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Graph Neural Networks Meet Wireless Communications: Motivation, Applications, and Future Directions


Dec 08, 2022
Mengyuan Lee, Guanding Yu, Huaiyu Dai, Geoffrey Ye Li

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* This paper is accepted by IEEE Wirel. Commun 

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Privacy-Preserving Decentralized Inference with Graph Neural Networks in Wireless Networks


Aug 15, 2022
Mengyuan Lee, Guanding Yu, Huaiyu Dai

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* This paper has been submitted to TWC 

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Decentralized Inference with Graph Neural Networks in Wireless Communication Systems


Apr 19, 2021
Mengyuan Lee, Guanding Yu, Huaiyu Dai

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* The paper was submitted to TMC 

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Device Sampling for Heterogeneous Federated Learning: Theory, Algorithms, and Implementation


Jan 04, 2021
Su Wang, Mengyuan Lee, Seyyedali Hosseinalipour, Roberto Morabito, Mung Chiang, Christopher G. Brinton

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* This paper is accepted for publication in the proceedings of 2021 IEEE International Conference on Computer Communications (INFOCOM) 

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A Fast Graph Neural Network-Based Method for Winner Determination in Multi-Unit Combinatorial Auctions


Sep 29, 2020
Mengyuan Lee, Seyyedali Hosseinalipour, Christopher G. Brinton, Guanding Yu, Huaiyu Dai

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Accelerating Generalized Benders Decomposition for Wireless Resource Allocation


Mar 03, 2020
Mengyuan Lee, Ning Ma, Guanding Yu, Huaiyu Dai

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