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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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Iterative Algorithm Induced Deep-Unfolding Neural Networks: Precoding Design for Multiuser MIMO Systems

Jun 15, 2020
Qiyu Hu, Yunlong Cai, Qingjiang Shi, Kaidi Xu, Guanding Yu, Zhi Ding

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Scheduling in Cellular Federated Edge Learning with Importance and Channel Awareness

Apr 01, 2020
Jinke Ren, Yinghui He, Dingzhu Wen, Guanding Yu, Kaibin Huang, Dongning Guo

* Submitted to IEEE for possible publication 

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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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Deep Learning based Wireless Resource Allocation with Application to Vehicular Networks

Jul 07, 2019
Le Liang, Hao Ye, Guanding Yu, Geoffrey Ye Li

* 13 pages; 8 figures; 3 tables; submitted to IEEE journals for possbile publication 

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Accelerating DNN Training in Wireless Federated Edge Learning System

May 23, 2019
Jinke Ren, Guanding Yu, Guangyao Ding

* 30 pages, 5 figures, 2 tables. This paper has been submitted to IEEE Transactions on Wireless Communications 

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