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UniGAP: A Universal and Adaptive Graph Upsampling Approach to Mitigate
  Over-Smoothing in Node Classification Tasks

UniGAP: A Universal and Adaptive Graph Upsampling Approach to Mitigate Over-Smoothing in Node Classification Tasks

28 July 2024
Xiaotang Wang
Yun Zhu
Haizhou Shi
Yongchao Liu
Chuntao Hong
ArXiv (abs)PDFHTMLGithub (6★)

Papers citing "UniGAP: A Universal and Adaptive Graph Upsampling Approach to Mitigate Over-Smoothing in Node Classification Tasks"

4 / 4 papers shown
GraphShaper: Geometry-aware Alignment for Improving Transfer Learning in Text-Attributed Graphs
GraphShaper: Geometry-aware Alignment for Improving Transfer Learning in Text-Attributed Graphs
Heng Zhang
Tianyi Zhang
Yuling Shi
Xiaodong Gu
Yaomin Shen
Haochen You
Zijian Zhang
Yilei Yuan
Jin Huang
150
0
0
14 Oct 2025
Graph Triple Attention Network: A Decoupled Perspective
Graph Triple Attention Network: A Decoupled Perspective
Xiaotang Wang
Yun Zhu
Haizhou Shi
Yongchao Liu
Chuntao Hong
387
4
0
03 Jan 2025
GraphCLIP: Enhancing Transferability in Graph Foundation Models for Text-Attributed Graphs
GraphCLIP: Enhancing Transferability in Graph Foundation Models for Text-Attributed GraphsThe Web Conference (WWW), 2024
Yun Zhu
Haizhou Shi
Xiaotang Wang
Yongchao Liu
Yaoke Wang
Boci Peng
Chuntao Hong
Siliang Tang
VLM
556
34
0
14 Oct 2024
Adaptive Universal Generalized PageRank Graph Neural Network
Adaptive Universal Generalized PageRank Graph Neural NetworkInternational Conference on Learning Representations (ICLR), 2020
Eli Chien
Jianhao Peng
Pan Li
O. Milenkovic
993
917
0
14 Jun 2020
1