin , Xinggong Zhang, Wei Hu, Zongming Guo*, “OPV: Bias Correction Based Optimal Probabilistic Viewport-Adaptive Streaming for 360-Degree Video”, Proc. of IEEE International Conference on Multimedia and Expo (ICME), July 8-12, 2019. Shanghai, China. Zhang Xinggong, Xie Lan, Guo Zongming, Quality Assessment and Measurement for Internet Video Streaming, ZTE Communications, Vol.17, No.1, March 2019. Lan Xie, Zhimin Xu, Yixuan Ban, Xinggong Zhang*, Zongming Guo, “360ProbDASH: Improving QoE of 360 Video Streaming Using Tile-based HTTP Adaptive Streaming”, Proc. of ACM Multimedia 2017, October 23–27, 2017, Mountain View, CA, USA. Lan Xie, Xinggong Zhang*, Zongming Guo, “CLS: A Cross-user Learning based System for Improving QoE in 360-degree Video Adaptive Streaming”, Proc. of ACM Multimedia 2018, Oct 22 - Oct 26, 2018, Seoul, Korea. Tongyu Dai, Xinggong Zhang*, and Zongming Guo, ”Analysis and Experimental Investigation of BBR”, Proc. of IEEE International Conference on Computer Communications (INFOCOM), April 2018, Honolulu, USA. Zhimin Xu, Xinggong Zhang*, Kai Zhang and Zongming Guo, “Probabilistic Viewport Adaptive Streaming for 360-degree Videos”, Proc. of IEEE International Symposium on Circuits and Systems (ISCAS), May 2018, Florence, Italy. Tongyu Dai, Xinggong Zhang, and Zongming Guo*, ”Learning-based Congestion Control for Internet Video Communication over Wireless Networks”, Proc. of IEEE International Symposium on Circuits and Systems (ISCAS), May 2018, Florence, Italy. Yu Guan, Lemei Huang, Xinggong Zhang*, Zongming, Guo, Name-based Routing with On-Path Name Lookup in Information-Centric Network, Proc. of the International Conference on Communications (ICC'2018) Next Generation Networking and Internet Symposium, 20-24 May 2018, Kansas City, MO, USA Yixuan Ban, Lan Xie, Zhimin Xu, Xinggong Zhang*, Zongming Guo, “CUB360: Exploiting Cross-Users Behaviors for Viewport Prediction in 360 Video Adaptive Streaming”, Proc. of IEEE International Conference on Multimedia and Expo (ICME), July 23-27, 2018. San Diego, USA. Zhimin Xu, Yixuan Ban, Kai Zhang, Lan Xie, Xinggong Zhang, Zongming Guo, Shengbin Meng, Yue Wang,“Tile-based QoE-Driven HTTP/2 Streaming System for 360 Video”, Proc. of IEEE International Conference on Multimedia and Expo (ICME), July 23-27, 2018. San Diego,

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