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Paper Citation Record · LEDGER

How to Use Graph Data in the Wild to Help Graph Anomaly Detection?

As of 8 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 0 inbound Pith citation observations for arXiv:2506.04190.

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

pith.paper-citation-record.v1
2506.04190 v1

Coverage vector

measured 63 of 63 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:55:09.695142Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

63 of 63 outbound references displayed

  • verified exact3
  • verified fuzzy4
  • unresolved56
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cef1752a-8888-42a0-ab07-2a7f48b196dc · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:11.970918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 52d7a971-eba9-4952-915b-e399b182dae0 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:11.931951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 8189ed5e-f618-482b-a7a1-f3ef0cebfa7b · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:11.908195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.097043Z digest=sha256:a587966bf5f4e5d3bcdf65980851ac3af7b5638c62736781b50b84e3a727c50c

Observation d2e7d799-593b-45eb-ba94-ef34e543a362 · outbound

This paper cites Deep Nearest Neighbor Anomaly Detection.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Deep Nearest Neighbor Anomaly Detection

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T10:55:09.104889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:55:09.104889Z digest=sha256:bf8f58ba966458dd621c112449045e430a6bd626bea0220a45eef23ece0b4a06

Observation bd9b1356-78f8-4c2b-bbff-31d526bf18d5 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:11.874402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation fa529a92-0e98-4f6a-9ed5-af8be391ab42 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:11.848737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.118007Z digest=sha256:049edc349750dd3b292b91eb5dfcbbb1047a9f8980c7a1c084db6f19dde310c3

Observation 1ff4c631-ad93-495a-98b1-33ad4d094e45 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:11.823157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.131706Z digest=sha256:c9644cc8ee4c78f948ebf0542c9de34037ce3e395f93099f5004691c2764d129

Observation 77d6df50-77c5-4b19-a7b8-b4985ff134f7 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:11.799478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.139434Z digest=sha256:d33754a2a61361f1976cf1d1b416a529582b71cd307e4e4f5e51690c84eb52dc

Observation c4ad1e5e-e754-4df7-9dd9-c1fbd5fc9c03 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:11.768805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.145511Z digest=sha256:6ed9d17889357623f0ee8ad85f22224fa0ed10348fae39f9b185640d72888ddb

Observation 6cffa7b9-b14a-473e-8e0c-ac51bbe6ec14 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:11.739798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.156160Z digest=sha256:589089ef3533e6af1be8962f3899efda621f5039e14de8112c7805952c14372f

Observation 88915cee-e29a-49f3-a9c7-04fa73acfd49 · outbound

This paper cites Realistic Synthetic Social Networks with Graph Neural Networks.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Realistic Synthetic Social Networks with Graph Neural Networks

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-08-07T10:55:10.216117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 833c35e7-da0b-4cc1-9399-942ddb58a41c · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:11.710941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.174621Z digest=sha256:1b9fbf8ed078d561e3439a7faae1e5eb68c1cab56eb3e7d18c3f63e26103e68b

Observation 46f84289-7019-496d-93dc-7cc7223b0182 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:11.684060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 2d2f8220-655c-4ac6-9b3f-c400f70adc98 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:11.664275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.194324Z digest=sha256:415c3b3f01bde1fb23d182910d2294d1e2f7d467d43f8bdec45c456eddf7fa88

Observation 0b921d86-1336-4405-be7c-3db58ac1bb59 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:11.639000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.204775Z digest=sha256:cb59213e9b294b22deb3e3e2c77546ecab850609e0cb63ae762fe63961108fbd

Observation cf6ea1de-555c-44c3-a911-adbfb008ebb2 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:11.619844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.210406Z digest=sha256:479975a4b47192bd6a0aac0a6dd4480ad0253c1a0a8bbd13c64fe21755bac332

Observation 897e2763-e93f-4ea4-8f96-57bd13ba2149 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:11.598440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.217466Z digest=sha256:75edfe75b9270e3fad91c3a981e906b7b815d1f5887e66acff8c1ea97fa009a6

