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20192023
most citedDevice Sampling for Heterogeneous Federated Learning: Theory, Algorithms, and Implementation

121 citations · 194 across the 8 of their papers we have counts for

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eess.SP2019

Graph Embedding based Wireless Link Scheduling with Few Training Samples

Mengyuan Lee, Guanding Yu, Geoffrey Ye Li

Link scheduling in device-to-device (D2D) networks is usually formulated as a non-convex combinatorial problem, which is generally NP-hard and difficult to get the optimal solution…

cs.IT2019★ 59 cited

Learning to Branch: Accelerating Resource Allocation in Wireless Networks

Mengyuan Lee, Guanding Yu, Geoffrey Ye Li

Resource allocation in wireless networks, such as device-to-device (D2D) communications, is usually formulated as mixed integer nonlinear programming (MINLP) problems, which are ge…