Yuanyuan Xu

Yuanyuan Xu

Associate Professor, Hohai Univeristy

I am currently an associate professor with College of Computer and Software at Hohai University, China. I received B.Eng. and M.Eng. degrees from Beijing Jiaotong University, Beijing, China, in 2005 and 2007, respectively, and Ph.D. degree from Nanyang Technological University, Singapore, in 2014. I have published more than 30 papers on image/video coding, image/video communication and resource allocation, including IEEE Trans. on Circuits and Systems for Video Technology, IEEE Trans. on Wireless Communications, IEEE Trans. on on Mobile Computing, Signal Processing: Image Communication.

My research interests include image/video coding, image/video communication, immersive videos, visual perception and applications, etc.

Pulication

Selected Journal papers

  1. Yuanyuan Xu, Kun Zhu*, Hu Xu, and Jiequ Ji, “Deep Reinforcement Learning for Multi-Objective Resource Allocation in Multi-Platoon Cooperative Vehicular Networks”, IEEE Trans. on Wireless Communications, vol. 22, no. 9, pp. 6185-6198, Sept. 2023. (CCF-B)
  2. 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, vol. 9, no. 24, pp. 25551-25564, 15 Dec. 2022. (JCR Tier 1)
  3. 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)
  4. 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)
  5. Yuanyuan Xu, “Predictive Side Decoding for Human-Centered Multiple Description Image Coding”, EURASIP Journal on Wireless Communications and Networking, no. 93, May 2020.
  6. 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.
  7. 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.
  8. 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)
  9. 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.
  10. 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)

Selected Conference papers

  1. Xi Gu, Yuanyuan Xu*, Kun Zhu, “Semantic Importance-Based Deep Image Compression Using A Generative Approach”, in Proc. of 30th International Conference on Multimedia Modeling(MMM2024), Jan. 29-Feb.2, 2024, Amsterdam, Netherlands.
  2. Hui Chen, Yuanyuan Xu*, “Video Coding for Machines Based on Motion Assisted Saliency Analysis”, in Proc. of International Conference on Image and Graphics (ICIG 2023), Sept. 22-24. 2023, Nanjing, China.
  3. 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.
  4. 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.
  5. 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.
  6. 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)
  7. 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.
  8. 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.
  9. 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.
  10. 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.
  11. 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)

Graduate Students

Year 2018: 张婕（南瑞、联合指导）
Year 2019: 谭增洁（北京百度、联合指导）、杨桃雨（省优硕、火箭军工程大学、联合指导）
Year 2020: 熊皓萱（上海紫光展锐）、朱雷（中兴）
Year 2021: 陈慧（咪咕视频）、顾茜（上海途虎养车）、刘刻（南京公安）
Year 2022: 蔡舒雯、郑沁怡、吴成伟
Year 2023: 戴星宇、王远池、徐凤

Teaching

  • 0601015, Introduction to Multimedia
  • 0601096, Virtual Reality
  • 2022LM330001, Methods of Programming

Contact

If you’re interested to join my group, please contact me at yuanyuan_xu@hhu.edu.cn