Kai Yang
News
Dr. Yang. with researchers from USA and Canada are organizing a special issue for IEEE Internet of Things Journal on AI Embdeded Cognitive Communication and Networking for IoT!
Dr. Yang was invited to serve as the publicity chair of IEEE WiOpt 2018!
Dr. Yang has been awarded a grant jointly from Department of Education of China and China Mobile to support his research on the anomaly detection and prediction of networked system, please see the news here. http://see.tongji.edu.cn/4c/e9/c183a85225/page.htm !
Dr. Yang has been awarded a 4-year grant from National Science Foundation of China to support his research on the design of decoding algorithm for polar code over deletion channel!
Dr. Yang has been invited to organize the second workshop on data science for networking with researchers from Huawei Research USA (https://ds4n.github.io/) !
Dr. Yang serves as a Workshop Chair of IEEE ICME 2018 !
Dr. Yang visited Prof. Vincent Poor at Princeton University !
Biography
Kai Yang received the B.Eng. degree from Southeast University, Nanjing, China, the M.S. degree from the National University of Singapore, Singapore,
and the Ph.D. degree from Columbia University, USA. He was a Technical Staff Member with Bell Laboratories, Alcatel Lucent, USA, a Senior Data Scientist with Huawei Technologies, USA,
and a Research Associate with NEC Laboratories America, USA. He has also been an adjunct faculty member with Columbia University
since 2011. He is currently a distinguished Professor and the National Young Thousand Talented Program Scholar with Tongji University, Shanghai, China.
He holds over 20 patents and has been published extensively in the IEEE leading journals and conferences. His current research interests
include big data analytics, wireless communications, and signal processing. He has also severed as a TPC member for numerous IEEE conferences.
He was a recipient of the Eliahu Jury Award from Columbia University, the Bell Laboratories Teamwork Award, the Huawei Technology Breakthrough Award,
and the Huawei Future Star Award. From 2012 to 2014, he was the Vice-Chair of the IEEE ComSoc Multimedia Communications Technical Committee.
He served as the Demo/Poster Co-Chair of the IEEE INFOCOM, a Symposium Co-Chair of the IEEE GLOBECOM, and a Workshop Co-Chair of the IEEE ICME.
He serves as an Editor of the IEEE Internet of Things Journal and the IEEE Communications Surveys and Tutorials, and a Guest Editor of the IEEE Journal on Selected Areas in Communications.
Research Interests
- Big data analytics and machine learning
- Wireless networks, communications, and channel coding theory
- Natural language processing
Publications
- Ming Xiao, Shahid Mumtaz, Yongming Huang, Linglong Dai, Yonghui Li, Michail Matthaiou, George K. Karagiannidis, Emil Björnson, Kai Yang,
Chih-Lin I, and Amitabha Ghosh, “Millimeter Wave Communications for Future Mobile Networks,” IEEE Journal on Selected Areas in Communications
2017, Volume: 35, Issue: 9 Pages: 1909 - 1935
- Ming Xiao, Shahid Mumtaz, Yongming Huang, Linglong Dai, Yonghui Li, Michail Matthaiou, George K. Karagiannidis, Emil Björnson, Kai Yang,
Chih-Lin I, and Amitabha Ghosh，“Millimeter Wave Communications for Future Mobile Networks (Guest Editorial), Part I,” IEEE Journal on Selected Areas in Communications
2017, Volume: 35, Issue: 7 Pages: 1425 - 1431
- Kai Yang, Ruilin Liu, Yanjia Sun, and Jin Yang, “DNA, A Big Data Analytics Platform for
Cellular Networks,” IEEE Internet of Things Journal 2017
- Leian Chen, Kai Yang, and Xiaodong Wang, "Robust Cooperative Wi-Fi Fingerprint-based Indoor Localization", IEEE Internet of Things
2016
- Simon Yiu and Kai Yang, “Gaussian Process Assisted Fingerprinting Localization,” IEEE
Internet of Things Journal, Sep. 2015
- Kai Yang and Anwar Walid, “Outage-Storage Tradeoff in Frequency Regulation for Smart Grid With Renewables,”