Observation 9d5c14f9-c8a5-4057-89c8-96f301aee82c · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:11.576569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.223649Z digest=sha256:9f919b5eca852b51a4e3275bc262a09ad43bc8b3bf8f99c2c47a48751d93569e

Observation 45cf8281-7168-484b-9216-99458872ee2a · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:11.543084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.238468Z digest=sha256:706e973b78570dfdb36211fb790b9af5a3a2a9f32b339a39bf9ad2be892e24ea

Observation 5444916d-3eff-4120-aab1-8fd39135dd59 · outbound

This paper cites GraphCL: Contrastive Self-Supervised Learning of Graph Representations.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? GraphCL: Contrastive Self-Supervised Learning of Graph Representations

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T10:55:09.246509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:55:09.246509Z digest=sha256:2fe6723719b70c4efc89f8777a42265a1ae6dd946ac0361cd60adc1cb3d695b6

Observation 4db98912-214e-4208-bc41-71c58caca7ee · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:11.519385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.253519Z digest=sha256:29053f6002dfb7a6b521145c3cb11331cec97e63f13fbdeee1ab58f51d187088

Observation e3a0e368-6da4-495a-bf1a-732137f38654 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:11.492878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.269237Z digest=sha256:ec78d2adb7cb99db77014c804c38c8d3b7efa54ab77c89f7e02dc9b6e0974868

Observation 2719e530-9c8e-424c-bac9-6a44765497e0 · outbound

This paper cites Deep Anomaly Detection with Outlier Exposure.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Deep Anomaly Detection with Outlier Exposure

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T10:55:09.278715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:55:09.278715Z digest=sha256:7f25ff32db5959240ec22a1feb865e8e91d70c1f3ac39f7876956796768a02c2

Observation 45e0e4ec-1c4b-4da7-a9d2-bc19b345ded8 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:11.466472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation b162b268-3ab6-43af-89f7-c60cb2662236 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:11.437712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation cee4bac5-d7b3-49f6-bd3c-257a469d7f54 · outbound

This paper cites Variational Graph Auto-Encoders.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Variational Graph Auto-Encoders

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T10:55:09.318507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:55:09.318507Z digest=sha256:f00806b0fc3f4929abc4716db0d4926be780ee86eb2bb9464849eb5433d7abbf

Observation 7d62e567-ded8-4416-83bc-aed47fd66691 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:11.408865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation c705b694-ec18-4b2c-a2f0-2a0107126adf · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:11.385454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation b98bdfa0-bf15-48ff-ac2e-adef180052c0 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:11.362862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation f8b6e438-3df0-4363-b516-292341cc66a6 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:11.328405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation c854b00f-c3e5-4d60-b6b7-2b458a624d13 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T10:55:09.382295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:55:09.382295Z digest=sha256:da0b62db6e02e287911b1bcffd3e2a17229c54d761448f4c8c869e5dadb31b3a

Observation a7af6eca-5307-4ce8-98d8-6cc68ff02796 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:11.192200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation c577f611-20e8-4739-acbf-77bc6f1b2db3 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:11.167215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.403957Z digest=sha256:80f0cb9d8d77a8bfc7ec3a21921e9744d167ce9073b47b3c5467a0e7bb8d6263

Observation 655ccb3f-f168-43eb-b7fd-95aa3cd6e611 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:11.139647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.414992Z digest=sha256:e44603c9cd75276fe84b4e839643176996b6dc2f4f661b5bb1926994fc6b9ed8

Observation f60e69b2-858f-488a-8c58-b1bd70179586 · outbound

This paper cites A critical look at the evaluation of GNNs under heterophily: Are we really making progress?.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? A critical look at the evaluation of GNNs under heterophily: Are we really making progress?

