Dr. Xiaoming Tao Researcher
Department of Electronic Engineering, Tsinghua University, Beijing 100084, China
Telephone:+86-10-62771118
Fax:+86-10-62771118
Email: taoxm@tsinghua.edu.cn
Education background
2003.09 – 2008.06, Tsinghua University,Information and Communication Systems, Ph.D.
1999.09 – 2003.06, Xidian University,Communication Engineering, Bachelor
Experience
2018.12-Present, Research Fellow, Department of Electronic Engineering, Tsinghua University;
2014.12-2018.11, Associate Researcher, Department of Electronic Engineering, Tsinghua University;
2011.12-2014.11, Assistant Researcher, Department of Electronic Engineering, Tsinghua University;
2009.12-2011.11, Tsinghua University, Department of Electronic Engineering, Postdoc;
2008.07-2009.12, France Telecom R & D Center, Researcher.
Concurrent Academic
IEEE ICCI*CC'20, Organization co-chair
IEEE ICC 2020, Symposium Chair;
IEEE INFOCOM 2015 -- Workshop on Quality of Experience-Based Wireless Communications, General co-Chair;
IEEE ICIP 2017, Volunteer Leadership;
IEEE/CIC ICCC 2018, Technical Symposium Chair.
Social service
2019.12-present, Member of the sixth council of China Young Scientists Association
2019.04-present, Chairman of Young Women's Scientific Furniture Club of China Electronics Society
2019.11-present, Deputy Director of Communication Theory and Signal Processing Professional Committee, China Institute of Communications
2017.01-present, China Communications Editor
Areas of Research Interests/ Research Projects
New theoretical methods and key technologies of computing communication
QoE-oriented multimedia quality evaluation
QoE-based intelligent network optimization
Knowledge representation and calculation of multimedia data
Research Status
Dr. Tao is committed to exploring and developing new theoretical methods and key technologies of computing communication. She focuses on the framework of computing communication with multimedia quality of experience (QoE) as the optimization goal. Supported by artificial intelligence, deep learning, computer vision and other technologies, she will develop new methods such as QoE measurement and QoE modeling, and explore new technologies for intelligent transmission based on multimedia transmission and network optimization. It lays an important foundation for significantly improving the sustainable development capability of broadband mobile networks, especially for large-capacity multimedia services. Currently, she has published 55 papers included in SCI expanded, more than 60 papers included in EI. She has won the Best Paper Awards, received 40 invention patents, and received the National Science Fund for Distinguished Young Scholars; the China Youth Science and Technology Award, National Key Research and Development Project, etc.
Honors And Awards
China Youth Science and Technology Award
Award for Women in Science in China
The second prize of the State Technological Invention Award
The first prize of Scientific and Technological Progress Award of the Ministry of Education
The first prize of the Technological Invention Award of Chinese Association for Artificial Intelligence
The first prize of the State Technological Invention of China Communications Society
Academic Achievement
[1] X. M. Tao, Y. Liu, C. Jiang, Z. Wang and X. Qin, "QoE-Oriented Multimedia Assessment: A Facial Expression Recognition Approach", IEEE Trans. Multimedia, vol.26, pp.41–50, 2019.
[2] X. M. Tao, Y. Duan, M. Xu, Z. Meng and J. Lu, "Learning QoE of Mobile Video Transmission with Deep Neural Network: A Data-driven Approach", IEEE Journal on Selected Areas in Communications, vol.37, pp.1337–1348, 2019.
[3] X. M. Tao, C. Jiang, J. Liu, A. Xiao and J. Lu, "QoE Driven Resource Allocation in Next Generation Wireless Networks", IEEE Wireless Communications, vol.26, pp.78–85, 2019.
[4] X. M. Tao, L. Dong, Y. Li, J. Zhou, N. Ge and J. Lu, "Real-time personalized content catering via viewer sentiment feedback: a QoE perspective", IEEE Network, vol.29, pp.14–19, 2015.
[5] X. M. Tao, Y. P, Duan, C. Yang, H. J. Zhang, S. Liu, and J. H. Lu, “Representation Learning in Wireless Multimedia Communications”, IEEE Wireless Communications Magazine, Accepted, 2020.
[6] Y. P. Duan, C. Y. Han, X. M. Tao, B. R. Geng, Y. F. Du, and J. H. Lu, “Panoramic Image Generation: from 2-D Sketch to Spherical Image”, IEEE Journal of Selected Topics in Signal Processing, Vol. 14, no. 1, 2019.
[7] C. Han, Y. Duan, X. Tao, M. XU and J. Lu, "Toward Variable-Rate Generative Compression by Reducing the Channel Redundancy", IEEE Transactions on on Circuits and Systems for Video Technology, Accepted, 2019.
[8] Y. N. Miao, X. M. Tao, and J. H. Lu, “Joint 3D Shape Estimation and Landmark Localization from Monocular Cameras of Intelligent Vehicles”, IEEE Internet of Things Journal, vol. 6, no. 1, pp. 15-25, Feb. 2019.
[9] B. H. Lin, X. M. Tao, and J. H. Lu, “Hyperspectral Image Denoising via Matrix Factorization and Deep Prior Regularization”, IEEE Transactions on Image Processing, vol. 29, pp. 565-578, Jul. 2019.
[10] C. Zhao, X. M. Tao, J. C, Xiao, VCM. Leung, “Joint Minimization of Wired and Wireless Traffic for Content Delivery by Multicast Pushing”, IEEE Transactions on Wireless Communications, vol. 18, no. 5, pp. 2828-2841, May. 2019.