Paper Citation Record · LEDGER

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning

As of 13 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2411.09072.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2411.09072 v2

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T21:11:07.432952Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

34 of 34 outbound references displayed

verified exact4
verified fuzzy17
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 01ab4e54-b4b9-4cf1-a953-9460a9d8eb50 · outbound

This paper cites Hierarchical scene normality-binding modeling for anomaly detection in surveillance videos,.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning Hierarchical scene normality-binding modeling for anomaly detection in surveillance videos,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:11:08.266406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 24942696-a0de-4000-9942-3cc0eff9d77e · outbound

This paper cites Convolutional transformer based dual discriminator generative adversarial networks for video anomaly detection,.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning Convolutional transformer based dual discriminator generative adversarial networks for video anomaly detection,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:11:08.251296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8e22d573-65ed-4522-8a73-09ec80e3310a · outbound

This paper cites Soft computing techniques-based digital video forensics for fraud medical anomaly detec- tion,.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning Soft computing techniques-based digital video forensics for fraud medical anomaly detec- tion,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:11:08.235693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9af80c35-842d-4f76-830f-0b9837cdda87 · outbound

This paper cites A real time crime scene intelligent video surveillance systems in violence detection framework using deep learning techniques,.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning A real time crime scene intelligent video surveillance systems in violence detection framework using deep learning techniques,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:11:08.218262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 346852fc-6be0-40e2-8bac-cd1679221cf2 · outbound

This paper cites An iot enable anomaly detection system for smart city surveillance,.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning An iot enable anomaly detection system for smart city surveillance,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:11:08.202642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 218bfac8-5d8f-49ca-8555-fb3e8c456289 · outbound

This paper cites A Survey on Deep Learning Techniques for Video Anomaly Detection.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning A Survey on Deep Learning Techniques for Video Anomaly Detection

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T21:11:07.282239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8425bce-3896-4179-8edd-4ec169d1303f · outbound

This paper cites Real-world anomaly detection in surveillance videos,.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning Real-world anomaly detection in surveillance videos,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:11:08.181230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation aa4f782a-85ac-422e-849e-e9850d9533cc · outbound

This paper cites Not only look, but also listen: Learning multimodal violence detection under weak supervision,.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning Not only look, but also listen: Learning multimodal violence detection under weak supervision,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:11:08.161621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 89f30da8-070a-464c-9f10-5c9544c96ef3 · outbound

This paper cites Future frame prediction for anomaly detection – a new baseline,.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning Future frame prediction for anomaly detection – a new baseline,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:11:08.145031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1e64a37b-8953-4e1e-a4e3-57c9fbdd2306 · outbound

This paper cites Scale-aware spatio-temporal relation learning for video anomaly detection,.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning Scale-aware spatio-temporal relation learning for video anomaly detection,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:11:08.125247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 48486a8e-86d9-4406-a49b-bb951a534e22 · outbound

This paper cites Real-world anomaly detection in surveillance videos,.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning Real-world anomaly detection in surveillance videos,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T21:11:07.310225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4add6a4-616d-43c7-bcdd-4569c349dbee · outbound

This paper cites Weakly-supervised video anomaly detection with robust temporal feature magnitude learning,.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning Weakly-supervised video anomaly detection with robust temporal feature magnitude learning,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:11:08.095326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0ef81ac4-f4cc-4a62-99ae-b8eb613fe5ec · outbound

This paper cites Learning causal temporal relation and feature discrim- ination for anomaly detection,.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning Learning causal temporal relation and feature discrim- ination for anomaly detection,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:11:08.077743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 35e68d58-af36-475f-ba9c-b3ed7cdf41af · outbound

This paper cites Delving into CLIP latent space for Video Anomaly Recognition.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning Delving into CLIP latent space for Video Anomaly Recognition

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-12T21:11:07.809301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 81e2a512-196e-4600-a665-c0950d159d2d · outbound

This paper cites BatchNorm-based Weakly Supervised Video Anomaly Detection.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning BatchNorm-based Weakly Supervised Video Anomaly Detection

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T21:11:07.329613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28a67616-c553-4d15-b7a1-607a4505feba · outbound

This paper cites MissionGNN: Hierarchical Multimodal GNN-based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning MissionGNN: Hierarchical Multimodal GNN-based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T21:11:07.334422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94aab8e3-d2eb-4743-97b1-3a584df8f27a · outbound

