359 citations · 796 across the 15 of their papers we have counts for
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cs.CR2021
Reinforcement Learning for Security-Aware Computation Offloading in Satellite Networks
Saurav Sthapit, Subhash Lakshminarayana, Ligang He +2
The rise of NewSpace provides a platform for small and medium businesses to commercially launch and operate satellites in space. In contrast to traditional satellites, NewSpace pro…
cs.LG2021★ 1 cited
Variation-Incentive Loss Re-weighting for Regression Analysis on Biased Data
Wentai Wu, Ligang He, Weiwei Lin
Both classification and regression tasks are susceptible to the biased distribution of training data. However, existing approaches are focused on the class-imbalanced learning and…
cs.LG2021★ 1 cited
FedProf: Selective Federated Learning with Representation Profiling
Wentai Wu, Ligang He, Weiwei Lin +1
Federated Learning (FL) has shown great potential as a privacy-preserving solution to learning from decentralized data that are only accessible to end devices (i.e., clients). In m…