张行功Xinggong ZhangEnglish

副教授
北京大学计算机科学技术研究所
中关村北大街128号, 北京市海淀区,100871 
Phone: +86-10-82529606 
Fax: +86-10-82529207 
Email: zhangxg (AT) pku.edu.cn 
NetVideo Labhttp://www.icst.pku.edu.cn/netvideo 
 
 

      招募2021年硕士、博士研究生、博士后!
      欢迎对机器学习、网络视频、未来网络等感兴趣的同学加入!共同迎接未来超高清/虚拟现实视频传输、大规模视频内容分发等应用,采用机器学习、优化工具解决未来网络面临的挑战!


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Polytechnic Institute (合作老师: Prof. Yao Wang and Prof. Yong Liu), 2010 - 2011
  • 高级研究人员,北大方正研究院,1998 – 2012

获奖

  • DASH-IF Grand Challenges Runner AwardIEEE International Conference on Multimedia and Expo (ICME) 2017, 2018
  • 优秀论文奖(Best Student Paper)Visual Communications and Image Processing, San Diego, USA, 2012
  • 优秀论文奖(Best Poster Paper)the 9’th Pacific-Rim Conference on Multimedia, PCM2008
  • 国家科技进步二等奖2007
  • 教育部科技进步一等奖2006

研究兴趣

  • 多媒体网络、机器学习优化
  • 信息中心网络(ICN)、内容分发网络(CDN)
  • 视频通信、动态自适应流媒体(DASH)

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。


近期学术论文

  • 2020

  • [1] 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).

  • [2] 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.

  • [3] Sheng Cheng, Han Hu, Xinggong Zhang*, Zongming Guo, "DeepRS: Deep-Learning Based Network-Adaptive FEC for Real-Time Video Streaming", accepted by ISCAS’2020.

  • [4] 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.

  • [5] 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.

  • [6] 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.

  • 2019

  • [1] 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.

  • [2] 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.

  • [3] 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.

  • [4] 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.

  • [5] 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.

  • [6] 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.

  • [7] Zhang Xinggong, Xie Lan, Guo Zongming, Quality Assessment and Measurement for Internet Video Streaming, ZTE Communications, Vol.17, No.1, March 2019.

  • 2018

  • [1] 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.

  • [2] 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.

  • [3] 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.

    [4] 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.

    [5] 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.

    [6] 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

    [7] 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.

    [8] 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, USA.

