Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T04:42:47.875375Z
Paper Citation Record · LEDGER
As of 19 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2412.01163.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T04:42:47.875375Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
56 of 56 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 067628f5-ea2a-42ee-9900-df2888fd168d · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Deep gen- erative modelling: a comparative review of V AEs, GANs, normalizing flows, energy-based and autoregressive models,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2795815d-5517-4474-b0f3-b2b9e6fecf30 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Graph generators: state of the art and open challenges,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4f82c0b4-8ac4-4dd0-9722-082e4476e7f1 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Deep graph generators: a survey,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 395133fd-63a4-47e0-b7dd-2099e02f50f0 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space A systematic survey on deep generative models for graph generation,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b892d4e4-5a00-4041-989e-70675bee130b · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space A survey on deep graph generation: methods and applications,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation bf7e10e0-d04b-494a-9295-bfe3792b8e90 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Data augmentation for deep graph learning: a survey,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 89ecf537-205f-401f-bb0c-f231d0d0dccf · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Graph data augmentation for graph machine learning: a survey,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 30bb5286-75c8-4ea2-b30b-66702d622900 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Keygraph: automatic index- ing by co-occurrence graph based on building construction metaphor,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ab510a89-d6e8-4bc9-aa0a-12ab36351c3c · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Chance discoveries for making decisions in complex real world,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 014f97d5-1988-41e3-bf40-8ba2d8ed1ba9 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Unresolved cited work
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8f7333a9-b6db-4643-9c40-a30b4490dd5a · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Learning community embedding with community detection and node embedding on graphs,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 318a420d-c7d9-4a68-9c30-58467be43d63 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Deep clustering by Gaussian mixture variational autoencoders with graph embedding,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ddc65555-1892-493c-8d9e-9da93acbbc62 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Principled knowledge extrapolation with GANs,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f2d54340-cea1-41d1-a6b3-6ba291ef4e96 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Deep extrapolation for attribute-enhanced generation,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation dcea6ecb-47ef-43ba-a0ef-6215944bafb9 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space A theory of independent mechanisms for extrapolation in generative models,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f59ae57c-d137-443b-a3c6-2e7390c9e486 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Controllable and progressive image extrapolation,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ebabf6c7-bab9-48d8-acff-92e987cd0570 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space A deep generative approach to search extrapolation and recommendation,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation cbdf27d6-d56e-46a9-977c-2c83f1af81c0 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Half-Hop: a graph upsampling approach for slowing down message passing,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation bfbca477-5081-4597-8f84-3629ea062b0e · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Local augmentation for graph neural networks,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b56e31ce-4fb1-4101-b272-6c59aa003760 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space GMMDA: Gaussian mixture modeling of graph in latent space for graph data augmentation,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 563386ca-f596-46ad-84ac-4b017e46bb23 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Spectral augmentation for self-supervised learning on graphs,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e35b5aea-a3ef-4835-bbd8-8146a3d87ee7 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Graph self-supervised learning with accurate discrepancy learning,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 77b5a6cf-e9f2-4094-a52c-49aee6feebd6 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Out-Of-Distribution Generalization on Graphs: A Survey
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14514c76-a042-419e-a525-6fe17c09c459 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Causal- GAN: Learning causal implicit generative models with adversarial training,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e07a8b07-605e-4dfb-bb18-93d532bce306 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Counterfactual generative networks,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation dcb4f622-28f8-48e6-8a77-23812f5dde9f · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space CounteRGAN: Generating Realistic Counterfactuals with Residual Generative Adversarial Nets
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ee92bff-d6ef-4c08-8449-7e5e88f590d8 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space CausalV AE: disentangled representation learning via neural structural causal models,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation bf605eed-2538-4d7a-a0e0-8a3c3404a490 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space The counterfactual χ-GAN: finding comparable cohorts in observational health data,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7ccdad8a-f878-414f-840f-8aac456c6dc5 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Designing counterfactual generators using deep model inversion,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 783a0d10-2640-4236-ab01-070475d5858b · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Causal inference in statistics: An overview,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 554f69c0-933a-47ab-968d-18fc841a0cd9 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Unresolved cited work
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf2a83c9-06c9-4ea0-8071-e992a2bb92d3 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Deep learning on graphs: a survey,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation dc9472ef-184f-4ac5-b1be-5960b65f067a · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Variational Graph Auto-Encoders
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation de17e434-76fe-4f29-8044-d7aa9d1c81da · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Modeling by shortest data description,
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58bb1402-93ff-4980-96cd-707a811aacb6 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Yamanishi, Learning with the Minimum Description Length Princi- ple
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ce8d9351-4544-45cb-84e1-28059687b636 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Decomposed normalized maximum likelihood codelength criterion for selecting hierarchical latent variable models,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3abfec4e-a0d0-4f06-a8f8-398a8d6135ec · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space The decomposed normalized maximum likelihood code-length criterion for selecting hier- archical latent variable models,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 42fc6619-a9b3-4060-b2d8-6fcfca81a79e · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Graph summarization with latent variable probabilistic models,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c187be75-526c-4e44-8ee2-4df2d04caedd · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Detecting hierarchical changes in latent variable model,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5094ab2b-aa91-498f-bf0c-510db7cc8204 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Balancing summarization and change detection in graph streams,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 482240ee-b23b-42c7-a3c2-285f9898af31 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Rissanen, Optimal estimation of parameters
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation be419f16-0219-4a94-8572-158591a70ade · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space A linear-time algorithm for computing the multinomial stochastic complexity,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 84667bac-e4e1-4104-b485-5c2e16b8c234 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Approximating the Kullback Leibler divergence between Gaussian mixture models,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6283256e-d7e7-40da-bcbf-e2298b5901d6 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Lower and upper bounds for approximation of the Kullback-Leibler divergence between Gaussian mixture models,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 48847a0c-f69f-4fb2-b7e5-1f8ac32babf4 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Matrix exponentiated gradient updates for on-line learning and Bregman projection,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 82041022-4512-495d-925e-a0e52a742816 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Exponentiated gradient versus gradient descent for linear predictors,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c6ca03e3-1cea-4f01-94f5-0cbfb82d66d5 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space SPECTRE: spectral conditioning helps to overcome the expressivity limits of one- shot graph generators,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e3e3170a-fdd6-43b7-82c0-b1674ae25f56 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Graph generation with diffusion mixture,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f156db60-2b7f-4c00-85d5-6627a26a8e79 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Estimation and prediction for stochastic blockmodels for graphs with latent block structure,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 45680154-fd83-485c-9c26-43eeb307a472 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Score-based generative modeling of graphs via the system of stochastic differential equations,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3b5233ba-3e7d-4916-9ef0-070d8eac83a8 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Digress: discrete denoising diffusion for graph generation,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8da239d9-080d-4291-8bda-3e58b3263096 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Denoising diffusion probabilistic models,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e81c335b-8a1d-4730-957d-0b9e12aa616b · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Visualizing data using t-sne,
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a4a71feb-d41f-4779-82af-2e1cec1fc5d1 · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Graphrnn: generating realistic graphs with deep auto-regressive models,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c0981538-538b-48b6-a80e-e4099a4f99bc · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Efficient and degree-guided graph generation via discrete diffusion modeling,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 61b26fa6-44da-49a7-b9fe-f5cb9c8599ad · outbound
Graph Community Augmentation with GMM-based Modeling in Latent Space Diffusing gaussian mixtures for generating categorical data,
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
No inbound Pith citation observations are available.