Datasets and Reproducible Code
Code and data can be freely modified and distributed with the original copyright notice and appropriate citations (see Publications). Use the code at your own risk.
Reproducible Code
Federated Unlearning via On-server Gradient Conflict Mitigation and Expression (FOUL)
Detecting Correlated Agreement Blindness in Multi-Agent Triage
Label-aware Knowledge for Hierarchical Federated Learning (Full-stack FL)
Monotonic Positional Warping for Signal Waveform Classification (WaFormer)
Attentive Synergic Tri-stream Additive Network for 5G-LTE-ASR Spectrum Identification (ASTA-Net)
Recycled and Selective Architecture for Efficient Spectrogram Segmentation (RecSpecUNet)
Effective CSI Compression for Scalable and Accurate Wi-Fi Sensing (TinySense)
Adaptive Spectro-Temporal Robust Architecture for Spectrum Sensing (ASTRA-Net)
Transformer-empowered Automatic Modulation Classification (DTNet)
Federated Domain Generalization with Data-free On-server Matching Gradient (FedOMG)
Layer-wise Adaptive Scaling Ratio (LASR) for Large Batch Training Generalization
Goal-Oriented Semantic Communication with Distortion Rate Resilience (DGRO)
High Compression Approach for Communication-Efficient Federated Learning (HCFL)
DroneRF Dataset and RF-UAVNet for RF-based Drone Surveillance Systems
Cost-efficient CNN for Automatic Modulation Classification (MCNet)
Federated Learning over UAV-enabled Wireless Powered Communications
Swarm Intelligence and Machine Learning for UAV-assisted VLC-NOMA