GiGaMAE: Generalizable Graph Masked Autoencoder via Collaborative Latent
Space Reconstruction

GiGaMAE: Generalizable Graph Masked Autoencoder via Collaborative Latent Space Reconstruction

18 August 2023

Ninghao Liu

Papers citing "GiGaMAE: Generalizable Graph Masked Autoencoder via Collaborative Latent Space Reconstruction"

19 / 19 papers shown

Title
Balancing Graph Embedding Smoothness in Self-Supervised Learning via Information-Theoretic Decomposition Heesoo Jung Hogun Park 24 2 0 16 Apr 2025
CIMAGE: Exploiting the Conditional Independence in Masked Graph Auto-encoders Jongwon Park Heesoo Jung Hogun Park 41 1 0 10 Mar 2025
Revisiting and Benchmarking Graph Autoencoders: A Contrastive Learning Perspective Jintang Li Ruofan Wu Yuchang Zhu Huizhe Zhang Xinzhou Jin Guibin Zhang Zulun Zhu Zibin Zheng Liang Chen SSL 32 0 0 14 Oct 2024
Informative Subgraphs Aware Masked Auto-Encoder in Dynamic Graphs Pengfe Jiao Xinxun Zhang Mengzhou Gao Tianpeng Li Zhidong Zhao AI4CE 21 0 0 14 Sep 2024
Disentangled Generative Graph Representation Learning Xinyue Hu Zhibin Duan Xinyang Liu Yuxin Li Bo Chen Mingyuan Zhou 22 0 0 24 Aug 2024
Deep Generative Models for Subgraph Prediction Erfaneh Mahmoudzadeh Parmis Naddaf Kiarash Zahirnia Oliver Schulte BDL GNN 26 0 0 07 Aug 2024
IDEA: A Flexible Framework of Certified Unlearning for Graph Neural Networks Yushun Dong Binchi Zhang Zhenyu Lei Na Zou Jundong Li MU 67 5 0 28 Jul 2024
GAugLLM: Improving Graph Contrastive Learning for Text-Attributed Graphs with Large Language Models Yi Fang Dongzhe Fan Daochen Zha Qiaoyu Tan 37 9 0 17 Jun 2024
GraphFM: A Comprehensive Benchmark for Graph Foundation Model Yuhao Xu Xinqi Liu Keyu Duan Yi Fang Yu-Neng Chuang Daochen Zha Qiaoyu Tan AI4CE 25 1 0 12 Jun 2024
Hi-GMAE: Hierarchical Graph Masked Autoencoders Chuang Liu Zelin Yao Yibing Zhan Xueqi Ma Dapeng Tao Jia Wu Wenbin Hu Shirui Pan Bo Du AI4CE 39 0 0 17 May 2024
Where to Mask: Structure-Guided Masking for Graph Masked Autoencoders Chuang Liu Yuyao Wang Yibing Zhan Xueqi Ma Dapeng Tao Jia Wu Wenbin Hu 44 4 0 24 Apr 2024
UGMAE: A Unified Framework for Graph Masked Autoencoders Yijun Tian Chuxu Zhang Ziyi Kou Zheyuan Liu Xiangliang Zhang Nitesh V. Chawla 19 1 0 12 Feb 2024
Masked AutoEncoder for Graph Clustering without Pre-defined Cluster Number k Yuanchi Ma Hui He Zhongxiang Lei ZhenDong Niu 19 0 0 09 Jan 2024
Marginal Nodes Matter: Towards Structure Fairness in Graphs Xiaotian Han Kaixiong Zhou Ting-Hsiang Wang Jundong Li Fei Wang Na Zou 22 0 0 23 Oct 2023
Knowledge-integrated AutoEncoder Model Teddy Lazebnik Liron Simon Keren 14 5 0 12 Mar 2023
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,337 0 11 Nov 2021
Dynamic Memory based Attention Network for Sequential Recommendation Qiaoyu Tan Jianwei Zhang Ninghao Liu Xiao Shi Huang Hongxia Yang Jingren Zhou Xia Hu HAI 85 59 0 18 Feb 2021
Sparse-Interest Network for Sequential Recommendation Qiaoyu Tan Jianwei Zhang Jiangchao Yao Ninghao Liu Jingren Zhou Hongxia Yang Xia Hu 77 130 0 18 Feb 2021
Poisson noise reduction with non-local PCA Joseph Salmon Zachary T. Harmany Charles-Alban Deledalle Rebecca Willett 46 313 0 02 Jun 2012