Mengyuan Lee

30 papers A* 1B 1C 1Journal 22Unranked 5
YearRankTypeTitle / Venue / Authors
2024 J jnl
Power Control for NN-Based Wireless Distributed Inference With Improved Model Calibration.
IEEE Trans. Wirel. Commun.
Qiushuo Hou, Mengyuan Lee, Guanding Yu, Yunlong Cai
2024 J jnl
Privacy-Preserving Decentralized Inference With Graph Neural Networks in Wireless Networks.
IEEE Trans. Wirel. Commun.
Mengyuan Lee, Guanding Yu, Huaiyu Dai
2023 J jnl
Decentralized Inference With Graph Neural Networks in Wireless Communication Systems.
IEEE Trans. Mob. Comput.
Mengyuan Lee, Guanding Yu, Huaiyu Dai
2023 J jnl
Joint Resource Allocation and Trajectory Design for Multi-UAV Systems With Moving Users: Pointer Network and Unfolding.
IEEE Trans. Wirel. Commun.
Qiushuo Hou, Yunlong Cai, Qiyu Hu, Mengyuan Lee, Guanding Yu
2023 J jnl
Meta-Gating Framework for Fast and Continuous Resource Optimization in Dynamic Wireless Environments.
IEEE Trans. Commun.
Qiushuo Hou, Mengyuan Lee, Guanding Yu, Yunlong Cai
2023 — conf
OverGNN Assisted Power Allocation for Heterogeneous Ultra-Dense Networks.
WCSP
Sisi Lin, Mengyuan Lee, Qimei Chen, Dingzhu Wen, Wen Du, Zhidong He
2022 J jnl
A Fast Graph Neural Network-Based Method for Winner Determination in Multi-Unit Combinatorial Auctions.
IEEE Trans. Cloud Comput.
Mengyuan Lee, Seyyedali Hosseinalipour, Christopher G. Brinton, Guanding Yu, Huaiyu Dai
2022 J jnl
A Graph Neural Network Based Decentralized Learning Scheme.
Sensors
Huiguo Gao, Mengyuan Lee, Guanding Yu, Zhaolin Zhou
2022 C conf
Design of Retransmission Mechanism for Decentralized Inference with Graph Neural Networks.
APCC
Jiaying Zhang, Yutong Jiang, Xingyu Liu, Mengyuan Lee, Huiguo Gao, Guanding Yu
2022 J jnl
Graph Neural Networks Meet Wireless Communications: Motivation, Applications, and Future Directions.
CoRR
Mengyuan Lee, Guanding Yu, Huaiyu Dai, Geoffrey Ye Li
2022 J jnl
Graph Neural Networks Meet Wireless Communications: Motivation, Applications, and Future Directions.
IEEE Wirel. Commun.
Mengyuan Lee, Guanding Yu, Huaiyu Dai, Geoffrey Ye Li
2022 B conf
Joint Neural Network for Trajectory and Communication Design in Multi-UAV Systems.
GLOBECOM
Qiushuo Hou, Yunlong Cai, Qiyu Hu, Mengyuan Lee, Guanding Yu
2022 — conf
Learning to Optimize Resource in Dynamic Wireless Environment via Meta-Gating Graph Neural Network.
ISWCS
Qiushuo Hou, Mengyuan Lee, Guanding Yu, Yunlong Cai
2022 J jnl
Multicell Power Control Under QoS Requirements With CNet.
IEEE Commun. Lett.
Qiushuo Hou, Mengyuan Lee, Guanding Yu, Zhaolin Zhou
2022 J jnl
Privacy-Preserving Decentralized Inference with Graph Neural Networks in Wireless Networks.
CoRR
Mengyuan Lee, Guanding Yu, Huaiyu Dai
2021 J jnl
Accelerating Generalized Benders Decomposition for Wireless Resource Allocation.
IEEE Trans. Wirel. Commun.
Mengyuan Lee, Ning Ma, Guanding Yu, Huaiyu Dai
2021 J jnl
Decentralized Inference with Graph Neural Networks in Wireless Communication Systems.
CoRR
Mengyuan Lee, Guanding Yu, Huaiyu Dai
2021 A* conf
Device Sampling for Heterogeneous Federated Learning: Theory, Algorithms, and Implementation.
INFOCOM
Su Wang, Mengyuan Lee, Seyyedali Hosseinalipour, Roberto Morabito, Mung Chiang, Christopher G. Brinton
2021 J jnl
Device Sampling for Heterogeneous Federated Learning: Theory, Algorithms, and Implementation.
CoRR
Su Wang, Mengyuan Lee, Seyyedali Hosseinalipour, Roberto Morabito, Mung Chiang, Christopher G. Brinton
2021 J jnl
Graph Embedding-Based Wireless Link Scheduling With Few Training Samples.
IEEE Trans. Wirel. Commun.
Mengyuan Lee, Guanding Yu, Geoffrey Ye Li
2020 J jnl
A Fast Graph Neural Network-Based Method for Winner Determination in Multi-Unit Combinatorial Auctions.
CoRR
Mengyuan Lee, Seyyedali Hosseinalipour, Christopher G. Brinton, Guanding Yu, Huaiyu Dai
2020 J jnl
Accelerating Generalized Benders Decomposition for Wireless Resource Allocation.
CoRR
Mengyuan Lee, Ning Ma, Guanding Yu, Huaiyu Dai
2020 J jnl
Learning to Branch: Accelerating Resource Allocation in Wireless Networks.
IEEE Trans. Veh. Technol.
Mengyuan Lee, Guanding Yu, Geoffrey Ye Li
2020 J jnl
User Association for Millimeter-Wave Networks: A Machine Learning Approach.
IEEE Trans. Commun.
Rui Liu, Mengyuan Lee, Guanding Yu, Geoffrey Ye Li
2020 — conf
Wireless D2D Network Link Scheduling based on Graph Embedding.
VTC Fall
Jingyun Fu, Ning Ma, Mingqiao Ye, Mengyuan Lee, Guanding Yu
2020 — conf
Wireless Link Scheduling for D2D Communications with Graph Embedding Technique.
ICC
Mengyuan Lee, Guanding Yu, Geoffrey Ye Li
2019 — conf
Accelerating Resource Allocation for D2D Communications Using Imitation Learning.
VTC Fall
Mengyuan Lee, Guanding Yu, Geoffrey Ye Li
2019 J jnl
Graph Embedding based Wireless Link Scheduling with Few Training Samples.
CoRR
Mengyuan Lee, Guanding Yu, Geoffrey Ye Li
2019 J jnl
Learning to Branch: Accelerating Resource Allocation in Wireless Networks.
CoRR
Mengyuan Lee, Guanding Yu, Geoffrey Ye Li
2018 J jnl
Deep Neural Networks for Linear Sum Assignment Problems.
IEEE Wirel. Commun. Lett.
Mengyuan Lee, Yuanhao Xiong, Guanding Yu, Geoffrey Ye Li