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Paper Citation Record · LEDGER

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection

As of 10 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 3 inbound Pith citation observations for arXiv:2502.09254.

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

pith.paper-citation-record.v1
2502.09254 v2

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T22:13:55.187325Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:09:20.796589Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T05:26:25.381530Z

Reference resolution

50 of 50 outbound references displayed

  • verified exact1
  • verified fuzzy1
  • unresolved47
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 453d94ac-155c-4f84-af9f-2adf4f60db22 · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-07T22:13:56.103918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T22:13:54.952443Z digest=sha256:5ce082303073c4e7203dd68546a5a7b2ec2514f4c4f88e5baa1e2ffb3974d486

Observation 89f7cfed-bebf-4386-bd29-38557aa43a6a · outbound

This paper cites Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T22:13:54.957511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:13:54.957511Z digest=sha256:5e375dba966209c788efaa59b52c6409ce68c2b901ee41643f27d0196604249c

Observation 5dd8999e-771d-4c48-9f7e-eac1303d4eeb · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T22:13:56.089457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T22:13:54.962580Z digest=sha256:eadf9258eebafd82217914202b55b8ad091dd74152ec58cc735c52e490baab80

Observation d8d4a591-934c-4593-8a7f-9773bca8b80f · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-07T22:13:56.074497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T22:13:54.967203Z digest=sha256:ef4ff007bc0778007d96bc544da0119afa3a06eda2d9be680b16350a3421303a

Observation b0313b0f-69d2-4b29-811f-70f5f0e61f48 · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-07T22:13:56.057912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T22:13:54.971679Z digest=sha256:d444ff016c75e49d21a08de881c5654b2a17d8b19ccc6f491fded3421815087b

Observation fc276bea-c087-4d7f-bdbc-6fab3cad2bfc · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T22:13:56.042905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T22:13:54.976247Z digest=sha256:056e209234aaf74487efb77c9979d10054e4b5deb223270bcd8d1e94c21a0bcf

Observation 732a442e-e8d1-4400-a0b7-d942e7df0b9b · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T22:13:56.027002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T22:13:54.981473Z digest=sha256:690bf5ead39e5568bd7dcb15c2bf868ce3babc0b6e73415739b1b2a547f680df

Observation 39ec9be2-0d9c-442a-b443-0aff65d5c25d · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T22:13:56.011944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T22:13:54.986518Z digest=sha256:ff3e7366e1c8a615a4ba3f7feeb769ed2b171aec6c05e79c76599782110cafa7

Observation 3766aab1-f89b-4816-9ac4-1a3d4af7a8a1 · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T22:13:55.996658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T22:13:54.991716Z digest=sha256:85ed7151507c1e1db6948192f1375d97e2308990ffed4a823b89e71e8dc79320

Observation 1f15a7f8-d043-4948-a853-0ec585a74b4f · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T22:13:54.996878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:13:54.996878Z digest=sha256:4127c28bfcd988471a875130be11259cd9c9c428143605169cc0a17de72a6e9a

Observation 7a3694a6-c923-44a2-b5ca-1eb28f594365 · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-07T22:13:55.972094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T22:13:55.006754Z digest=sha256:a504011c3d58be1688d0dcf25ff9d13d36cc3cabe023145deb53f4e4474c2bd7

Observation e2ac5e38-46b3-4043-9f30-36b4b615522b · outbound

This paper cites Adam: A Method for Stochastic Optimization.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Adam: A Method for Stochastic Optimization

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T22:13:55.011779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:13:55.011779Z digest=sha256:dfcae942bae7ccd9af97277c4ac100b411c3463ae1632d7c4dafc074ec540c8f

Observation c6f098c4-4ee2-4a8d-859a-490ce43317e8 · outbound

This paper cites Semi-Supervised Classification with Graph Convolutional Networks.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Semi-Supervised Classification with Graph Convolutional Networks

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T22:13:55.017319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:13:55.017319Z digest=sha256:02ae067f641631e52e62d2f9b0faadb6d1184774a1071a90af71cf5c6cce0314

Observation 22b57d29-ca78-47c7-83b4-e0de7bad5156 · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T22:13:55.022441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:13:55.022441Z digest=sha256:b9d99f5b89ddab698a3266b38f911c9506407be01d254e73c2dc71028e5eb3ae

Observation b4069d71-ccc2-4419-8dc1-4a07dc910214 · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T22:13:55.026969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:13:55.026969Z digest=sha256:8ad7648a69aec82225bf6c21378bcadfcb3a79041dce9c7108d78da80c180f2a

Observation 3bda7b74-2a55-4ffe-af81-2b469b2b92a5 · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T22:13:55.938202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T22:13:55.031805Z digest=sha256:14134f89eacba5c2113f64066ee792db517238cc3a0199edb490011a2e50514d

Observation 2f1fb7c3-4433-45c9-95ff-1da0d524922e · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T22:13:55.923214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T22:13:55.041391Z digest=sha256:cc8a52db2b612b44b7cd423d53ecc204d19e1297a9ea324cc88340f5ed9227cd

