Publications (Note: Student co-authors (co-)supervised by me are underlined)

Journal Papers

  • B. Luo, X. Ouyang, P. Sun, P. Han, N, Ding, J. Huang, "Optimization Design for Federated Learning in Heterogeneous 6G Networks," accepted in IEEE Network, 2023.
  • B. Luo, PL. Yeoh, R. Schober and B. Krongold, "Distributed Energy Beamforming for Wireless Power Transfer over Frequency-Selective Fading Channels," in IEEE Transactions on Green Communications and Networking, vol. 6, no. 4, pp. 2100-2114, Dec. 2022.
  • B. Luo, PL. Yeoh, and B. Krongold, "Structural Properties of Optimal Power Allocation for DAS-OFDM under Joint Total and Individual Power Constraints," IEEE Transactions on Green Communications and Networking, vol. 6, no. 1, pp. 530-542, March 2022.
  • B. Luo, X. Li, S. Wang, J. Huang and L. Tassiulas, "Cost-Effective Federated Learning in Mobile Edge Networks," in IEEE Journal on Selected Areas in Communications, vol. 39, no. 12, pp. 3606-3621, Dec. 2021.
  • B. Luo, PL. Yeoh, and B. Krongold, "Optimal Co-Phasing Power Allocation and Capacity of Coordinated OFDM Transmission with Total and Individual Power Constraints,"IEEE Transactions on Communications, vol. 67, no. 10, pp. 7103-7113, Oct. 2019.
  • B. Luo, Q. Cui, and X. Tao, "Optimal Joint Water-Filling for Coordinated Transmission over Frequency-Selective Fading Channels,"IEEE Communication Letters, vol.15, no.2, pp.190-192, Feb. 2011.
  • B. Luo, Q. Cui, X. Tao, and P. Zhang, "Closed Form Solutions of Joint Water-Filling for Coordinated Transmission,"IEICE Transactions on Communications, vol. 93-B, no. 12, pp. 3461-3468, Jan. 2010.
  • Q. Cui, B. Luo, X. Huang and A.A. Dowhuszko, "Closed Form Solution for Minimizing Power Consumption in Coordinated Transmissions,"EURASIP Journal on Wireless Communications and Networking, vol. 2012, no. 122, Mar. 2012.
  • Q. Cui, X. Huang, B. Luo and X. Tao, "Capacity Analysis and Optimal Power Allocation for Coordinated MIMO-OFDM Systems,"Science China Information Sciences, vol. 55, no. 6, pp.1372-1378, Jun. 2012.

Conference Papers (peer-reviewed, including workshops, posters and demos)

