2025
Deep Latent Variable Model based Vertical Federated Learning with Flexible Alignment and Labeling Scenarios.
CoRR, May, 2025
2024
A Kernel Perspective on Distillation-based Collaborative Learning.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
2023
Feature selection with scalable variational gaussian process via sensitivity analysis based on L2 divergence.
Neurocomputing, 2023
Towards Understanding Ensemble Distillation in Federated Learning.
Proceedings of the International Conference on Machine Learning, 2023
2022
Bayesian mixture of gaussian processes for data association problem.
Pattern Recognit., 2022
Path Loss Model Based on Machine Learning Using Multi-Dimensional Gaussian Process Regression.
IEEE Access, 2022
2021
Rain Attenuation Prediction Model for Terrestrial Links Using Gaussian Process Regression.
IEEE Commun. Lett., 2021
2020
Gaussian Process Regression-Based Traffic Load Balancing for Multimedia Multipath Systems.
IEEE Trans. Netw. Serv. Manag., 2020
Stochastic geometry analysis of the correlation between consecutive packet transmissions in WLAN.
Ann. Oper. Res., 2020
Time Series Forecasting Based Day-Ahead Energy Trading in Microgrids: Mathematical Analysis and Simulation.
IEEE Access, 2020
2019
Adaptive Bandwidth Allocation Based on Sample Path Prediction With Gaussian Process Regression.
IEEE Trans. Wirel. Commun., 2019
Prediction Based Efficient Online Bandwidth Allocation Method.
IEEE Commun. Lett., 2019
Optimal throughput analysis of multiple channel access in cognitive radio networks.
Ann. Oper. Res., 2019
2018
Distance-Based Inter-Cell Interference Coordination in Small Cell Networks: Stochastic Geometry Modeling and Analysis.
IEEE Trans. Wirel. Commun., 2018
Adaptive Contention Window Control Scheme in Wireless Ad Hoc Networks.
IEEE Commun. Lett., 2018
A New Autonomous Adaptive MAC Protocol in Wireless Networks.
IEEE Access, 2018
Energy Trading System in Microgrids With Future Forecasting and Forecasting Errors.
IEEE Access, 2018
Spatial Modelling and Analysis of WLAN with Poisson Point Process.
Proceedings of the Queueing Theory and Network Applications, 2018
2017
Delay analysis and optimality of the renewal access protocol.
Ann. Oper. Res., 2017
Event-Driven Energy Trading System in Microgrids: Aperiodic Market Model Analysis With a Game Theoretic Approach.
IEEE Access, 2017
Performance analysis of distance-based inter-cell interference coordination in Small Cell Networks.
Proceedings of the 18th IEEE International Symposium on A World of Wireless, 2017
Performance Analysis of Broadcast Packets in Vehicular Ad Hoc Networks.
Proceedings of the Queueing Theory and Network Applications, 2017
2016
Throughput Performance Optimization of Super Dense Wireless Networks With the Renewal Access Protocol.
IEEE Trans. Wirel. Commun., 2016
Contribution-Based Energy-Trading Mechanism in Microgrids for Future Smart Grid: A Game Theoretic Approach.
IEEE Trans. Ind. Electron., 2016
Optimal Throughput Analysis of Random Access Policies for Cognitive Radio Networks with Multiple Channel Access.
Proceedings of the 11th International Conference on Queueing Theory and Network Applications, 2016
A new contention based adaptive MAC protocol based on the renewal access protocol.
Proceedings of the 27th IEEE Annual International Symposium on Personal, 2016
Joint optimal access and sensing policy on distributed cognitive radio networks with channel aggregation.
Proceedings of the Eighth International Conference on Ubiquitous and Future Networks, 2016
2015
Design and Analysis of Medium Access Protocol: Throughput and Short-Term Fairness Perspective.
IEEE/ACM Trans. Netw., 2015
Per-node throughput and fairness analysis of IEEE 802.11 wireless networks with hidden nodes.
Perform. Evaluation, 2015
Optimal Design for One-Dimensional ALOHA Ad Hoc Networks Based on Stochastic Geometry.
Int. J. Distributed Sens. Networks, 2015
Color Sommelier: Interactive Color Recommendation System Based on Community-Generated Color Palettes.
Proceedings of the 28th Annual ACM Symposium on User Interface Software & Technology, 2015
Throughput Analysis of Multichannel Cognitive Radio Networks Based on Stochastic Geometry.
Proceedings of the Queueing Theory and Network Applications, 2015
Stability analysis of multi-channel cognitive radio networks based on decoupling approach.
Proceedings of the Seventh International Conference on Ubiquitous and Future Networks, 2015
Optimal throughput analysis of a super dense wireless network with the Renewal Access Protocol.
Proceedings of the IEEE International Conference on Communication, 2015
2014
Power-Efficient Load Distribution for Multihomed Services With Sleep Mode Over Heterogeneous Wireless Access Networks.
IEEE Trans. Veh. Technol., 2014
2013
Delay Analysis of OFDMA-Aloha.
IEEE Trans. Wirel. Commun., 2013
An Optimized Random Channel Access Policy in Cognitive Radio Networks under Packet Collision Requirement for Primary Users.
IEEE Trans. Wirel. Commun., 2013
Performance modeling and analysis of IEEE 802.11 wireless networks with hidden nodes.
Proceedings of the 16th ACM International Conference on Modeling, 2013