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81
Learning Radio Environments by Differentiable Ray Tracing
Published 2024-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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Article -
82
Attention-Aided Outdoor Localization in Commercial 5G NR Systems
Published 2024-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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Article -
83
Constrained Federated Learning for AoI-Limited SFC in UAV-Aided MEC for Smart Agriculture
Published 2023-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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Article -
84
A Machine Learning Aided Reference-Tone-Based Phase Noise Correction Framework for Fiber-Wireless Systems
Published 2024-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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Article -
85
Recursive GNNs for Learning Precoding Policies With Size-Generalizability
Published 2024-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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Article -
86
Private Collaborative Edge Inference via Over-the-Air Computation
Published 2025-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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Article -
87
Energy-Efficient on-Board Radio Resource Management for Satellite Communications via Neuromorphic Computing
Published 2024-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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Article -
88
Device-Based Cellular Throughput Prediction for Video Streaming: Lessons From a Real-World Evaluation
Published 2024-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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Article -
89
A Deep Reinforcement Learning-Based Resource Scheduler for Massive MIMO Networks
Published 2023-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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Article -
90
Hierarchically Federated Learning in Wireless Networks: D2D Consensus and Inter-Cell Aggregation
Published 2024-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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Article -
91
Channel Estimation Using CNN-LSTM in RIS-NOMA Assisted 6G Network
Published 2023-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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Article -
92
Fair Probabilistic Multi-Armed Bandit With Applications to Network Optimization
Published 2024-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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Article -
93
Causally-Aware Reinforcement Learning for Joint Communication and Sensing
Published 2025-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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Article -
94
Polarization-Aware Channel State Prediction Using Phasor Quaternion Neural Networks
Published 2024-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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Article -
95
Deep Joint Source Channel Coding for Privacy-Aware End-to-End Image Transmission
Published 2025-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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Article -
96
A Novel Blockchain-Enabled Federated Learning Scheme for IoT Anomaly Detection
Published 2025-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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Article -
97
Congruent Learning for Self-Regulated Federated Learning in 6G
Published 2024-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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Article -
98
Evaluation Metrics and Methods for Generative Models in the Wireless PHY Layer
Published 2025-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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Article -
99
Energy Minimization for Federated Learning Based Radio Map Construction
Published 2024-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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Article -
100
Game Strategies for Data Transfer Infrastructures Against ML-Profile Exploits
Published 2024-01-01“…IEEE Transactions on Machine Learning in Communications and Networking…”
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