10 citations · 18 across the 7 of their papers we have counts for
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cs.LG2023★ 7 cited
A Survey on Graph Classification and Link Prediction based on GNN
Xingyu Liu, Juan Chen, Quan Wen
Traditional convolutional neural networks are limited to handling Euclidean space data, overlooking the vast realm of real-life scenarios represented as graph data, including trans…
cs.LG2023★ 1 cited
Knowledge Distillation for Efficient Sequences of Training Runs
Xingyu Liu, Alex Leonardi, Lu Yu +3
In many practical scenarios -- like hyperparameter search or continual retraining with new data -- related training runs are performed many times in sequence. Current practice is t…