IEEE Transacstions on Smart Grid 2013
- Doru Calin, Aliya Ozge Kaya, Bong Ho Kim, Kai Yang, and Simon Yiu, “On the High Capacity lightRadioTM Metro Cell Design for Stadium,”
Bell Labs Technical Journal 2013
- Kai Yang, Jiangwei Huang, Yihong Wu, Xiaodong Wang, and Mung Chiang, “Distributed
robust optimization (DRO), part I: framework and example,” Springer Journal of Optimization
and Engineering, 1-33, Oct. 2013
- Zhe Wang, Kai Yang, and Xiaodong Wang, “Privacy-Preserving Energy Scheduling in Microgrid Systems,”
IEEE Transactions on smart grid, 2013
- Kai Yang and Anwar Walid, “Outage-Capacity Tradeoff for Smart Grid with Renewables”
2013 ACM Sigmetrics Greenmetrics
- Hua Xiao, Kai Yang, and Xiaodong Wang, “Robust Power Control under Channel Uncertainty
for Cognitive Radios with Sensing Delays,” IEEE Transactions on Wireless Communications 12(2): 646-655, 2013
- S. Yiu and C. B. Chae, K. Yang, and D. Calin, “Uncoordinated Beamforming for Cognitive Radios,” 60(5), 1390- 1397,
IEEE Trans. on Communications, May 2012
- Yihong Wu, Kai Yang, Jiangwei Huang, Xiaodong Wang, and Mung Chiang “Distributed
Robust Optimization (DRO) Part II: Wireless Power Control,” Springer Journal of Optimization
and Engineering submitted
- Kai Yang, Narayan Prasad, and Xiaodong Wang, "A message-passing approach to distributed
resource allocation in uplink DFT-spread-OFDMA systems," IEEE Transactions on Communications,
59(4), pp. 1099-1113, April 2011
- Kai Yang, Narayan Prasad, and Xiaodong Wang, “An auction approach to resource allocation for
multi-cell uplink OFDMA systems,” IEEE Transactions on Signal Processing, 57(11), pp.
4482-4496, November 2009
- Kai Yang and Xiaodong Wang, “Batter-aware adaptive modulation with QoS constraints,” IEEE Transactions on Communications, 54(10), pp.1797-1805, October 2006.
- Kai Yang, Jon Feldman, and Xiaodong Wang, “Non-linear programming approaches to decoding low-density parity-check code,” IEEE Journal of Selected Areas in Communications, special issue on Nonlinear Optimization of Communication Systems, 24(8), pp. 1603-1613, August 2006.
- Kai Yang and Xiaodong Wang, “A multicarrier interleaver-division UWB System,” IEEE Trans. on wireless communications, IEEE Transactions on Wireless Communications, 5(7), pp. 1827-1837, July 2006.
- Kai Yang and Madhukumar A.S., “A two-dimensional multipath channel estimator for CDMA systems with timing-offset errors,” IEEE Communications letter, Vol.8, pp.333-335, June 2004.
- A S Madhukumar, Francois Chin, Ying-Chang Liang, and Kai Yang. “Single-carrier cyclic prefix-assisted CDMA system with frequency domain equalization for high data rate transmission”, EURASIP Journal on Wireless Communications and Networking, Vol.1 pp.149-160, Jan. 2005.
- Kai Yang, Madhukumar A.S. and F. Chin. “Novel two-dimensional multistage interference cancellation scheme for uplink transmission of single carrier cyclic prefix-assisted CDMA system,” IEE Proceedings - Communications, Vol. 150, No. 4, pp. 287-292, Aug. 2003.
- Kai Yang, Vladimir Stankovic, Zixiang Xiong, and Xiaodong Wang, “Multiuser resource allocation for video transmission over a chip-interleaved multicarrier system,” Journal of wireless communications and mobile computing, Vol. 7, Issue 2, pp. 143 - 158, Jan. 2007.
- Kai Yang and Xiaodong Wang, “Cross-layer network planning for multi-radio multi-channel wireless networks,” IEEE Transactions on Communications, 56(10), pp.1705-1714, October 2008.
- Kai Yang and Xiaodong Wang, “Battery-aware adaptive modulation based on large-scale MDP,” IEEE Transactions on Wireless Communications, 7(1), pp.72-77, January 2008.
- Kai Yang, Xiaodong Wang, and Jon Feldman, “A new linear programming approach to decoding linear block codes,” IEEE Transactions on Information Theory, 54(3), pp.1061-1072, March 2008.
