Cross-region Model Training with Communication-Computation Overlapping and Delay Compensation.
CoRR, April, 2025
Enhancing Semi-Supervised Federated Learning With Progressive Training in Heterogeneous Edge Computing.
IEEE Trans. Mob. Comput., March, 2025
A Novel Hat-Shaped Device-Cloud Collaborative Inference Framework for Large Language Models.
CoRR, March, 2025
Lightweight and Post-Training Structured Pruning for On-Device Large Lanaguage Models.
CoRR, January, 2025
Efficient Deployment of Large Language Models on Resource-constrained Devices.
CoRR, January, 2025
A Full Closed-Loop Rotary Laser Scanning Angle Measurement System Based on an Optical Frequency Comb.
IEEE Trans. Instrum. Meas., 2025
SNN using color-opponent and attention mechanisms for object recognition.
Pattern Recognit., 2025
Towards layer-wise quantization for heterogeneous federated clients.
Comput. Networks, 2025
Ferrari: A Personalized Federated Learning Framework for Heterogeneous Edge Clients.
IEEE Trans. Mob. Comput., October, 2024
Accelerating Federated Learning With Data and Model Parallelism in Edge Computing.
IEEE/ACM Trans. Netw., February, 2024
Recent advances on reliability of FPGAs in a radiation environment.
Microelectron. J., 2024
An Efficient NAS-based Approach for Handling Imbalanced Datasets.
CoRR, 2024
Active High-Impedance Fault Detection Method for Resonant Grounding Distribution Networks.
IEEE Access, 2024
False Data Injection Attack Detection Method Based on Deep Learning With Multi-Scale Feature Fusion.
IEEE Access, 2024
Research on Dialect Protection: Interaction Design of Chinese Dialects Based on BLSTM-CRF and FBM Theories.
IEEE Access, 2024
A High-Resolution Ultrasonic Environmental Sensing Scheme for Indoor Automated Guided Vehicle Obstacle Avoidance.
Proceedings of the 99th IEEE Vehicular Technology Conference, 2024
ParallelSFL: A Novel Split Federated Learning Framework Tackling Heterogeneity Issues.
Proceedings of the 30th Annual International Conference on Mobile Computing and Networking, 2024
MergeSFL: Split Federated Learning with Feature Merging and Batch Size Regulation.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
A New Approach to Predict Radio Map via Learning-Based Spatial Loss Field.
Proceedings of the IEEE International Conference on Acoustics, 2024
A Novel Unsupervised Learning Network for Direction-of-Arrival Estimation in Internet of Things Scenarios.
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2023
A New Federated Learning Model for Host Intrusion Detection System Under Non-IID Data.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023
Multiuser joint downlink channel reconstruction based on spatial consistency.
Phys. Commun., 2021