This paper cites PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly Detection and Natural Language Interpretation.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly Detection and Natural Language Interpretation

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-12T21:11:07.706770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9be1029c-8163-478b-a9ac-9d579337fe40 · outbound

This paper cites GPT-4 Technical Report.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning GPT-4 Technical Report

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T21:11:07.344515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6bb1be0-d62d-4dbb-a11b-2d118a41a77d · outbound

This paper cites Autolabel: Clip-based framework for open-set video domain adaptation,.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning Autolabel: Clip-based framework for open-set video domain adaptation,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:11:08.057294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 172f0ad3-0f21-4864-8aba-0102411d8272 · outbound

This paper cites TaskCLIP: Extend Large Vision-Language Model for Task Oriented Object Detection.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning TaskCLIP: Extend Large Vision-Language Model for Task Oriented Object Detection

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T21:11:07.355024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed8b3608-7fe0-4662-8ff6-435354978716 · outbound

This paper cites Expanding Event Modality Applications through a Robust CLIP-Based Encoder.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning Expanding Event Modality Applications through a Robust CLIP-Based Encoder

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-12T21:11:07.578297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4a318dc3-039e-4bd3-a1fa-0c5e9877ca14 · outbound

This paper cites The emergence of edge computing,.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning The emergence of edge computing,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T21:11:07.364487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fffe31d-5c4b-428d-a404-dbabd891c5bb · outbound

This paper cites Edge computing: Vision and challenges,.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning Edge computing: Vision and challenges,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T21:11:07.368833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccbb98d6-95fc-446d-887e-69f4cad5e711 · outbound

This paper cites Hypersense: Hyperdi- mensional intelligent sensing for energy-efficient sparse data processing,.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning Hypersense: Hyperdi- mensional intelligent sensing for energy-efficient sparse data processing,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:11:07.999968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 85ceaac9-8eb3-43eb-9971-facceb25842c · outbound

This paper cites Exploiting Boosting in Hyperdimensional Computing for Enhanced Reliability in Healthcare.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning Exploiting Boosting in Hyperdimensional Computing for Enhanced Reliability in Healthcare

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-12T21:11:07.542097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 98a0465d-e2fb-4484-9b79-187c78659a20 · outbound

This paper cites Edge intelligence for mission cognitive wireless emergency networks,.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning Edge intelligence for mission cognitive wireless emergency networks,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-12T21:11:07.387282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63df96f7-8bba-46ad-b181-cdc7a9edbcd4 · outbound

This paper cites Smart video surveillance system based on edge computing,.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning Smart video surveillance system based on edge computing,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:11:07.954284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1f212941-f43a-4141-a382-b8493f1f46a1 · outbound

This paper cites HDReason: Algorithm-Hardware Codesign for Hyperdimensional Knowledge Graph Reasoning.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning HDReason: Algorithm-Hardware Codesign for Hyperdimensional Knowledge Graph Reasoning

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-12T21:11:07.401214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2df6a0b2-c699-4c40-ae81-fc4c609576c7 · outbound

This paper cites Reliable hyperdimensional reasoning on unreliable emerging technologies,.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning Reliable hyperdimensional reasoning on unreliable emerging technologies,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:11:07.929069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6fde4028-6a63-4396-a07b-5f5fa798d70c · outbound

This paper cites Learning to prompt for vision- language models,.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning Learning to prompt for vision- language models,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-12T21:11:07.411706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f874a40-65a9-47da-8f2b-d1d33903ddd0 · outbound

This paper cites Imagebind: One embedding space to bind them all,.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning Imagebind: One embedding space to bind them all,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:11:07.896652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 20965bbc-57f6-4733-a785-5418203c37cc · outbound

This paper cites Learning transferable visual models from natural language supervision,.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning Learning transferable visual models from natural language supervision,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:11:07.877925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ac475205-8c9c-41a8-bc3d-eedfe7f6c9e6 · outbound

This paper cites Neural machine translation of rare words with subword units,.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning Neural machine translation of rare words with subword units,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T21:11:07.426890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2025199-171a-485a-ad36-dfcd4d695243 · outbound

This paper cites Decoupled Weight Decay Regularization.

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning Decoupled Weight Decay Regularization

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-12T21:11:07.432952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.