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cs.LG2023
On the Optimal Batch Size for Byzantine-Robust Distributed Learning
Yi-Rui Yang, Chang-Wei Shi, Wu-Jun Li
Byzantine-robust distributed learning (BRDL), in which computing devices are likely to behave abnormally due to accidental failures or malicious attacks, has recently become a hot…
cs.LG2023
Asymmetric Learning for Graph Neural Network based Link Prediction
Kai-Lang Yao, Wu-Jun Li
Link prediction is a fundamental problem in many graph based applications, such as protein-protein interaction prediction. Graph neural network (GNN) has recently been widely used…