Yang Helin

Lab Position: Research Fellow (August 2020- Present)

Email: hyang013@e.ntu.edu.sg

Office: Strategic Centre for Research in Privacy-Preserving Technologies, Research Techno Plaza (RTP 04), Nanyang Technological University, Singapore 639798.

Research Topic: Wireless Communications (5G/6G), Internet of Things, Resource Management, Reinforcement Learning, Visible Light Communication (VLC).

Brief Biography:

He received the B.S. and M.S. degrees in the School of Telecommunications Information Engineering from Chongqing University of Posts and Telecommunications in 2013, and 2016, and the Ph.D. degree from the School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, in 2020. He serves as a reviewer for IEEE international journals such as IEEE Communications Magazine, IEEE Transactions on Wireless Communications, IEEE Transactions on Vehicular Technology, etc. His current research interests include wireless communication, visible light communication, Internet of Things and resource management.

Education:
2016.07–2020.03: PhD, School of Electrical Electronic Engineering, Nanyang Technological University, Singapore
2013.09–2016.06: MSc, School of Information Engineering, Chongqing University of Posts and Telecommunications, China
2009.09–2013.06: B.Eng, School of Information Engineering, Chongqing University of Posts and Telecommunications , China

Publications:


[1] Helin Yang, Zehui Xiong, Jun Zhao, Dusit Niyato, Qingqing Wu, and Liang Xiao, “Deep reinforcement learning based intelligent reflecting surface for secure wireless communications,” IEEE Transactions on Wireless Communications. (Accepted) DOI: 10.1109/TWC.2020.3024860.
[2] Helin Yang, Yang Zhao, Zehui Xiong, Jun Zhao, Dusit Niyato, Kwok-Yan Lam, and Qingqing Wu, “Deep reinforcement learning based intelligent reflecting surface for secure wireless communications” IEEE Global Communications Conference (GLOBECOM), 2020, Taipei, Taiwan, Dec. 2020. (Accepted).
[3] Helin Yang, Zehui Xiong, Jun Zhao, Dusit Niyato, Qingqing Wu, Massimo Tornatore, and Stefano Secci, “Intelligent reflecting surface assisted anti-jamming communications based on reinforcement learning” IEEE Global Communications Conference (GLOBECOM), Taipei, Taiwan, Dec. 2020. (Accepted).
[4] Helin Yang, Zehui Xiong, Jun Zhao, Dusit Niyato, Qingqing Wu, and H. Vincent Poor, “Intelligent reflecting surface assisted anti-jamming communications: A fast reinforcement learning approach,” IEEE Transactions on Wireless Communications. (Major revision) https://arxiv.org/abs/2004.12539.
[5] Helin Yang, Arokiaswami Alphones, Zehui Xiong, Dusit Niyato, and Jun Zhao, “Artificial intelligence-enabled intelligent 6G networks”, IEEE Network. (Accepted) DOI: 10.1109/MNET.011.2000195.
[6] Helin Yang, Zehui Xiong, Jun Zhao, Dusit Niyato, Chau Yuen, and Ruilong Deng, “Deep reinforcement learning based massive access management for ultra-reliable low-latency communications,” IEEE Transactions on Wireless Communications. (Major revision). https://arxiv.org/abs/ 2002.08743.
[7] Helin Yang, Zehui Xiong, Jun Zhao, Kwo Yan Lam, Sumei Sun, and Liang Xiao, “Privacy-Preserving Federated Learning for UAV-Enabled Networks: Learning-Based Joint Scheduling and Resource Management,” submitted to IEEE Journal on Selected Areas in Communications by Oct. 2020.