Observation 91beb6dc-d81d-4126-95b2-ed243b91e972 · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T22:13:55.046523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:13:55.046523Z digest=sha256:26dad0fd718684f0964bfb4860abd66f0e927d09ca40895c5fc77e01b7a1808d

Observation 3743f594-f161-4cc0-9832-e6f52d4f949e · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T22:13:55.055862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:13:55.055862Z digest=sha256:f91250a76c8a9a5bb99d948d969cb8d02a243a412a215934a3f7fa42cc4a4e0e

Observation 33e4b7a0-b33e-4fb5-bfe4-d508cea6ab37 · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T22:13:55.064651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:13:55.064651Z digest=sha256:4345d7b646c1314062eddec931832f4b177bcc1a72e35f7ad706a349bed84e29

Observation d79f7da9-c92a-4c63-94cb-f76771e98d78 · outbound

This paper cites ARC: A Generalist Graph Anomaly Detector with In-Context Learning.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection ARC: A Generalist Graph Anomaly Detector with In-Context Learning

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T22:13:55.051047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:13:55.051047Z digest=sha256:7b87c2dd973a1b09e7fd9b6a87bff7aa9478ca55448caa3a9b11f86cee9a1e0f

Observation 61bf7ce8-7bfb-42fa-acdc-e2211f826b67 · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-07T22:13:55.860664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T22:13:55.073617Z digest=sha256:872d9f249f2eb03eb90334ddc4335c1bdac753df082ff7c7dfaf4273241bff8e

Observation fcb72baf-7ecd-45b4-b26d-c57c7c10c7da · outbound

This paper cites Zero-shot Generalist Graph Anomaly Detection with Unified Neighborhood Prompts.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Zero-shot Generalist Graph Anomaly Detection with Unified Neighborhood Prompts

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T22:13:55.078706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:13:55.078706Z digest=sha256:22b903a83757bfc274e19b8ff159621e78693a99735ba96e64e18f3686a91e91

Observation 2cadcbe5-486f-49f6-9e80-02992e145569 · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T22:13:55.084628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:13:55.084628Z digest=sha256:452dfd6ff2eda537deb9754096a2818e7924dde3d126cd81b06faaec56ee8d84

Observation 69c6075f-e267-41b4-b43b-f4c6b14c5354 · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-07T22:13:55.068974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:13:55.068974Z digest=sha256:747e081c896a5ecc088b181100ba4796dd01895f6fda106a6134387807616256

Observation aadb03a3-272a-41b0-a672-6e87cb6dd45d · outbound

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

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection A critical look at the evaluation of GNNs under heterophily: Are we really making progress?

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T22:13:55.093941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:13:55.093941Z digest=sha256:941c908f082ad80b0a144167ab9b9a87a6ee71274fd4ef2f40229d627f87d662

Observation cb82b1e7-e60b-4788-ba48-982251b057d1 · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-07T22:13:55.821090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T22:13:55.098638Z digest=sha256:a3e625db4925960a34d4fc16d398e73f4ab2c10f3905a3d826f5f3cacd84275a

Observation b9703050-3b2e-4419-b56e-95d12ac20303 · outbound

This paper cites Deep Graph Anomaly Detection: A Survey and New Perspectives.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Deep Graph Anomaly Detection: A Survey and New Perspectives

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T22:13:55.103929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:13:55.103929Z digest=sha256:f612ceba8f8ae561e9a98a8eab87d52f142589776a6f810852d85a8895089af6

Observation e6988357-ab4d-4c67-8561-e4336ddd60f2 · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-07T22:13:55.836763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T22:13:55.089116Z digest=sha256:755189b32b7862eb5767fcc415d411b79694f0d69d9c81fa768dbe76c447fc74

Observation db85bfe1-5c80-437a-81b7-544de12e7328 · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T22:13:55.113272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:13:55.113272Z digest=sha256:b1284026c1372b0649f8cee033c2411507184078fd8f87fbee275993168db5dd

Observation c75b4f20-0b43-4e3d-95b3-be5427f65214 · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T22:13:55.117889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:13:55.117889Z digest=sha256:54153ff80b1f3d1e4e2971c505cb205d1201800d0e9e7e38f18717377859edab

Observation 03aed72d-8456-4f32-8a84-d1ee0b8378f0 · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-07T22:13:55.772324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T22:13:55.122393Z digest=sha256:80c6fa386d92da2b5c25d7f034a7a1b5cbf5026f6fe3f7ab21c1a119f7d7b845

Observation 90c6398f-2100-46f0-a526-1aab3f2406f0 · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T22:13:55.806265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T22:13:55.108678Z digest=sha256:57f77868fb1b49e0f15e0d945ee9a43ffaddfe2116a541a8c40b95261ca6eb21

Observation ae5a8778-7430-4aed-aac4-0445cfc183f8 · outbound

This paper cites Graph Attention Networks.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Graph Attention Networks

