SeeGera: Self-supervised Semi-implicit Graph Variational Auto-encoders
with Masking

SeeGera: Self-supervised Semi-implicit Graph Variational Auto-encoders with Masking

29 January 2023

Xiang Li

Dongsheng Li

Papers citing "SeeGera: Self-supervised Semi-implicit Graph Variational Auto-encoders with Masking"

18 / 18 papers shown

Title
Hierarchical Vector Quantized Graph Autoencoder with Annealing-Based Code Selection Long Zeng Jianxiang Yu Jiapeng Zhu Qingsong Zhong Xiang Li 29 0 0 17 Apr 2025
CIMAGE: Exploiting the Conditional Independence in Masked Graph Auto-encoders Jongwon Park Heesoo Jung Hogun Park 49 1 0 10 Mar 2025
Context-Enhanced Multi-View Trajectory Representation Learning: Bridging the Gap through Self-Supervised Models Tangwen Qian Junhe Li Yile Chen Gao Cong Tao Sun Fei Wang Y. Xu AI4TS 33 3 0 17 Oct 2024
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 39 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 38 0 0 24 Aug 2024
Preserving Node Distinctness in Graph Autoencoders via Similarity Distillation Ge Chen Yulan Hu Sheng Ouyang Yong Liu Cuicui Luo 33 0 0 25 Jun 2024
Exploring Correlations of Self-Supervised Tasks for Graphs Taoran Fang Wei Zhou Yifei Sun Kaiqiao Han Lvbin Ma Yang Yang 35 7 0 07 May 2024
Semantic Evolvement Enhanced Graph Autoencoder for Rumor Detection Xiang Tao Liang Wang Qiang Liu Shu Wu Liang Wang 23 7 0 24 Apr 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
Rethinking Graph Masked Autoencoders through Alignment and Uniformity Liang Wang Xiang Tao Qiang Liu Shu Wu Liang Wang 34 14 0 11 Feb 2024
Masked Graph Autoencoder with Non-discrete Bandwidths Zi-qiang Zhao Yuhua Li Yixiong Zou Jiliang Tang Ruixuan Li 19 10 0 06 Feb 2024
PSP: Pre-Training and Structure Prompt Tuning for Graph Neural Networks Qingqing Ge Zeyuan Zhao Yiding Liu Anfeng Cheng Xiang Li Shuaiqiang Wang Dawei Yin 21 6 0 26 Oct 2023
Generative and Contrastive Paradigms Are Complementary for Graph Self-Supervised Learning Yuxiang Wang Xiao Yan Chuang Hu Fangcheng Fu Wentao Zhang Hao Wang Shuo Shang Jiawei Jiang SSL 37 6 0 24 Oct 2023
Graph Ranking Contrastive Learning: A Extremely Simple yet Efficient Method Yulan Hu Ouyang Sheng Jingyu Liu Ge Chen Zhirui Yang Junchen Wan Fuzheng Zhang Zhongyuan Wang Yong Liu 26 0 0 23 Oct 2023
RARE: Robust Masked Graph Autoencoder Wenxuan Tu Qing Liao Sihang Zhou Xin Peng Chuan Ma Zhe Liu Xinwang Liu Zhiping Cai 29 12 0 04 Apr 2023
Calibrating and Improving Graph Contrastive Learning Kaili Ma Haochen Yang Han Yang Yongqiang Chen James Cheng 35 6 0 27 Jan 2021
Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation Jiaxuan You Bowen Liu Rex Ying Vijay S. Pande J. Leskovec GNN 200 885 0 07 Jun 2018