Journals

  • TWICE: Two-Way Innovation Compression for Communication Efficient Federated Learning
    J. Sun, B. Li, T. Chen, Q. Yang, Z. Yang, and G. B. Giannakis
    submitted to IEEE Transactions on Cybernetics, July 2020.

AI/ML Conferences

SP Conferences

  • Frank Wolfe with Averaged Gradients
    Y. Zhang, B. Li, and G. B. Giannakis
    Proc. ICASSP 2021.

  • Near-Optimal Algorithms for Piecewise-Stationary Cascading Bandits
    L. Wang, H. Zhou, B. Li, L.R. Varshney, and Z. Zhao
    Proc. ICASSP 2021.

  • Revisit of Estimate Sequence for Accelerated Gradient Method
    B. Li, M. Coutino, and G. B. Giannakis
    Proc. ICASSP 2020.

  • Secure Edge Computing in IoT via Online Learning
    B. Li, T. Chen, and G. B. Giannakis
    Proc. Asilomar 2018.

  • Real-Time Energy Management with Improved Cost-Capacity Tradeoff
    B. Li, T. Chen, X. Wang, and G. B. Giannakis
    Proc. GlobalSIP 2017.

Technical Notes