23 citations · 62 across the 13 of their papers we have counts for
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cs.LG2021★ 6 cited
Link Prediction with Persistent Homology: An Interactive View
Zuoyu Yan, Tengfei Ma, Liangcai Gao +2
Link prediction is an important learning task for graph-structured data. In this paper, we propose a novel topological approach to characterize interactions between two nodes. Our…
cs.LG2019★ 1 cited
TGG: Transferable Graph Generation for Zero-shot and Few-shot Learning
Chenrui Zhang, Xiaoqing Lyu, Zhi Tang
Zero-shot and few-shot learning aim to improve generalization to unseen concepts, which are promising in many realistic scenarios. Due to the lack of data in unseen domain, relatio…
cs.LG2019★ 2 cited
Graph Attribute Aggregation Network with Progressive Margin Folding
Penghui Sun, Jingwei Qu, Xiaoqing Lyu +2
Graph convolutional neural networks (GCNNs) have been attracting increasing research attention due to its great potential in inference over graph structures. However, insufficient…