Mei Song

Mei Song publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Mei Song sits on this spectrum.

Mei Song D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Mei Song sits on this spectrum.

Best Publications

• A mean field view of the landscape of two-layer neural networks.

  Song Mei;Andrea Montanari;Phan-Minh Nguyen

  672
  Citations

• The generalization error of random features regression: Precise asymptotics and double descent curve

  Song Mei;Andrea Montanari

  381
  Citations

• User Scheduling and Resource Allocation in HetNets With Hybrid Energy Supply: An Actor-Critic Reinforcement Learning Approach

  Yifei Wei;F. Richard Yu;Mei Song;Zhu Han

  361
  Citations

• Performance Optimization for Blockchain-Enabled Industrial Internet of Things (IIoT) Systems: A Deep Reinforcement Learning Approach

  Mengting Liu;F. Richard Yu;Yinglei Teng;Victor C. M. Leung

  350
  Citations

• The landscape of empirical risk for nonconvex losses

  Song Mei;Yu Bai;Andrea Montanari

  299
  Citations

• Joint Optimization of Caching, Computing, and Radio Resources for Fog-Enabled IoT Using Natural Actor–Critic Deep Reinforcement Learning

  Yifei Wei;F. Richard Yu;Mei Song;Zhu Han

  295
  Citations

• Computation Offloading and Content Caching in Wireless Blockchain Networks With Mobile Edge Computing

  Mengting Liu;F. Richard Yu;Yinglei Teng;Victor C. M. Leung

  247
  Citations

• Distributed Resource Allocation in Blockchain-Based Video Streaming Systems With Mobile Edge Computing

  Mengting Liu;F. Richard Yu;Yinglei Teng;Victor C. M. Leung

  236
  Citations

• Distributed Optimal Relay Selection in Wireless Cooperative Networks With Finite-State Markov Channels

  Yifei Wei;F Richard Yu;Mei Song

  210
  Citations

• On the Capacity Comparison Between MIMO-NOMA and MIMO-OMA

  Yang Liu;Gaofeng Pan;Hongtao Zhang;Mei Song

  203
  Citations

• Resource Allocation for Ultra-Dense Networks: A Survey, Some Research Issues and Challenges

  Yinglei Teng;Mengting Liu;F. Richard Yu;Victor C. M. Leung

  186
  Citations

• Mean-field theory of two-layers neural networks: dimension-free bounds and kernel limit

  Song Mei;Theodor Misiakiewicz;Andrea Montanari

  157
  Citations

• Exploiting full duplex for device-to-device communications in heterogeneous networks

  Li Wang;Fei Tian;Tommy Svensson;Daquan Feng

  146
  Citations

• Energy-efficient traffic grooming in sliceable-transponder-equipped IP-over-elastic optical networks [invited]

  Jiawei Zhang;Yongli Zhao;Xiaosong Yu;Jie Zhang

  134
  Citations

• Dynamic Traffic Grooming in Sliceable Bandwidth-Variable Transponder-Enabled Elastic Optical Networks

  Jiawei Zhang;Yuefeng Ji;Mei Song;Yongli Zhao

  121
  Citations

• Generalization error of random feature and kernel methods: hypercontractivity and kernel matrix concentration

  Unknown

  113
  Citations

• PCCN: Parallel Cross Convolutional Neural Network for Abnormal Network Traffic Flows Detection in Multi-Class Imbalanced Network Traffic Flows

  Yong Zhang;Xu Chen;Da Guo;Mei Song

  112
  Citations

• Mean-field theory of two-layers neural networks: dimension-free bounds and kernel limit

  Song Mei;Theodor Misiakiewicz;Andrea Montanari

  109
  Citations

• Baseband unit cloud interconnection enabled by flexible grid optical networks with software defined elasticity

  Jiawei Zhang;Yuefeng Ji;Jie Zhang;Rentao Gu

  103
  Citations

• Hybrid Decode-Forward & Amplify-Forward Relaying With Non-Orthogonal Multiple Access

  Yang Liu;Gaofeng Pan;Hongtao Zhang;Mei Song

  95
  Citations