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Boosting Graph Pooling with Persistent Homology

Boosting Graph Pooling with Persistent Homology

26 February 2024
Chaolong Ying
Xinjian Zhao
Tianshu Yu
    GNN
    AI4CE
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Papers citing "Boosting Graph Pooling with Persistent Homology"

3 / 3 papers shown
Title
Persistent Homology-induced Graph Ensembles for Time Series Regressions
Persistent Homology-induced Graph Ensembles for Time Series Regressions
Viet The Nguyen
Duy Anh Pham
An Thai Le
Jans Peter
Gunther Gust
AI4TS
52
0
0
18 Mar 2025
PHLP: Sole Persistent Homology for Link Prediction -- Interpretable
  Feature Extraction
PHLP: Sole Persistent Homology for Link Prediction -- Interpretable Feature Extraction
Junwon You
Eunwoo Heo
Jae-Hun Jung
21
1
0
23 Apr 2024
Boosting the Cycle Counting Power of Graph Neural Networks with
  I$^2$-GNNs
Boosting the Cycle Counting Power of Graph Neural Networks with I2^22-GNNs
Yinan Huang
Xingang Peng
Jianzhu Ma
Muhan Zhang
76
46
0
22 Oct 2022
1