    2017 and Before

  • [1] Huanglemei, Yu Guan, Xinggong Zhang, Zongming Guo*, “On-Path Collaborative In-Network Caching for Information-Centric Networks”, IEEE INFOCOM NOM workshop, May 1-4, 2017. Atlanta, GA, USA.
  • [2] Xie Lan, Chao Zhou, Xinggong Zhang, Zongming Guo*, “Dynamic Threshold Based Rate Adaptation for HTTP Live Streaming”, Proc. of IEEE International Symposium on Circuits & Systems. May 28-31, 2017. Baltimore, USA.
  • [3] Huanglemei, Yu Guan, Xinggong Zhang*, Zongming Guo, “Directed-proporgation Link-state Routing Protocol”, ACM International Conference on Future Internet’2016, Nanjing.
  • [4] Zhiming Xu, Chao Zhou, Li Liu, Xinggong Zhang*, Zongming Guo, “Buffer-based Control Theoretic Approach for Dynamic HTTP Streaming”, Proc. of ICME 2016, Seattle, USA.
  • [5] Chao Zhou, Chia-Wen Lin, Xinggong Zhang*, Zongming Guo, “A Novel JSCC Scheme for UEP-Based Scalable Video Transmission over MIMO Systems,” IEEE T. on Circuits and Sys. for Video Tech.(IF2.67), vol. 25, no. 6, pp. 1002 - 1015, Jun. 2015. (SCI000357616000009)
  • [6] Yufeng Geng, Xinggong Zhang*, Chao Zhou, Zongming Guo, "Unequal Error Protection for Real-Time Video Streaming Using Expanding Window Reed-Solomon Code", in Proc. of IEEE International Conference on Image Processing (ICIP), Quebec City, Canada, Sep. 2015. (EI20160601895950)
  • [7] Li Liu, Xinggong Zhang*, Chao Zhou, Zongming Guo, "A Fairness-Aware Smooth Rate Adaptation Approach for Dynamic HTTP Streaming", in Proc. of IEEE International Conference on Image Processing (ICIP), Quebec City, Canada, Sep. 2015. .(EI20160601895703)
  • [8] Yufeng Geng, Xinggong Zhang, Tong Niu, Chao Zhou, Zongming Guo*, Delay-Constrained Rate Control For Real-Time Video Streaming Over Wireless Networks, 2015 Visual Communications and Image Processing (VCIP), Dec. 2015, Singapore
  • [9] Chao Zhou, Chia-Wen Lin*, Xinggong Zhang, Zongming Guo, “A Control-Theoretic Approach to Rate Adaption for DASH Over Multiple Content Distribution Servers,” IEEE Trans. on Circuits Syst. Video Technol., vol. 24, no. 4, pp. 681-694, Apr. 2014. (EI20141617585767)(SCI000334522800011)
  • [10] Tong Niu, Xinggong Zhang*, Zongming Guo, “Congestion Control Analysis for Video Streaming over Content-centric Networks”, IEEE CCNC 2014, Las Vegas, Nevada USA, Jan. 9, 2014.
  • [11] Kai Tang, Chao Zhou, Xinggong Zhang, Zongming Guo*. ”Joint Multi-CDN and LT-Coding for Video Transport over HTTP”. In Proc. of IEEE ISCAS 2014, Melbourne, Australia, June 1, 2014(EI20143818165157)
  • [12] Li Liu, Chao Zhou, Xinggong Zhang*, Zongming Guo, Probabilistic Scheduling Approach in Parallel Multiple-server DASH, in Proc. of VCIP 2014, Valletta, Malta, Dec. 7, 2014. .(EI20151300686843)
  • [13] Xinggong Zhang, Tong Niu, Feng Lao, Zongming Guo, "Topology-aware Content-centric Networking", in Proc. of ACM SIGCOMM'2013, poster, Hongkong, China.
  • [14] Siyu Yao, Xinggong Zhang, Feng Lao, Zongming Guo, "MobileCCN: Wireless Ad-hoc Content-centric Networks over SmartPhone", in Proc.of ACM International Conference on Future Internet Tech. Jun 5-7, 2013, Beijing, China.
  • [15] Xinggong Zhang, Yang Xu, Hao Hu, Yong Liu, Zongming Guo and Yao Wang, ”Modeling and Analysis of Skype Video Calls: Rate Control and Video Quality”, IEEE Transaction on Multimedia, Vol. 15, Issue 6, pp.1446-1457, Aug. 2013.
  • [16] Chao Zhou, Xinggong Zhang, Zongming Guo, “Optimal Adaptive Channel Scheduling for Scalable Video Broadcasting over MIMO Wireless Networks,” Elsevier Computer Networks,Vo. 57, Issue 15, pp. 3039-3050, Oct. 2013.
  • [17] 张行功,牛童,郭宗明,”未来网路之内容中心网路的挑战和应用”,电信科学, 2013,29(8):24-31.
  • [18] Chao Zhou, Xinggong Zhang, Zongming Guo, ”A Control-Theoretic Approach to Rate Adaptation for Dynamic HTTP Streaming.”, in Proc. of Visual Communications and Image Processing(VCIP), Nov. 27-30, 2012. San Diego, USA. (Best Student Paper)
  • [19] Xinggong Zhang, Chao Zhou, Zongming Guo, ”A Novel JSCC Scheme for Scalable Video Transmission over MIMO Systems”, in Proc. of IEEE International Conference on Image Processing(ICIP2012), Sep. 30 - Oct. 3, 2012, Orlando, Florida, USA.
  • [20] Chao Zhou, Xinggong Zhang, Zongming Guo, ”Cross-entropy-based Antenna Selection for Scalable Video Streaming over MIMO Wireless Systems”, in Proc. of IEEE International Conference on Image Processing(ICIP2012), Sep. 30 - Oct. 3, 2012, Orlando, Florida, USA.
  • [21] Xinggong Zhang, Yang Xu, Hao Hu, Yong Liu, Zongming Guo and Yao Wang, ” Profiling Skype Video Calls: Rate Control and Video Quality ”, in the Proceedings of IEEE International Conference on Computer Communications (INFOCOM2012), Main Conference, March 24-30, 2012, Orlando, Florida, USA.
  • [22] Feng Lao, Xinggong Zhang, Zongming Guo, ” Parallelizing Video Transcoding Using Map-Reduce-Based Cloud Computing”, in the Proceedings of IEEE International Symposium on Circuits and Systems, May 20- 30, 2012. Seoul, Korea
  • [23] Shanzhen Lan, Xinggong Zhang, Zongming Guo, ” Sparsity Estimation in Image Compressive Sensing”, in the Proceedings of IEEE International Symposium on Circuits and Systems, May 20- 30, 2012. Seoul, Korea
  • [24] Chao Zhou, Xinggong Zhang, Zongming Guo, “A Novel UEP Scheme for Scalable Video Transmission Over MIMO Systems,” in Proc. of Pacific-Rim Conference on Multimedia (PCM), Sydney, Australia, Dec. 2011.
  • [25] Chao Zhou, Xinggong Zhang, Lichuan Lu, Zongming Guo, “Collision-detection Based Rate-adaptation for Video Multicasting over IEEE 802.11 Wireless Networks”, in the Proceedings of IEEE International Conference on Image Processing(ICIP2010), Sep.26-29, 2010. HongKong, China
  • [26] Xinggong Zhang, Zongming Guo,” Time-constrained Packet Scheduling Optimization for Video Streaming in Wireless Ad-hoc Networks”, in the Proceedings of IEEE International Symposium on Circuits and Systems, Oral, May 30-Jun.2, 2010. Paris, France
  • [27] Xinggong Zhang, Yan Pang, Zongming Guo, “Rate-distortion Based Path Selection for Video Streaming over Wireless Ad-hoc Networks,” in the Proceedings of IEEE International Conference on Multimedia and Expo (ICME2009), NYC, US, June 2009.
  • [28] Xinggong Zhang, Yan Pang, Zongming Guo, “An Efficient Method to Reduce Peer-to-Peer Streaming Latency”, in the Proceedings of Pacific-Rim Conference on Multimedia (PCM2008), Tainan, Taiwan, Dec., 2008. (Best Poster Paper Award)
  • [29] Xinggong Zhang, Yan Pang, Zongming Guo, ”Low Latency Overlay Construction for Peer-to-peer Live Streaming”, in the Proceedings of IEEE Conference on Information and Technology (CIT 2008), Jul. 2008, Sydney, Australia.
  • [30] Xinggong Zhang,Zongming Guo,“Rate-distortion-based Multi-path Selection over Multi-hop Wireless Networks”,软件学报, 2011, 10(11): 2863-2870.
  • [31] Chao Zhou, Xinggong Zhang,Zongming Guo,“Multi-user Video Transmission over MIMO Wireless Networks”,24(2):279-294, 软件学报, 2012.
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