Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T14:05:44.837959Z
Paper Citation Record · LEDGER
SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks
As of 16 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:1908.03849.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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
Reference resolution
24 of 24 outbound references displayed
- verified exact0
- verified fuzzy22
- unresolved2
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 042e6842-dfd4-4e48-ac0b-525fddaf0342 · outbound
This paper cites Variational autoencoder based anomaly detection using reconstruction probability.
SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks Variational autoencoder based anomaly detection using reconstruction probability
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:05:45.154254Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ca8e4f00-3568-4728-955d-4ee419f9efce · outbound
This paper cites Lof: identifying density-based local outliers.
SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks Lof: identifying density-based local outliers
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:05:45.143171Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 33505f42-5a59-45fb-8912-000f7dd5d594 · outbound
This paper cites Outlier detection with autoencoder ensembles.
SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks Outlier detection with autoencoder ensembles
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:05:45.131995Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7e55cc21-558b-4201-9a75-3a331ccf204b · outbound
This paper cites Convolutional neural networks on graphs with fast localized spectral filtering.
SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks Convolutional neural networks on graphs with fast localized spectral filtering
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:05:45.119548Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0cc38278-a5f9-46d1-b931-82b1da806e82 · outbound
This paper cites Outlier detection using replicator neural networks.
SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks Outlier detection using replicator neural networks
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:05:45.108002Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5144c8df-54dc-455c-b6a6-cf5760687fad · outbound
This paper cites Graph recurrent networks with attributed random walks.
SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks Graph recurrent networks with attributed random walks
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:05:45.095732Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0b276f0a-0c40-4c81-8887-d4753f21def3 · outbound
This paper cites Semi-supervised classification with graph convolutional networks.
SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks Semi-supervised classification with graph convolutional networks
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:05:45.083695Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 035552e1-f982-4535-875d-3961188059ed · outbound
This paper cites Radar: Residual analysis for anomaly detection in attributed networks.
SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks Radar: Residual analysis for anomaly detection in attributed networks
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:05:45.071799Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2c19e973-fc50-4aa8-b213-a1c1a9751a9c · outbound
This paper cites Deeper insights into graph convolutional networks for semi-supervised learning.
SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks Deeper insights into graph convolutional networks for semi-supervised learning
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:05:45.059868Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 94b7433f-96b6-4974-88d3-a45bd8534b0e · outbound
This paper cites Deep structured cross-modal anomaly detection.
SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks Deep structured cross-modal anomaly detection
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:05:45.048490Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a23a073f-5d07-4db8-8043-ceefc4e0a746 · outbound
This paper cites Accelerated local anomaly detection via resolving attributed networks.
SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks Accelerated local anomaly detection via resolving attributed networks
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:05:45.037496Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1b0783af-4fb1-4a5f-994b-04077024bf82 · outbound
This paper cites Is a Single Vector Enough? Exploring Node Polysemy for Network Embedding.
SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks Is a Single Vector Enough? Exploring Node Polysemy for Network Embedding
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T14:05:44.791003Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8fa641d2-ccd2-448e-bd80-7ebb642b2766 · outbound
This paper cites Optimized laplacian image sharpening algorithm based on graphic processing unit.
SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks Optimized laplacian image sharpening algorithm based on graphic processing unit
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:05:45.025914Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 01e7d51a-d9f1-472c-82a5-3069e1802c6b · outbound
This paper cites Birds of a feather: Homophily in social networks.
SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks Birds of a feather: Homophily in social networks
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:05:45.014295Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 47ced642-e0d2-4eb8-bc90-2fa18801bdf0 · outbound
This paper cites Focused clustering and outlier detection in large attributed graphs.
SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks Focused clustering and outlier detection in large attributed graphs
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:05:45.003587Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ef5f92a6-6464-457b-a3e4-de35f1cc50c7 · outbound
This paper cites o rnitz, Lucas Deecke, Shoaib Ahmed Siddiqui, Robert Vandermeulen, Alexander Binder, Emmanuel M \.
SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks o rnitz, Lucas Deecke, Shoaib Ahmed Siddiqui, Robert Vandermeulen, Alexander Binder, Emmanuel M \
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:05:44.990518Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 24a57f15-9c93-490e-9853-ce4fafbabd1f · outbound
This paper cites Anomaly detection using autoencoders with nonlinear dimensionality reduction.
SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks Anomaly detection using autoencoders with nonlinear dimensionality reduction
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:05:44.977747Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 493db3b4-6c2b-4680-8592-70136a7b7c15 · outbound
This paper cites Support vector method for novelty detection.
SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks Support vector method for novelty detection
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:05:44.965204Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 45603a31-ff92-4f30-9603-7e0ef8ab4807 · outbound
This paper cites Detecting anomalies in graphs.
SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks Detecting anomalies in graphs
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:05:44.951972Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f619ae0c-5da5-4857-bc18-53d26f667f57 · outbound
This paper cites Conditional anomaly detection.
SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks Conditional anomaly detection
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:05:44.939542Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ef50a5c4-f3a9-4fb7-acad-e22e812bf1e7 · outbound
This paper cites Deepmem: Learning graph neural network models for fast and robust memory forensic analysis.
SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks Deepmem: Learning graph neural network models for fast and robust memory forensic analysis
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:05:44.926791Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 52d60d6d-ef07-4a31-bda6-9390c894673a · outbound
This paper cites Netwalk: A flexible deep embedding approach for anomaly detection in dynamic networks.
SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks Netwalk: A flexible deep embedding approach for anomaly detection in dynamic networks
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:05:44.913444Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1a8bb866-55ee-426a-b363-7bde4e35ad46 · outbound
This paper cites Deep autoencoding gaussian mixture model for unsupervised anomaly detection.
SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks Deep autoencoding gaussian mixture model for unsupervised anomaly detection
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:05:44.898888Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 73678472-4b9a-4c1c-9298-99b82efd0e9d · outbound
This paper cites write newline.
SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks write newline
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T14:05:44.837959Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.