53 citations · 53 across the 3 of their papers we have counts for
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cs.LG2022
Self-supervised Learning for Heterogeneous Graph via Structure Information based on Metapath
Shuai Ma, Jian-wei Liu, Xin Zuo
graph neural networks (GNNs) are the dominant paradigm for modeling and handling graph structure data by learning universal node representation. The traditional way of training GNN…
cs.LG2022★ 53 cited
Adaptive Online Incremental Learning for Evolving Data Streams
Si-si Zhang, Jian-wei Liu, Xin Zuo
Recent years have witnessed growing interests in online incremental learning. However, there are three major challenges in this area. The first major difficulty is concept drift, t…
cs.LG2021
Universal Transformer Hawkes Process with Adaptive Recursive Iteration
Lu-ning Zhang, Jian-wei Liu, Zhi-yan Song +1
Asynchronous events sequences are widely distributed in the natural world and human activities, such as earthquakes records, users activities in social media and so on. How to dist…