GraphMAE: Self-Supervised Masked Graph Autoencoders

22 May 2022

Zhenyu Hou

Xiao Liu

Yukuo Cen

Yuxiao Dong

Hongxia Yang

Papers citing "GraphMAE: Self-Supervised Masked Graph Autoencoders"

50 / 255 papers shown

Title
Road Network Representation Learning with the Third Law of Geography Haicang Zhou Weiming Huang Yile Chen Tiantian He Gao Cong Yew-Soon Ong 19 4 0 06 Jun 2024
GraphAlign: Pretraining One Graph Neural Network on Multiple Graphs via Feature Alignment Zhenyu Hou Haozhan Li Yukuo Cen Jie Tang Yuxiao Dong 23 6 0 05 Jun 2024
Cross-Domain Graph Data Scaling: A Showcase with Diffusion Models Wenzhuo Tang Haitao Mao Danial Dervovic Ivan Brugere Saumitra Mishra Yuying Xie Jiliang Tang 48 3 0 04 Jun 2024
Dual-perspective Cross Contrastive Learning in Graph Transformers Zelin Yao Chuang Liu Xueqi Ma Mukun Chen Jia Wu Xiantao Cai Bo Du Wenbin Hu 32 0 0 01 Jun 2024
TAGA: Text-Attributed Graph Self-Supervised Learning by Synergizing Graph and Text Mutual Transformations Zhengwu Zhang Yuntong Hu Bo Pan Chen Ling Liang Zhao 31 2 0 27 May 2024
Negative as Positive: Enhancing Out-of-distribution Generalization for Graph Contrastive Learning Zixu Wang Bingbing Xu Yige Yuan Huawei Shen Xueqi Cheng OODD 32 2 0 25 May 2024
HC-GAE: The Hierarchical Cluster-based Graph Auto-Encoder for Graph Representation Learning Zhuo Xu Lu Bai Lixin Cui Ming Li Yue Wang Edwin R. Hancock GNN 32 1 0 23 May 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
UniCorn: A Unified Contrastive Learning Approach for Multi-view Molecular Representation Learning Shikun Feng Yuyan Ni Minghao Li Yanwen Huang Zhiming Ma Wei-Ying Ma Yanyan Lan SSL 41 7 0 15 May 2024
Exploring Correlations of Self-Supervised Tasks for Graphs Taoran Fang Wei Zhou Yifei Sun Kaiqiao Han Lvbin Ma Yang Yang 25 7 0 07 May 2024
A Survey of Time Series Foundation Models: Generalizing Time Series Representation with Large Language Model Jiexia Ye Weiqi Zhang Ke Yi Yongzi Yu Ziyue Li Jia Li Fugee Tsung AI4TS AI4CE 43 23 0 03 May 2024
WEST GCN-LSTM: Weighted Stacked Spatio-Temporal Graph Neural Networks for Regional Traffic Forecasting Theodoros Theodoropoulos Angelos-Christos Maroudis Antonios Makris Konstantinos Tserpes AI4TS 16 0 0 01 May 2024
Parameter-Efficient Tuning Large Language Models for Graph Representation Learning Qi Zhu Da Zheng Xiang Song Shichang Zhang Bowen Jin Yizhou Sun George Karypis 33 1 0 28 Apr 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
Semantic Evolvement Enhanced Graph Autoencoder for Rumor Detection Xiang Tao Liang Wang Qiang Liu Shu Wu Liang Wang 19 7 0 24 Apr 2024
Delayed Bottlenecking: Alleviating Forgetting in Pre-trained Graph Neural Networks Zhe Zhao Pengkun Wang Xu Wang Haibin Wen Xiaolong Xie Zhengyang Zhou Qingfu Zhang Yang Wang AI4CE CLL 15 0 0 23 Apr 2024
Graph Machine Learning in the Era of Large Language Models (LLMs) Wenqi Fan Shijie Wang Jiani Huang Zhikai Chen Yu Song ... Haitao Mao Hui Liu Xiaorui Liu Dawei Yin Qing Li AI4CE 24 23 0 23 Apr 2024
Grasper: A Generalist Pursuer for Pursuit-Evasion Problems Pengdeng Li Shuxin Li Xinrun Wang Jakub Cerny Youzhi Zhang Stephen McAleer Hau Chan Bo An 27 1 0 19 Apr 2024
Physical formula enhanced multi-task learning for pharmacokinetics prediction Ruifeng Li Dongzhan Zhou Ancheng Shen Ao Zhang Mao Su ... Gang Chen Yin Zhang Shufei Zhang Yuqiang Li Wanli Ouyang 14 2 0 16 Apr 2024
Pathology-genomic fusion via biologically informed cross-modality graph learning for survival analysis Zeyu Zhang Yuanshen Zhao Jingxian Duan Yaou Liu Hairong Zheng Dong Liang Zhenyu Zhang Zhicheng Li AI4CE 16 0 0 11 Apr 2024
Zero-Shot Relational Learning for Multimodal Knowledge Graphs Rui Cai Shichao Pei Xiangliang Zhang 24 4 0 09 Apr 2024
Social-MAE: Social Masked Autoencoder for Multi-person Motion Representation Learning Mahsa Ehsanpour Ian Reid Hamid Rezatofighi ViT 32 0 0 08 Apr 2024
A Comprehensive Survey on Self-Supervised Learning for Recommendation Xubin Ren Wei Wei Lianghao Xia Chao Huang SSL 24 9 0 04 Apr 2024
Generative-Contrastive Heterogeneous Graph Neural Network Yu-Chiang Frank Wang Lei Sang Yi Zhang Yiwen Zhang X. Wu 44 0 0 03 Apr 2024
HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs Sunwoo Kim Shinhwan Kang Fanchen Bu Soo Yong Lee Jaemin Yoo Kijung Shin SSL 18 11 0 31 Mar 2024
Harnessing the Power of Large Language Model for Uncertainty Aware Graph Processing Zhenyu Qian Yiming Qian Yuting Song Fei Gao Hai Jin Chen Yu Xia Xie 35 0 0 31 Mar 2024
Variational Graph Auto-Encoder Based Inductive Learning Method for Semi-Supervised Classification Hanxuan Yang Zhaoxin Yu Qingchao Kong Wei Liu Wenji Mao SSL 21 0 0 26 Mar 2024
Exploring Task Unification in Graph Representation Learning via Generative Approach Yulan Hu Ouyang Sheng Zhirui Yang Ge Chen Junchen Wan Xiao Wang Yong Liu 21 2 0 21 Mar 2024
stMCDI: Masked Conditional Diffusion Model with Graph Neural Network for Spatial Transcriptomics Data Imputation Xiaoyu Li Wenwen Min Shunfang Wang Changmiao Wang Taosheng Xu MedIm 16 6 0 16 Mar 2024
Histo-Genomic Knowledge Distillation For Cancer Prognosis From Histopathology Whole Slide Images Zhikang Wang Yumeng Zhang Yingxue Xu S. Imoto Hao Chen Jiangning Song 21 6 0 15 Mar 2024
Joint-Embedding Masked Autoencoder for Self-supervised Learning of Dynamic Functional Connectivity from the Human Brain Jungwon Choi Hyungi Lee Byung-Hoon Kim Juho Lee 72 0 0 11 Mar 2024
Unsupervised Graph Neural Architecture Search with Disentangled Self-supervision Zeyang Zhang Xin Eric Wang Ziwei Zhang Guangyao Shen Shiqi Shen Wenwu Zhu 40 12 0 08 Mar 2024
Provable Filter for Real-world Graph Clustering Xuanting Xie Erlin Pan Zhao Kang Wenyu Chen Bingheng Li GNN 39 2 0 06 Mar 2024
Decoupling Weighing and Selecting for Integrating Multiple Graph Pre-training Tasks Tianyu Fan Lirong Wu Yufei Huang Haitao Lin Cheng Tan Zhangyang Gao Stan Z. Li 27 3 0 03 Mar 2024
Deep Learning for Cross-Domain Data Fusion in Urban Computing: Taxonomy, Advances, and Outlook Xingchen Zou Yibo Yan Xixuan Hao Yuehong Hu Haomin Wen ... Junbo Zhang Yong Li Tianrui Li Yu Zheng Yuxuan Liang HAI AI4TS 43 35 0 29 Feb 2024
LocalGCL: Local-aware Contrastive Learning for Graphs Haojun Jiang Jiawei Sun Jie Li Chentao Wu SSL 23 0 0 27 Feb 2024
Does Negative Sampling Matter? A Review with Insights into its Theory and Applications Zhen Yang Ming Ding Tinglin Huang Yukuo Cen Junshuai Song Bin Xu Yuxiao Dong Jie Tang 28 9 0 27 Feb 2024
Graph Learning with Distributional Edge Layouts Xinjian Zhao Chaolong Ying Tianshu Yu 23 0 0 26 Feb 2024
MAPE-PPI: Towards Effective and Efficient Protein-Protein Interaction Prediction via Microenvironment-Aware Protein Embedding Lirong Wu Yijun Tian Yufei Huang Siyuan Li Haitao Lin Nitesh V. Chawla Stan Z. Li 21 22 0 22 Feb 2024
Contextual Molecule Representation Learning from Chemical Reaction Knowledge Han Tang Shikun Feng Bicheng Lin Yuyan Ni Jingjing Liu Wei-Ying Ma Yanyan Lan 19 2 0 21 Feb 2024
Endowing Pre-trained Graph Models with Provable Fairness Zhongjian Zhang Mengmei Zhang Yue Yu Cheng Yang Jiawei Liu Chuan Shi 28 8 0 19 Feb 2024
ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs Yuhan Li Peisong Wang Zhixun Li Jeffrey Xu Yu Jia Li 19 38 0 17 Feb 2024
All in One and One for All: A Simple yet Effective Method towards Cross-domain Graph Pretraining Haihong Zhao Aochuan Chen Xiangguo Sun Hong Cheng Jia Li 33 33 0 15 Feb 2024
Graph Inference Acceleration by Learning MLPs on Graphs without Supervision Zehong Wang Zheyuan Zhang Chuxu Zhang Yanfang Ye 20 0 0 14 Feb 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
PreGIP: Watermarking the Pretraining of Graph Neural Networks for Deep Intellectual Property Protection Enyan Dai Min Lin Suhang Wang 24 2 0 06 Feb 2024
Masked Graph Autoencoder with Non-discrete Bandwidths Zi-qiang Zhao Yuhua Li Yixiong Zou Jiliang Tang Ruixuan Li 10 9 0 06 Feb 2024
A Graph is Worth $K$ Words: Euclideanizing Graph using Pure Transformer Zhangyang Gao Daize Dong Cheng Tan Jun-Xiong Xia Bozhen Hu Stan Z. Li 41 6 0 04 Feb 2024
Position: Graph Foundation Models are Already Here Haitao Mao Zhikai Chen Wenzhuo Tang Jianan Zhao Yao Ma Tong Zhao Neil Shah Mikhail Galkin Jiliang Tang AI4CE 46 25 0 03 Feb 2024
TEDDY: Trimming Edges with Degree-based Discrimination strategY Hyunjin Seo Jihun Yun Eunho Yang 11 1 0 02 Feb 2024