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T10:55:09.421093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:55:09.421093Z digest=sha256:8bc28c56de51fcfd8a1872c3912936aa7cd961b037cd7efda95ac5d6f4eafc80

Observation 6e89d93e-9dd4-4203-b777-af0dc4c304b4 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:11.095750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.428057Z digest=sha256:99e0eaf4b8f47fe32b1ce73af5a70986db444821e5ff7a5aedd605ab33d43a8c

Observation d50b390f-d1c4-4388-b70a-5a7e58ad4b34 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:11.056890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.437635Z digest=sha256:9de2e051f7b858b0e0167fbcfc0bf335077e8b32aa811ffc21e895fec8aed87a

Observation 7a80a770-6f51-4445-ac9a-b1f1cb0cd9d5 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:11.015423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.448691Z digest=sha256:5ec39d41c171cb48853effdf92f4d3bf57b65883fb3de680b006deaff9b88775

Observation 4d63054f-6f7f-4f11-8d56-9826a3829eb3 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:10.986606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.457170Z digest=sha256:c2752ffd4d5e379cc25b75533e28ba9f376192a7275b1b69df0001cd9e496440

Observation 159e6711-fb30-4832-be29-70cefe602234 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:10.954132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.464275Z digest=sha256:d1ff42f0bce2aa1021d2e6f3ad4e34cf795eab3d3ab74b7d88b882c27d18b295

Observation 1dd823ce-7916-41e9-afe8-e7a4d82083e7 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:10.922653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.476542Z digest=sha256:cd820f19e9334e3fa6072628647ad562e010de05947d69775e17c17a3df0c370

Observation e432f9aa-e3a7-49a4-a6b7-2467b555da4f · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:10.898814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.488042Z digest=sha256:3de3aa7c61b233f891a03a4be2428c483d96228d2c4ba86aa6dc92adc7574b71

Observation 1e5702aa-39b7-4b06-aae4-1a0096ab8ef7 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:10.868919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.504651Z digest=sha256:7ed9869cc7033de337fae99afe2c292987cd7c53195f20baf9052eed3a573c0e

Observation 0a434b4b-7268-4ab0-9896-d8dd6f984f59 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:10.827387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.517163Z digest=sha256:d91db9a37b834dd04521331adecf1baa72760dad8579ad1c43427c14aeef8675

Observation 356f70e9-353a-4e55-beff-aa32a80dab91 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:10.798628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.525902Z digest=sha256:ea77e51c04bbcbd6419ff26a77046aee49e4233dce5172a77ed49d1a6d0f2849

Observation 93377ca9-c455-409d-9d60-73b355d32a99 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:10.768271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.532650Z digest=sha256:192348f4eb9bcfdb0e0a4a09777cc6b499698b9b66b9ee2b696f8e956d0f0cc5

Observation 7460d220-f7e3-4675-be40-873f2bad7742 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:10.738098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.538498Z digest=sha256:904d3aa2226ad086280232770becbc8f738ba0bc676197c1f3e4ebc0166e2492

Observation f988a579-c58c-42a0-8a03-f46b9ab9aa94 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:10.674345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.557942Z digest=sha256:026a288f8141792e5ae1d8ec9507563493cc317e0f1dc411a0da1cc4c0600262

Observation 95525ad4-965c-4004-b0c3-be8412f05878 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:10.643846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.565349Z digest=sha256:e9ec5ec3d37ff98f6054d8d5dfb6e59ab8061fd115cbd662ec4ede9a6193894c

Observation b7a927dd-35e1-427d-ab8e-19313a813852 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:10.700470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.548091Z digest=sha256:e318d6af454974c51e6f9c773f3e585e921616494ae9b3a0e9fdbddc84dfb815

Observation b60d3597-6265-4b66-846e-b2c93aad1b2d · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:10.572127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.597662Z digest=sha256:95b693c7b97e2f4d2c087a946701d94109172fe3250c60025c35455c51df36e9

Observation 889fe85a-f869-4f90-b0d3-ffbb56f78a51 · outbound

This paper cites MetaGAD: Meta Representation Adaptation for Few-Shot Graph Anomaly Detection.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? MetaGAD: Meta Representation Adaptation for Few-Shot Graph Anomaly Detection

