Methods › Graphs › Graph Embeddings › VGAE

Variational Graph Auto Encoder

VGAE

23 papers tagged archive 2025-07-28

Introduced by Thomas N. Kipf et al. in Variational Graph Auto-Encoders

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

The archive carries no description for this method.

Papers archive 2025-07-28

23 shown of 23, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

• To Share or Not to Share: Investigating Weight Sharing in Variational Graph Autoencoders
  23 Feb 2025 · 1 repository · arXiv:2502.16724
• Deep Generative Models for Subgraph Prediction
  7 Aug 2024 · 1 repository · arXiv:2408.04053
• Leverage Variational Graph Representation For Model Poisoning on Federated Learning
  23 Apr 2024 · 1 repository · arXiv:2404.15042
• Variational Graph Auto-Encoder Based Inductive Learning Method for Semi-Supervised Classification
  26 Mar 2024 · 0 repositories · arXiv:2403.17500
• CADGL: Context-Aware Deep Graph Learning for Predicting Drug-Drug Interactions
  25 Mar 2024 · 0 repositories · arXiv:2403.17210
• Isomorphic-Consistent Variational Graph Auto-Encoders for Multi-Level Graph Representation Learning
  9 Dec 2023 · 0 repositories · arXiv:2312.05519
• Concept-free Causal Disentanglement with Variational Graph Auto-Encoder
  17 Nov 2023 · 1 repository · arXiv:2311.10638
• VIGraph: Generative Self-supervised Learning for Class-Imbalanced Node Classification
  2 Nov 2023 · 0 repositories · arXiv:2311.01191
• NVDiff: Graph Generation through the Diffusion of Node Vectors
  19 Nov 2022 · 0 repositories · arXiv:2211.10794
• New Frontiers in Graph Autoencoders: Joint Community Detection and Link Prediction
  16 Nov 2022 · 1 repository · arXiv:2211.08972
• Representation Learning of Knowledge Graph for Wireless Communication Networks
  22 Aug 2022 · 0 repositories · arXiv:2208.10496
• Contributions to Representation Learning with Graph Autoencoders and Applications to Music Recommendation
  29 May 2022 · 0 repositories · arXiv:2205.14651
• Modularity-Aware Graph Autoencoders for Joint Community Detection and Link Prediction
  2 Feb 2022 · 1 repository · arXiv:2202.00961
• Efficient Variational Graph Autoencoders for Unsupervised Cross-domain Prerequisite Chains
  17 Sep 2021 · 0 repositories · arXiv:2109.08722
• Graph2MDA: a multi-modal variational graph embedding model for predicting microbe-drug associations
  14 Aug 2021 · 1 repository · arXiv:2108.06338
• On Generalization of Graph Autoencoders with Adversarial Training
  6 Jul 2021 · 1 repository · arXiv:2107.02658
• Inductive Topic Variational Graph Auto-Encoder for Text Classification
  1 Jun 2021 · 0 repositories
• Epitomic Variational Graph Autoencoder
  3 Apr 2020 · 1 repository · arXiv:2004.01468
  Syntology ran 0 of 2 samples · 2 unverified
• Decoupling feature propagation from the design of graph auto-encoders
  18 Oct 2019 · 0 repositories · arXiv:1910.08589
• Semi-Implicit Graph Variational Auto-Encoders
  19 Aug 2019 · 1 repository · arXiv:1908.07078
  Syntology ran 5 of 6 samples · 1 unverified · 6 pointer-only (licence)
• Towards Probabilistic Generative Models Harnessing Graph Neural Networks for Disease-Gene Prediction
  12 Jul 2019 · 0 repositories · arXiv:1907.05628
• Network Representation Learning: Consolidation and Renewed Bearing
  2 May 2019 · 1 repository · arXiv:1905.00987
• Variational Graph Auto-Encoders
  21 Nov 2016 · 22 repositories · arXiv:1611.07308
  Syntology ran 7 of 13 samples · 6 unverified

Tasks archive 2025-07-28

20 shown of 38 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Usage over time archive 2025-07-28

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

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