Mengyuan Lee

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 29

Top Topics

Resource Allocation

Benders Decomposition

Graph Embedding

Top Venues

IEEE Trans. Wirel. Commun.

IEEE Trans. Commun.

Publications

Mengyuan Lee, Guanding Yu, Huaiyu Dai
Privacy-Preserving Decentralized Inference With Graph Neural Networks in Wireless Networks. IEEE Trans. Wirel. Commun. 23 (1) (2024)
Mengyuan Lee, Guanding Yu, Huaiyu Dai
Decentralized Inference With Graph Neural Networks in Wireless Communication Systems. IEEE Trans. Mob. Comput. 22 (5) (2023)
Qiushuo Hou, Yunlong Cai, Qiyu Hu, Mengyuan Lee, Guanding Yu
Joint Resource Allocation and Trajectory Design for Multi-UAV Systems With Moving Users: Pointer Network and Unfolding. IEEE Trans. Wirel. Commun. 22 (5) (2023)
Sisi Lin, Mengyuan Lee, Qimei Chen, Dingzhu Wen, Wen Du, Zhidong He
OverGNN Assisted Power Allocation for Heterogeneous Ultra-Dense Networks. WCSP (2023)
Qiushuo Hou, Mengyuan Lee, Guanding Yu, Yunlong Cai
Meta-Gating Framework for Fast and Continuous Resource Optimization in Dynamic Wireless Environments. IEEE Trans. Commun. 71 (9) (2023)
Mengyuan Lee, Guanding Yu, Huaiyu Dai, Geoffrey Ye Li
Graph Neural Networks Meet Wireless Communications: Motivation, Applications, and Future Directions. IEEE Wirel. Commun. 29 (5) (2022)
Huiguo Gao, Mengyuan Lee, Guanding Yu, Zhaolin Zhou
A Graph Neural Network Based Decentralized Learning Scheme. Sensors 22 (3) (2022)
Qiushuo Hou, Yunlong Cai, Qiyu Hu, Mengyuan Lee, Guanding Yu
Joint Neural Network for Trajectory and Communication Design in Multi-UAV Systems. GLOBECOM (2022)
Mengyuan Lee, Guanding Yu, Huaiyu Dai, Geoffrey Ye Li
Graph Neural Networks Meet Wireless Communications: Motivation, Applications, and Future Directions. CoRR (2022)
Qiushuo Hou, Mengyuan Lee, Guanding Yu, Zhaolin Zhou
Multicell Power Control Under QoS Requirements With CNet. IEEE Commun. Lett. 26 (6) (2022)
Qiushuo Hou, Mengyuan Lee, Guanding Yu, Yunlong Cai
Learning to Optimize Resource in Dynamic Wireless Environment via Meta-Gating Graph Neural Network. ISWCS (2022)
Mengyuan Lee, Guanding Yu, Huaiyu Dai
Privacy-Preserving Decentralized Inference with Graph Neural Networks in Wireless Networks. CoRR (2022)
Mengyuan Lee, Seyyedali Hosseinalipour, Christopher G. Brinton, Guanding Yu, Huaiyu Dai
A Fast Graph Neural Network-Based Method for Winner Determination in Multi-Unit Combinatorial Auctions. IEEE Trans. Cloud Comput. 10 (4) (2022)
Jiaying Zhang, Yutong Jiang, Xingyu Liu, Mengyuan Lee, Huiguo Gao, Guanding Yu
Design of Retransmission Mechanism for Decentralized Inference with Graph Neural Networks. APCC (2022)
Su Wang, Mengyuan Lee, Seyyedali Hosseinalipour, Roberto Morabito, Mung Chiang, Christopher G. Brinton
Device Sampling for Heterogeneous Federated Learning: Theory, Algorithms, and Implementation. CoRR (2021)
Su Wang, Mengyuan Lee, Seyyedali Hosseinalipour, Roberto Morabito, Mung Chiang, Christopher G. Brinton
Device Sampling for Heterogeneous Federated Learning: Theory, Algorithms, and Implementation. INFOCOM (2021)
Mengyuan Lee, Guanding Yu, Huaiyu Dai
Decentralized Inference with Graph Neural Networks in Wireless Communication Systems. CoRR (2021)
Mengyuan Lee, Guanding Yu, Geoffrey Ye Li
Graph Embedding-Based Wireless Link Scheduling With Few Training Samples. IEEE Trans. Wirel. Commun. 20 (4) (2021)
Mengyuan Lee, Ning Ma, Guanding Yu, Huaiyu Dai
Accelerating Generalized Benders Decomposition for Wireless Resource Allocation. IEEE Trans. Wirel. Commun. 20 (2) (2021)
Mengyuan Lee, Ning Ma, Guanding Yu, Huaiyu Dai
Accelerating Generalized Benders Decomposition for Wireless Resource Allocation. CoRR (2020)
Mengyuan Lee, Guanding Yu, Geoffrey Ye Li
Wireless Link Scheduling for D2D Communications with Graph Embedding Technique. ICC (2020)
Mengyuan Lee, Seyyedali Hosseinalipour, Christopher G. Brinton, Guanding Yu, Huaiyu Dai
A Fast Graph Neural Network-Based Method for Winner Determination in Multi-Unit Combinatorial Auctions. CoRR (2020)
Rui Liu, Mengyuan Lee, Guanding Yu, Geoffrey Ye Li
User Association for Millimeter-Wave Networks: A Machine Learning Approach. IEEE Trans. Commun. 68 (7) (2020)
Jingyun Fu, Ning Ma, Mingqiao Ye, Mengyuan Lee, Guanding Yu
Wireless D2D Network Link Scheduling based on Graph Embedding. VTC Fall (2020)
Mengyuan Lee, Guanding Yu, Geoffrey Ye Li
Learning to Branch: Accelerating Resource Allocation in Wireless Networks. IEEE Trans. Veh. Technol. 69 (1) (2020)
Mengyuan Lee, Guanding Yu, Geoffrey Ye Li
Graph Embedding based Wireless Link Scheduling with Few Training Samples. CoRR (2019)
Mengyuan Lee, Guanding Yu, Geoffrey Ye Li
Accelerating Resource Allocation for D2D Communications Using Imitation Learning. VTC Fall (2019)
Mengyuan Lee, Guanding Yu, Geoffrey Ye Li
Learning to Branch: Accelerating Resource Allocation in Wireless Networks. CoRR (2019)
Mengyuan Lee, Yuanhao Xiong, Guanding Yu, Geoffrey Ye Li
Deep Neural Networks for Linear Sum Assignment Problems. IEEE Wirel. Commun. Lett. 7 (6) (2018)