  • J. Shao, S. Han, C. He, B. Luo, "Privacy-Preserving Federated Heavy Hitter Analytics for Non-IID Data," in Workshop on Federated Learning and Analytics in Practice: Algorithms, Systems, Applications, and Opportunities, in Conjunction with ICML 2023 (FL-ICML' 23), Jul. 2023.
  • W. Xiao, T. Ye, B. Luo, J. Huang, "FedRos - Federated Reinforcement Learning for Networked Mobile-Robot Collaboration", accepted in Proc. IEEE International Conference on Distributed Computing Systems (ICDCS) Poster and Demo Session, Jul. 2023.
  • B. Luo, Y. Feng, S. Wang, J. Huang, L. Tassiulas, "Incentive Mechanism Design for Unbiased Federated Learning with Randomized Client Participation" accepted in Proc. IEEE International Conference on Distributed Computing Systems (ICDCS), 2023.
  • B. Luo, W. Xiao, S. Wang, J. Huang, L. Tassiulas, "Tackling System and Statistical Heterogeneity for Federated Learning with Adaptive Client Sampling" in Proc. IEEE International Conference on Computer Communications (INFOCOM), 2022.
  • B. Luo, X. Li, S. Wang, J. Huang, L. Tassiulas, "Cost-Effective Federated Learning Design," in Proc. of IEEE International Conference on Computer Communications (INFOCOM), 2021.
  • B. Luo, PL. Yeoh, R. Schober and B. Krongold, "Optimal Frequency-Selective Energy Beamforming with Joint Total and Individual Power Constraints" in Proc. IEEE Global Communications Conference (GLOBECOM), Waikoloa, HI, USA, December, 2019.
  • B. Luo, PL. Yeoh and B. Krongold, "Optimal Power Allocation for DAS-OFDM under Joint Total and Individual Power Constraints," in Proc. IEEE Global Communications Conference (GLOBECOM), Waikoloa, HI, USA, December, 2019.
  • B. Luo, PL. Yeoh, R. Schober and B. Krongold, "Optimal Energy Beamforming for Distributed Wireless Power Transfer over Frequency-Selective Channels," in Proc. IEEE International Conference on Communications (ICC), Shanghai, China, May 2019.
  • B. Luo, PL. Yeoh, and B. Krongold, " Optimal Co-phasing Power Allocation for Coordinated OFDM Transmission," in Proc. IEEE International Conference on Communications (ICC), Paris, France, Jun. 2017.
  • B. Luo, Q. Cui, X. Tao, and A.A. Dowhuszko, "On the Optimal Power Allocation for Coordinated Wireless Backhaul in OFDM Based Relay Systems," in Proc. IEEE International Conference on Communications (ICC), Budapest, Hungary, Jun. 2013.
  • B. Luo, Q. Cui, and X. Tao, "Constant-Power Joint Water-filling for Coordinated Transmission," in Proc. IEEE Global Communications Conference (GLOBECOM), Houston, US, Dec. 2011.
  • B. Luo, Q. Cui, H. Wang, and X. Tao, "Optimal Joint Water-filling for OFDM Systems with Multiple Cooperative Power Sources," in Proc. IEEE Global Communications Conference (GLOBECOM), Miami, US, Dec. 2010.
  • Q. Cui, B. Luo, and X. Huang, "Joint Power Allocation Solutions for Power Consumption Minimization in Coordinated Transmission System," in Proc. IEEE Global Communications Conference (GLOBECOM) Workshop on Multi-Cell Cooperation, Houston, US, Dec. 2011.

Patents

  • B. Luo, J. Shao, Method and Apparatus for Online Parameter Selection in Minimizing the Total Cost of Federated Learning, CN202310485067.8, Apr. 2023, field
  • B. Luo, J. Shao, Method and Apparatus for Online Client Sampling in Minimizing the Training time of Federated Learning, CN 202310484383.3, Apr. 2023, field
  • B. Luo, Y. Feng, J. Huang, Method and Apparatus for Stackelberg Game based Incentive Mechanism for Unbiased Federated Learning, CN CN202310489754.7, Apr. 2023, field
  • B. Luo, J. Shao, J. Huang, Method and Apparatus for Frequent Items Mining Using Federated Analytics, CN202310365167.7, Mar. 2023, field
  • B. Luo, J. Shao, J. Huang, Method and Apparatus for Frequent Data Mining Based on Hierarchical Federated Analytics, CN202310330791.3, Mar. 2023, field
  • B. Luo, X. Li, J. Huang. Method and Apparatus for Dynamic Bandwidth Allocation in Heterogeneous Federated Learning, CN202211006603.3, August, 2022, field.
  • B. Luo, Z. Li, J. Huang. Method and Apparatus for Measuring Client Contribuation in Federated Learning, CN202210509693.1, May, 2022, field.
  • B. Luo, T. Ye, W. Xiao, J. Huang. Method and Apparatus for Model Aggregation for Federated Reinforcement Learning, CN202210320107.9, Mar. 2022, field.
  • B. Luo, J. Sun, B. Tan, W. Jin and C. He. Method and Apparatus for Distributed Power Control in LTE-A system, CN103906200A, Jul. 2014, granted.
  • Q. Cui, P. Zhang, X. Tao, B. Luo, A.A. Dowhuszko, and J. Hämäläinen. Method for allocating downlink transmission power of coordinated transmission devices in coordinated multi-point transmission system, U.S. Patent 8811147, Aug. 2014, granted.