代表性论文
:
1.
Helin Yang, Jun Zhao, Zehui Xiong*, Kwok-Yan Lam, Sumei Sun, and Liang Xiao, “Privacy-preserving federated learning for UAV-enabled networks: Learning-based joint scheduling and resource management,” IEEE Journal on Selected Areas in Communications. vol. 39, no. 10, pp. 3144-3159, Oct. 2021.
2.
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, vol. 20, no. 5, pp. 2977-2990, May 2021.
3.
Helin Yang, Zehui Xiong*, Jun Zhao, Dusit Niyato, Qingqing Wu, H. Vincent Poor, and Massimo Tornatore, “Intelligent reflecting surface assisted anti-jamming communications: A fast reinforcement learning approach,” IEEE Transactions on Wireless Communications, vol. 20, no. 3, pp. 1963-1974, Mar. 2021.
4.
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, vol. 20, no. 1, pp. 375-388, Jan. 2021.
ESI高被引论文 TOP 1%
。
5.
Helin Yang, Wen-De. Zhong, Chen Chen*, Arokiaswami Alphones, Pengfei Du, Sheng Zhang, and Xianzhong Xie, “Coordinated resource allocation-based integrated visible light communication and positioning systems for indoor IoT.” IEEE Transactions on Wireless Communications, vol. 19, no. 7, pp. 4671-4684, Jul. 2020.
6.
Helin Yang, Arokiaswami Alphones, Wen-De. Zhong, Chen Chen*, and Xianzhong Xie, “Learning-based energy-efficient resource management by heterogeneous RF/VLC for ultra-reliable low-latency industrial IoT networks,” IEEE Transactions on Industrial Informatics, vol. 16, no. 8, pp. 5565-5576, Aug. 2020.
7.
Helin Yang, Arokiaswami Alphones, Zehui Xiong*, Dusit Niyato, Jun Zhao, and Kaishun Wu, “Artificial intelligence-enabled intelligent 6G networks”, IEEE Network, vol. 34, no. 6, pp. 272-280, Nov. 2020.
8.
Helin Yang, Wen-De. Zhong, Chen Chen, and Arokiaswami Alphones, “Integration of visible light communication and positioning within 5G networks for Internet of Things”, IEEE Network, vol. 34, no. 5, pp. 134-140, Sept. 2020.
9.
Helin Yang, Wen-De. Zhong, Chen Chen*, and Arokiaswami Alphones, “QoS-driven optimized design based integrated visible light communication and positioning for indoor IoT networks,” IEEE Internet of Things Journal, vol. 7, no. 1, pp. 269-283, Jan. 2020.
10.
Helin Yang*, Wen-De. Zhong, Chen Chen, and Xianzhong Xie, “Deep reinforcement learning based energy-efficient resource management for social and cognitive internet of things,” IEEE Internet of Things Journal, vol. 7, no. 6, pp. 5677-5689, Jun. 2020.
11.
Helin Yang and Xianzhong Xie*, “Energy-efficient joint scheduling and resource management for UAV-enabled multicell networks,” IEEE Systems Journal, vol. 14, no. 1, pp. 363-374, Mar. 2020.
12.
Helin Yang, Xianzhong Xie*, and Michel Kadoch, “Intelligent resource management based on reinforcement learning for ultra-reliable and low-latency IoV communication networks,” IEEE Transactions on Vehicular Technology, vol. 68, no. 5, pp. 4157-4169, May 2019.
13.
Helin Yang, Chen Chen*, Wen-De. Zhong, and Arokiaswami Alphones, “Joint precoder and equalizer design for multi-user multi-cell MIMO VLC systems,” IEEE Transactions on Vehicular Technology, vol. 67, no. 12, pp. 11354-11364, Dec. 2018.
14.
Helin Yang, Pengfei Du*, Wen-De. Zhong, Chen Chen, Arokiaswami Alphones, and Sheng Zhang, “Reinforcement learning based intelligent resource allocation for integrated VLCP systems,” IEEE Wireless Communication Letters, vol. 8, no. 4, pp. 1204-1207, Aug. 2019.
会议论文
:
1.
Wen Liu, Maochan Liang, Jiangtian Nie, Xianjun Deng, Zehui Xiong, Jiawen Kang, Helin, Yang, Yang, Zhang ,Intelligent Data-Driven Vessel Trajectory Prediction in MaritimeTransportation Cyber-Physical System, 2021 IEEE Intern ational Conference on Cyber, Physical and Social Computing, Australia, Dec. 2021. (
Best Paper
).
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), Taipei, Taiwan, Dec. 2020, pp. 1–6.
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, pp. 1–6.
4.
Helin Yang, Chen Chen, Wen-De Zhong, and Arokiaswami Alphones, “QoS-driven optimized design in a new integrated visible light communication and positioning system,” IEEE International Conference on Communications (ICC), pp. 1-6, Dublin, Ireland, Jun. 2020.
5.
Helin Yang, Chen Chen, Wen-De Zhong, and Arokiaswami Alphones, “Resource allocation for multi-user integrated visible light communication and positioning systems,” IEEE International Conference on Communications (ICC), pp. 1–6, Shanghai, China, May 2019.
学术服务
:
1.《IET Communications》SCI期刊编委
2.《Physical Communication》SCI期刊编委
3.《Computer Communications》SCI期刊技术委员
4.《计算机工程》学报青年编委
5.Publicity Co-chair:IEEE Wireless Communications & Networking Conference (WCNC), 2021,Workshop on Distributed Machine Learning for Future Communications and Networking
6.2021 IEEE Global Communications Conference (GLOBECOM) TMC.