2024
Towards Effective Clustered Federated Learning: A Peer-to-Peer Framework With Adaptive Neighbor Matching.
IEEE Trans. Big Data, December, 2024
Heterogeneous Data-Aware Federated Learning for Intrusion Detection Systems via Meta-Sampling in Artificial Intelligence of Things.
IEEE Internet Things J., April, 2024
Fed2Com: Towards Efficient Compression in Federated Learning.
Proceedings of the International Conference on Computing, Networking and Communications, 2024
2023
How Global Observation Works in Federated Learning: Integrating Vertical Training Into Horizontal Federated Learning.
IEEE Internet Things J., June, 2023
Open-Set Fault Diagnosis via Supervised Contrastive Learning With Negative Out-of-Distribution Data Augmentation.
IEEE Trans. Ind. Informatics, March, 2023
A constrained Bayesian approach to out-of-distribution prediction.
Proceedings of the Uncertainty in Artificial Intelligence, 2023
2022
Progressively Balanced Supervised Contrastive Representation Learning for Long-Tailed Fault Diagnosis.
IEEE Trans. Instrum. Meas., 2022
Mining Latent Relationships among Clients: Peer-to-peer Federated Learning with Adaptive Neighbor Matching.
CoRR, 2022
How Global Observation embedding in Vertical-Horizontal Federated Learning.
Proceedings of the 2022 International Wireless Communications and Mobile Computing, 2022
Imbalanced Fault Diagnosis by Supervised Contrastive Learning.
Proceedings of the 25th IEEE International Conference on Computer Supported Cooperative Work in Design, 2022
2021
Convergence Analysis and System Design for Federated Learning Over Wireless Networks.
IEEE J. Sel. Areas Commun., 2021
How global observation works in Federated Learning: Integrating vertical training into Horizontal Federated Learning.
CoRR, 2021
Unified Group Fairness on Federated Learning.
CoRR, 2021
Convergence analysis and Design principle for Federated learning in Wireless network.
Proceedings of the IEEE Global Communications Conference, 2021
2020
Toward Big Data Processing in IoT: Path Planning and Resource Management of UAV Base Stations in Mobile-Edge Computing System.
IEEE Internet Things J., 2020
Intelligent networking with Mobile Edge Computing: Vision and Challenges for Dynamic Network Scheduling.
CoRR, 2020
2019
Minor Probability Events' Detection in Big Data: An Integrated Approach With Bayes Detection and MIM.
IEEE Commun. Lett., 2019
Towards Big data processing in IoT: Path Planning and Resource Management of UAV Base Stations in Mobile-Edge Computing System.
CoRR, 2019
Model Change Detection with Application to Machine Learning.
Proceedings of the IEEE International Conference on Acoustics, 2019
Towards Big Data Processing in IoT: Network Management for Online Edge Data Processing.
Proceedings of the 2019 IEEE Global Communications Conference, 2019
Active and Adaptive Sequential Learning with Per Time-step Excess Risk Guarantees.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019
2018
Beyond Empirical Models: Pattern Formation Driven Placement of UAV Base Stations.
IEEE Trans. Wirel. Commun., 2018
Toward Traffic Patterns in High-Speed Railway Communication Systems: Power Allocation and Access Selection.
IEEE Trans. Veh. Technol., 2018
Location-Aware ICI Reduction in MIMO-OFDM Downlinks for High-Speed Railway Communication Systems.
IEEE Trans. Veh. Technol., 2018
Information Theory in Formation Control: An Error Analysis to Multi-Robot Formation.
Entropy, 2018
Minor probability events detection in big data: An integrated approach with Bayesian testing and MIM.
CoRR, 2018
Active and Adaptive Sequential learning.
CoRR, 2018
To Smart City: Public Safety Network Design for Emergency.
IEEE Access, 2018
Big Data Viewpoint On Channel Information Measures Based on ACE Algorithm.
Proceedings of the 14th International Wireless Communications & Mobile Computing Conference, 2018
2017
Semi-centralized control for multi-robot formation and theoretical lower bound.
CoRR, 2017
Toward Traffic Patterns in High-speed Railway Communication Systems: Power Allocation and Antenna Selection.
CoRR, 2017
Shannon Shakes Hands with Chernoff: Big Data Viewpoint On Channel Information Measures.
CoRR, 2017
Massive MIMO Beam-forming for High Speed Train Communication: Directivity vs Beamwidth.
CoRR, 2017
Directivity-Beamwidth Tradeoff of Massive MIMO Uplink Beamforming for High Speed Train Communication.
IEEE Access, 2017
Massive MIMO Beamforming With Transmit Diversity for High Mobility Wireless Communications.
IEEE Access, 2017
Energy-Efficient 3D UAV-BS Placement versus Mobile Users' Density and Circuit Power.
Proceedings of the 2017 IEEE Globecom Workshops, Singapore, December 4-8, 2017, 2017
Differential services in HSR communication systems: Power allocation and antenna selection.
Proceedings of the 23rd Asia-Pacific Conference on Communications, 2017
Non-parametric message important measure: Compressed storage design for big data in wireless communication systems.
Proceedings of the 23rd Asia-Pacific Conference on Communications, 2017
2016
Subcarrier grouping with environmental sensing for MIMO-OFDM systems over correlated double-selective fading channels.
Wirel. Commun. Mob. Comput., 2016
Smart Channel Sounder for 5G IoT: From Wireless Big Data to Active Communication.
IEEE Access, 2016
Location-Aware Low Complexity ICI Reduction in OFDM Downlinks for High-Speed Railway Communication Systems with Distributed Antennas.
Proceedings of the IEEE 83rd Vehicular Technology Conference, 2016
Location-Aided Umbrella-Shaped Massive MIMO Beamforming Scheme with Transmit Diversity for High Speed Railway Communications.
Proceedings of the IEEE 83rd Vehicular Technology Conference, 2016
Message Importance Measure and Its Application to Minority Subset Detection in Big Data.
Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016
2015
Subcarrier Grouping for MIMO-OFDM Systems over Correlated Double-selective Fading Channels.
CoRR, 2015
General hardware framework of Nakagami m parameter estimator for wireless fading channel.
Proceedings of the International Workshop on High Mobility Wireless Communications, 2015
2014
Precoding with adaptive subcarrier grouping in MIMO-OFDM systems.
Proceedings of the International Workshop on High Mobility Wireless Communications, 2014