Reference 52

Resolution
verified exact
local_arxiv, observed 2026-08-07T10:55:09.924858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.609664Z digest=sha256:3b818b39a2ccd07d61253c4371b948d0f6adb75c2a3b01d31b19bae40ec6c4e9

Observation 79fe6d49-bac9-4ca5-ac41-3670f3348e39 · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:10.613222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.576680Z digest=sha256:ba1f26a55d4d559e7997003b0db8de4047b130aef8097144b75185e55b07564e

Observation 61da41e0-3b51-417a-9e05-d3116cc3b55a · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:10.481717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.627125Z digest=sha256:c720dc77d639b3133d11df3ae640ff7c92625c8b7351fe6f0bb64e733f134f6f

Observation 142dc9a4-e494-48b7-97a2-2c42cbf1bfa4 · outbound

This paper cites Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-07T10:55:09.635177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:55:09.635177Z digest=sha256:42f7bd2d9b33d6bcbc658d9c0f6b006a87d9d9688e09b1d108e313a9545dac99

Observation cccc3724-2a8e-4b21-81f0-8470e32b8fdb · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:10.535624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.620599Z digest=sha256:9a3668f76e4bef2d0e920cec66e32a6771bad4693fed286a2bc653b3a0cd6514

Observation c02445bd-727e-44d9-b906-c85093b93e50 · outbound

This paper cites Woodford, Meng Jiang, and Neil Shah.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Woodford, Meng Jiang, and Neil Shah

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:10.450621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.661110Z digest=sha256:82856b36dc35d6585e601f5517f40c436b88f613729181b9f960e781205cb0c6

Observation 5805f2c5-86fa-4aba-a36c-5aa3fc4dc26a · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:10.414696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.674023Z digest=sha256:25cb35a6cc372b59ae02f3932fea416beef3dae638a6d8a6adeb6af9fb126999

Observation 2ca580c6-02df-491b-9aa4-220d4c50e527 · outbound

This paper cites SS-GNN: A Simple-Structured Graph Neural Network for Affinity Prediction.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? SS-GNN: A Simple-Structured Graph Neural Network for Affinity Prediction

Reference 59

Resolution
verified exact
local_arxiv, observed 2026-08-07T10:55:09.776942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.646974Z digest=sha256:c4349d815b8ddc24df644855dff43e5c692f14869ab9a3b2a1a0bb2780acb5d5

Observation fcaa5aca-a28a-4f1c-adc4-6782461b2dc0 · outbound

This paper cites data in the wild.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? data in the wild

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:10.343186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.687132Z digest=sha256:33259f6b47fefc1c17bc839f98a7e7a41299277e3570cb91b309282292b235a2

Observation 789f14e0-bb2e-4d46-bf96-0437d57e165e · outbound

This paper cites F GAE Backbone Our framework is primarily designed with one-class SVDD as the backbone.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? F GAE Backbone Our framework is primarily designed with one-class SVDD as the backbone

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:10.308970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.695142Z digest=sha256:c12daa66841995451c3ab3fa09610d1ae73c5deec6eaaf9e8c542f7775dab63e

Observation 6a92aa3c-7b5b-45e1-81c0-f9528e4629e9 · outbound

This paper cites InNeurIPS, Vol.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? InNeurIPS, Vol

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:55:11.302093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.361882Z digest=sha256:362cad3ce9100bb3b450229a8ec033fdfc61884086ff24e5c1705dcfa955d118

Observation 76402d37-c807-4538-b542-417dacb1976d · outbound

This paper cites an unresolved cited work.

How to Use Graph Data in the Wild to Help Graph Anomaly Detection? Unresolved cited work

Reference 2021

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:55:11.229808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:55:09.387799Z digest=sha256:2017dfe155deb8f9aaa2a6f61cd91f76855b38e7059db7a3a6bd96d052fee79c

Pith citing papers

No inbound Pith citation observations are available.