Yuanyuan Xu

Yuanyuan Xu

Associate Professor, Hohai Univeristy

徐媛媛，工学博士，河海大学副教授，硕士生导师，主要研究方向为图像/视频编码、图像/视频通信、沉浸式视频、视觉感知及应用等。2014年获得新加坡南洋理工大学博士学位。主持了国家自然科学基金等多项研究课题，在权威国际期刊《IEEE Trans. on Circuits and Systems for Video Technology》、《Signal Processing: Image Communication》等杂志及相关国际学术会议发表文章二十余篇，获中国发明专利授权八件。担任《IEEE Trans. on Circuits and Systems for Video Technology》等国际期刊杂志的审稿人。

欢迎对智能图像/视频编码、图像/视频通信、沉浸式视频、视觉感知及应用等研究课题感兴趣的同学联系我。联系方式：yuanyuan_xu@hhu.edu.cn

论文发表

部分期刊论文

  1. Taoyu Yang, Zengjie Tan, Yuanyuan Xu*, and Shuwen Cai, “Collaborative Edge Caching and Transcoding for 360-Degree Video Streaming Based on Deep Reinforcement Learning”, IEEE Internet of Things Journal, Accepted. (JCR Tier 1)
  2. Kun Zhu, Lujiu Li, Yuanyuan Xu*, Tong Zhang, Lu Zhou, “Multi-Connection Based Scalable Video Streaming in UDNs: A Multi-Agent Multi-Armed Bandit Approach,” IEEE Trans. on Wireless Communications, vol. 21, no. 2, pp. 1156-1169, Feb. 2022. (CCF-B)
  3. Kun Zhu, Yuanyuan Xu*, Jun Qian, and Dusit Niyato, “Revenue Optimal Auction For Resource Allocation in Wireless Virtualization: A Deep Learning Approach,” IEEE Trans. on Mobile Computing, vol. 21, no. 4, pp. 1374-1387, 1 April 2022. (CCF-A)
  4. Yuanyuan Xu, “Predictive Side Decoding for Human-Centered Multiple Description Image Coding”, EURASIP Journal on Wireless Communications and Networking, no. 93, May 2020.
  5. Yuanyuan Xu, Kun Zhu*, “Cost Sensitive Learning Based HEVC Screen Content Intra Coding for Mobile Devices”, Mobile Networks and Applications, vol. 25, pp.2471-2481, June 2020.
  6. Yuanyuan Xu, Kun Zhu*, and Shan Li, “Hierarchical Combinatorial Auction in Computing Resource Allocation for Mobile Blockchain”, Wireless Communications and Mobile Computing, vol. 2020, Aug 2020.
  7. Xiang Zhang*, Ce Zhu, Honggang Wu, Zhi Liu, and Yuangyuan Xu, “An imbalance compensation framework for background subtraction,” IEEE Trans. on Multimedia, vol. 19, no. 11. pp. 2425-2438, Nov. 2017. (CCF-B)
  8. Yuanyuan Xu*, Ce Zhu, Lu Yu, “Multipath Routing of Multiple Description Coded Images in Wireless Networks,” Journal of Computer Science and Technology, vol.29, issue 4, pp.576-588, July 2014.
  9. Yuanyuan Xu, Ce Zhu*, “End-to-End Rate-Distortion Optimized Description Generation for H.264 Multiple Description Video Coding,” IEEE Trans. on Circuits and Systems for Video Technology, vol.23, no.9, pp.1523-1536, Sept. 2013. (CCF-B)

部分会议论文

  1. Yuanyuan Xu*, Haolun Lan(本科生), “Image Compression for Machines Using Boundary-Enhanced Saliency”, in Proc. of ACM Multimedia Asia (MMAsia 2022), Dec. 13-16, 2022, Tokyo, Japan. (Accepted)
  2. Haoxuan Xiong, Yuanyuan Xu*, “Saliency-Guided Learned Image Compression for Object Detection”, in Proc. of 29th International Conference on Neural Information Processing (ICONIP 2022), Nov. 22-26, 2022, New Delhi, India. (Accepted)
  3. Shuwen Cai (本科生), Yuanyuan Xu*, “A Multi-objective Optimization Approach to Resource Allocation for Edge-Based Digital Twin”, in Proc. of IEEE Global Communications Conference (GLOBECOM), Dec. 4-8, 2022, Rio de Janeiro, Brazil. (Accepted)
  4. Yuanyuan Xu*, Taoyu Yang, Zengjie Tan, and Haolun Lan, “Fov-based Coding Optimization for 360-degree Virtual Reality Videos”, in Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 22-27, 2022. Singapore. (CCF-B)
  5. Yuanyuan Xu*, Chen Dai, and Lujiu Li, “Multi-connection Based Scalable Video Streaming in UDNs: A Multi-armed Bandit Approach”, in Lecture Notes in Computer Science, Proc. of Wireless Algorithms, Systems, and Applications (WASA), vol 12938, June 25-27, 2021, Nanjing, China.
  6. Zengjie Tan, Yuanyuan Xu*, “Deep Reinforcement Learning Based Collaborative Mobile Edge Caching for Omnidirectional Video Streaming”, in Lecture Notes in Computer Science, Proc. of Wireless Algorithms, Systems, and Applications (WASA), vol 12937, June 25-27, 2021, Nanjing, China.
  7. Yuanyuan Xu*, Quanping Zeng, “Reinforcement Learning for HEVC Screen Content Intra Coding on Heterogeneous Mobile Devices”, in Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (LNICST), Proc. of EAI International Conference on Machine Learning and Intelligent Communications (MLICOM), pp. 759-768, Aug. 24-25, 2019, Nanjing, China.
  8. Yuanyuan Xu*, and Shan Li, “Virtualization of 5G Cellular Networks: A Combinatorial Share-Averse Auction Approach”, in Lecture Notes in Computer Science (LNCS), Proc. of International Conference on Artificial Intelligence and Security (ICAIS), pp. 13–24, July 26-28, 2019, New York, USA.
  9. Yuanyuan Xu, Ce Zhu*, “Multiple Description Coded Video Streaming with Multipath Transport in Wireless Ad Hoc Networks”, in Proc. of 7th International ICST Conference on Mobile Multimedia Communications (MobiMedia 2011), September 5-7, 2011, Cagliari, Italy. (Best Student Paper Award)

教学

  • 0601015, 多媒体概论
  • 0601096, 虚拟现实
  • 2015JC25, 程序设计方法

研究生

22级 21级 20级 19级 18级