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Wenzhi Fang
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Over-the-air computation via reconfigurable intelligent surface
W Fang, Y Jiang, Y Shi, Y Zhou, W Chen, KB Letaief
IEEE Transactions on Communications 69 (12), 8612-8626, 2021
702021
Communication-efficient stochastic zeroth-order optimization for federated learning
W Fang, Z Yu, Y Jiang, Y Shi, CN Jones, Y Zhou
IEEE Transactions on Signal Processing 70, 5058-5073, 2022
622022
Stochastic Beamforming for Reconfigurable Intelligent Surface Aided Over-the-Air Computation
W Fang, M Fu, K Wang, Y Shi, Y Zhou
2020 IEEE Global Communications Conference (GLOBECOM), 2020
32*2020
Outage minimization for intelligent reflecting surface aided MISO communication systems via stochastic beamforming
W Fang, M Fu, Y Shi, Y Zhou
2020 IEEE 11th Sensor Array and Multichannel Signal Processing Workshop (SAM …, 2020
122020
Submodel partitioning in hierarchical federated learning: Algorithm design and convergence analysis
W Fang, DJ Han, CG Brinton
ICC 2024-IEEE International Conference on Communications, 268-273, 2024
92024
Optimal receive beamforming for over-the-air computation
W Fang, Y Zou, H Zhu, Y Shi, Y Zhou
2021 IEEE 22nd International Workshop on Signal Processing Advances in …, 2021
72021
Hierarchical Federated Learning with Multi-Timescale Gradient Correction
W Fang, DJ Han, E Chen, S Wang, CG Brinton
Advances in Neural Information Processing Systems, 2024
42024
Orchestrating federated learning in space-air-ground integrated networks: Adaptive data offloading and seamless handover
DJ Han, W Fang, S Hosseinalipour, M Chiang, CG Brinton
IEEE Journal on Selected Areas in Communications, 2024
22024
Federated Sketching LoRA: On-Device Collaborative Fine-Tuning of Large Language Models
W Fang, DJ Han, L Yuan, S Hosseinalipour, CG Brinton
arXiv preprint arXiv:2501.19389, 2025
2025
Cooperative Decentralized Backdoor Attacks on Vertical Federated Learning
S Lee, W Fang, AB Das, S Hosseinalipour, DJ Love, CG Brinton
arXiv preprint arXiv:2501.09320, 2025
2025
Federated Learning over Hierarchical Wireless Networks: Training Latency Minimization via Submodel Partitioning
W Fang, DJ Han, CG Brinton
IEEEACM transactions on networking, 2025
2025
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학술자료 1–11