Hierarchical Adaptive Pooling by Capturing High-order Dependency for
Graph Representation Learning

Hierarchical Adaptive Pooling by Capturing High-order Dependency for Graph Representation Learning

13 April 2021

Songlei Jian

Dongsheng Li

Papers citing "Hierarchical Adaptive Pooling by Capturing High-order Dependency for Graph Representation Learning"

11 / 11 papers shown

Title
Cluster-wise Graph Transformer with Dual-granularity Kernelized Attention Siyuan Huang Yunchong Song Jiayue Zhou Zhouhan Lin 28 1 0 09 Oct 2024
Impact of Domain Knowledge and Multi-Modality on Intelligent Molecular Property Prediction: A Systematic Survey Taojie Kuang Pengfei Liu Zhixiang Ren AI4CE 42 1 0 11 Feb 2024
Curvature-based Pooling within Graph Neural Networks Cedric Sanders Andreas Roth Thomas Liebig 33 5 0 31 Aug 2023
Higher-order Clustering and Pooling for Graph Neural Networks Alexandre Duval Fragkiskos D. Malliaros 29 38 0 02 Sep 2022
Calibrated One-class Classification for Unsupervised Time Series Anomaly Detection Hongzuo Xu Yijie Wang Songlei Jian Qing Liao Yongjun Wang Guansong Pang AI4TS 19 40 0 25 Jul 2022
Tackling Provably Hard Representative Selection via Graph Neural Networks Seyed Mehran Kazemi Anton Tsitsulin Hossein Esfandiari M. Bateni Deepak Ramachandran Bryan Perozzi Vahab Mirrokni 24 2 0 20 May 2022
Graph Pooling for Graph Neural Networks: Progress, Challenges, and Opportunities Chuang Liu Yibing Zhan Jia Wu Chang Li Bo Du Wenbin Hu Tongliang Liu Dacheng Tao GNN AI4CE 22 78 0 15 Apr 2022
SMGRL: Scalable Multi-resolution Graph Representation Learning Reza Namazi Elahe Ghalebi Sinead Williamson H. Mahyar 13 1 0 29 Jan 2022
Distribution Knowledge Embedding for Graph Pooling Kaixuan Chen Jie Song Shunyu Liu Na Yu Zunlei Feng Gengshi Han Mingli Song GNN 14 22 0 29 Sep 2021
Edge but not Least: Cross-View Graph Pooling Xiaowei Zhou Jie Yin Ivor W. Tsang 34 2 0 24 Sep 2021
Graph Pooling via Coarsened Graph Infomax Yunsheng Pang Yunxiang Zhao Dongsheng Li GNN 27 41 0 04 May 2021