World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
33
Citations
6819
World Ranking
12456
National Ranking
5052

Best Publications

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

    Song Mei;Andrea Montanari;Phan-Minh Nguyen

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

    Song Mei;Andrea Montanari

  • 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

  • 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

  • The landscape of empirical risk for nonconvex losses

    Song Mei;Yu Bai;Andrea Montanari

  • 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

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

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

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

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

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

    Yifei Wei;F Richard Yu;Mei Song

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

    Yang Liu;Gaofeng Pan;Hongtao Zhang;Mei Song

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

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

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

    Song Mei;Theodor Misiakiewicz;Andrea Montanari

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

    Li Wang;Fei Tian;Tommy Svensson;Daquan Feng

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

    Jiawei Zhang;Yongli Zhao;Xiaosong Yu;Jie Zhang

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

    Jiawei Zhang;Yuefeng Ji;Mei Song;Yongli Zhao

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

    Unknown

  • 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

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

    Song Mei;Theodor Misiakiewicz;Andrea Montanari

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

    Jiawei Zhang;Yuefeng Ji;Jie Zhang;Rentao Gu

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

    Yang Liu;Gaofeng Pan;Hongtao Zhang;Mei Song

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