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mengyuan lee
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Year
Graph embedding-based wireless link scheduling with few training samples
M Lee, G Yu, GY Li
IEEE Transactions on Wireless Communications 20 (4), 2282-2294, 2020
1152020
Device sampling for heterogeneous federated learning: Theory, algorithms, and implementation
S Wang, M Lee, S Hosseinalipour, R Morabito, M Chiang, CG Brinton
IEEE INFOCOM 2021-IEEE Conference on Computer Communications, 1-10, 2021
1022021
Deep neural networks for linear sum assignment problems
M Lee, Y Xiong, G Yu, GY Li
IEEE Wireless Communications Letters 7 (6), 962-965, 2018
782018
Learning to branch: Accelerating resource allocation in wireless networks
M Lee, G Yu, GY Li
IEEE Transactions on Vehicular Technology 69 (1), 958-970, 2019
672019
User association for millimeter-wave networks: A machine learning approach
R Liu, M Lee, G Yu, GY Li
IEEE Transactions on Communications 68 (7), 4162-4174, 2020
512020
Decentralized inference with graph neural networks in wireless communication systems
M Lee, G Yu, H Dai
IEEE Transactions on Mobile Computing 22 (5), 2582-2598, 2021
312021
Joint subcarrier and power allocation for OFDMA based mobile edge computing system
M Li, S Yang, Z Zhang, J Ren, G Yu
2017 IEEE 28th Annual International Symposium on Personal, Indoor, and …, 2017
312017
Accelerating generalized benders decomposition for wireless resource allocation
M Lee, N Ma, G Yu, H Dai
IEEE Transactions on Wireless Communications 20 (2), 1233-1247, 2020
292020
A fast graph neural network-based method for winner determination in multi-unit combinatorial auctions
M Lee, S Hosseinalipour, CG Brinton, G Yu, H Dai
IEEE Transactions on Cloud Computing 10 (4), 2264-2280, 2020
192020
Graph neural networks meet wireless communications: Motivation, applications, and future directions
M Lee, G Yu, H Dai, GY Li
IEEE Wireless Communications 29 (5), 12-19, 2022
122022
Joint resource allocation and trajectory design for multi-UAV systems with moving Users: Pointer network and unfolding
Q Hou, Y Cai, Q Hu, M Lee, G Yu
IEEE Transactions on Wireless Communications, 2022
102022
Accelerating resource allocation for D2D communications using imitation learning
M Lee, G Yu, GY Li
2019 IEEE 90th Vehicular Technology Conference (VTC2019-Fall), 1-5, 2019
102019
Privacy-preserving decentralized inference with graph neural networks in wireless networks
M Lee, G Yu, H Dai
IEEE Transactions on Wireless Communications, 2023
62023
Wireless link scheduling for D2D communications with graph embedding technique
M Lee, G Yu, GY Li
ICC 2020-2020 IEEE International Conference on Communications (ICC), 1-6, 2020
52020
Multicell power control under QoS requirements with CNet
Q Hou, M Lee, G Yu, Z Zhou
IEEE Communications Letters 26 (6), 1308-1312, 2022
42022
A graph neural network based decentralized learning scheme
H Gao, M Lee, G Yu, Z Zhou
Sensors 22 (3), 1030, 2022
32022
Learning to Optimize Resource in Dynamic Wireless Environment via Meta-Gating Graph Neural Network
Q Hou, M Lee, G Yu, Y Cai
2022 International Symposium on Wireless Communication Systems (ISWCS), 1-6, 2022
22022
Meta-Gating Framework for Fast and Continuous Resource Optimization in Dynamic Wireless Environments
Q Hou, M Lee, G Yu, Y Cai
IEEE Transactions on Communications, 2023
12023
Wireless D2D network link scheduling based on graph embedding
J Fu, N Ma, M Ye, M Lee, G Yu
2020 IEEE 92nd Vehicular Technology Conference (VTC2020-Fall), 1-5, 2020
12020
OverGNN Assisted Power Allocation for Heterogeneous Ultra-Dense Networks
S Lin, M Lee, Q Chen, D Wen, W Du, Z He
2023 International Conference on Wireless Communications and Signal …, 2023
2023
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