Helin Yang

Best Publications

• Artificial-Intelligence-Enabled Intelligent 6G Networks

  Helin Yang;Arokiaswami Alphones;Zehui Xiong;Dusit Niyato

  528
  Citations

• On the Performance of MIMO-NOMA-Based Visible Light Communication Systems

  Chen Chen;Wen-De Zhong;Helin Yang;Pengfei Du

  301
  Citations

• Privacy-Preserving Federated Learning for UAV-Enabled Networks: Learning-Based Joint Scheduling and Resource Management

  Helin Yang;Jun Zhao;Zehui Xiong;Kwok-Yan Lam

  277
  Citations

• Intelligent Reflecting Surface Assisted Anti-Jamming Communications: A Fast Reinforcement Learning Approach

  Helin Yang;Zehui Xiong;Jun Zhao;Dusit Niyato

  227
  Citations

• Learning-Based Energy-Efficient Resource Management by Heterogeneous RF/VLC for Ultra-Reliable Low-Latency Industrial IoT Networks

  Helin Yang;Arokiaswami Alphones;Wen-De Zhong;Chen Chen

  188
  Citations

• Intelligent Resource Management Based on Reinforcement Learning for Ultra-Reliable and Low-Latency IoV Communication Networks

  Helin Yang;Xianzhong Xie;Michel Kadoch

  165
  Citations

• Lead federated neuromorphic learning for wireless edge artificial intelligence

  Unknown

  155
  Citations

• Noncooperative and Cooperative Optimization of Electric Vehicle Charging Under Demand Uncertainty: A Robust Stackelberg Game

  Helin Yang;Xianzhong Xie;Athanasios V. Vasilakos

  107
  Citations

• Reduction of SINR Fluctuation in Indoor Multi-Cell VLC Systems Using Optimized Angle Diversity Receiver

  Chen Chen;Wen-De Zhong;Helin Yang;Sheng Zhang

  88
  Citations

• Distributed Deep Reinforcement Learning Based Spectrum and Power Allocation for Heterogeneous Networks

  Unknown

  87
  Citations

• QoS-Driven Optimized Design-Based Integrated Visible Light Communication and Positioning for Indoor IoT Networks

  Helin Yang;Wen-De Zhong;Chen Chen;Arokiaswami Alphones

  84
  Citations

• Deep Reinforcement Learning Based Massive Access Management for Ultra-Reliable Low-Latency Communications

  Helin Yang;Zehui Xiong;Jun Zhao;Dusit Niyato

  73
  Citations

• Integration of Visible Light Communication and Positioning within 5G Networks for Internet of Things

  Helin Yang;Wen-De Zhong;Chen Chen;Arokiaswami Alphones

  67
  Citations

• Deep-Reinforcement-Learning-Based Energy-Efficient Resource Management for Social and Cognitive Internet of Things

  Helin Yang;Wen-De Zhong;Chen Chen;Arokiaswami Alphones

  63
  Citations

• Flexible-Rate SIC-Free NOMA for Downlink VLC Based on Constellation Partitioning Coding

  Chen Chen;Wen-De Zhong;Helin Yang;Pengfei Du

  61
  Citations

• Learning-Based Reliable and Secure Transmission for UAV-RIS-Assisted Communication Systems

  Unknown

  61
  Citations

• Machine Learning Techniques and A Case Study for Intelligent Wireless Networks

  Helin Yang;Xianzhong Xie;Michel Kadoch

  60
  Citations

• Deep Reinforcement Learning Based Multidimensional Resource Management for Energy Harvesting Cognitive NOMA Communications

  Zhaoyuan Shi;Xianzhong Xie;Huabing Lu;Helin Yang

  53
  Citations

• IRS-Aided Energy-Efficient Secure WBAN Transmission Based on Deep Reinforcement Learning

  Unknown

  53
  Citations

• An Actor-Critic Deep Reinforcement Learning Approach for Transmission Scheduling in Cognitive Internet of Things Systems

  Helin Yang;Xianzhong Xie

  50
  Citations