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T22:13:55.131004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:13:55.131004Z digest=sha256:9c64fb7811fb3e763d23a08facca3335be831299a46c22b490865a86ac7bea48

Observation dcb85213-b578-4147-b006-f6772adce4f5 · outbound

This paper cites Open-Set Graph Anomaly Detection via Normal Structure Regularisation.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Open-Set Graph Anomaly Detection via Normal Structure Regularisation

Reference 35

Resolution
verified exact
local_arxiv, observed 2026-08-07T22:13:55.477425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T22:13:55.135688Z digest=sha256:67212db429f5e16fb8954568ea7dea93e2801820aec901146a961ac4421c5a52

Observation 06754c93-74db-4a25-af5b-7ab1395af5e6 · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T22:13:55.140307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:13:55.140307Z digest=sha256:22db4c7216874bb0189ba93fab3343b970c4828e13f776254d93a2054db13cb7

Observation 25e9b0e5-7582-4ccf-8abd-e13ffe7c2437 · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-07T22:13:55.756566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T22:13:55.126607Z digest=sha256:0a1bd4be5f4ebf58af9c319f19c5df09cec3488d81edb967ca90df1a36eb6e11

Observation f8310efa-b3e3-42f9-9d26-1fb79da4b19b · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T22:13:55.715390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T22:13:55.154420Z digest=sha256:43306b18036095e2b865ae92b7ae64ca92b594b2348028424d7e3ef96580dc12

Observation 77a6ac83-0c91-4c39-a89e-e101838af0c4 · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 39

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raw_fallback, observed 2026-08-07T22:13:55.700478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T22:13:55.159138Z digest=sha256:dc83915b52758a07223b5230b9c4e8354c0a8e9e075893d90712cbb4f43207f0

Observation 964173f2-c0db-45da-9a38-3e65dab7e2c5 · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 40

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unresolved
raw_fallback, observed 2026-08-07T22:13:55.685655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T22:13:55.164467Z digest=sha256:98d54300eabf67cc98712e4ae16fc9bbc01d4b9b81c1e092ff6d92dabc515640

Observation 246ff5db-ab1f-4350-a979-6b540297deba · outbound

This paper cites Neural computing and applications 33 (2021), 12073–12085.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Neural computing and applications 33 (2021), 12073–12085

Reference 41

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verified fuzzy
raw_fallback, observed 2026-08-07T22:13:55.730914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T22:13:55.145384Z digest=sha256:790e341e84aaf426119d611e75205c1a0994579e0d93e1dfbac530ab8c961aad

Observation fb7d3349-d809-4175-8b3f-e24d9e77817a · outbound

This paper cites Anti-Money Laundering in Bitcoin: Experimenting with Graph Convolutional Networks for Financial Forensics.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Anti-Money Laundering in Bitcoin: Experimenting with Graph Convolutional Networks for Financial Forensics

Reference 42

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unresolved
no resolver link, observed 2026-08-07T22:13:55.149869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:13:55.149869Z digest=sha256:59cc98553f26ae6248e40026c252117305c64ca3e505ac415fec71c1524e335b

Observation 04e70f5c-6ad1-4fd7-9b10-1769bdb69b45 · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 43

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unresolved
raw_fallback, observed 2026-08-07T22:13:55.660534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T22:13:55.178063Z digest=sha256:57593389dbd451bd999a74a18316926b39abd99ed2e3d26948aec2e12cf7c4e3

Observation 48c5cc79-08e0-4718-98f7-08a9954d1e45 · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 44

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unresolved
no resolver link, observed 2026-08-07T22:13:55.182529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:13:55.182529Z digest=sha256:5202e4b32dd7daeaa3aa186578f62c4ec723eeb009ce6c08036f55abb645fd9b

Observation 8dc678d8-09c4-4c53-a7c3-cbd41c31f0f9 · outbound

This paper cites ProG: A Graph Prompt Learning Benchmark.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection ProG: A Graph Prompt Learning Benchmark

Reference 45

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unresolved
no resolver link, observed 2026-08-07T22:13:55.187325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:13:55.187325Z digest=sha256:7a94f4425cf2e6c1032cb6816e278e691c1540554c9885f896a68d1832f5aaca

Observation 9aad0f9b-da2c-46a5-97f1-1a16a6c199ed · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 46

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unresolved
no resolver link, observed 2026-08-07T22:13:55.169069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:13:55.169069Z digest=sha256:49770f4f3ed795667d5021cd15fd8db843bb6c815c15da4dfb2e4b35e83fcdf3

Observation f0ada903-5572-408d-a36e-49981adb591f · outbound

This paper cites an unresolved cited work.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Unresolved cited work

Reference 47

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unresolved
no resolver link, observed 2026-08-07T22:13:55.173735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:13:55.173735Z digest=sha256:9bb234ae54b6fa8aaf9cf49097c1da6f9a14e613351c651f7a0e812612adb6ac

Observation 23648ea9-78c8-4194-bb93-6eace0f192c0 · outbound

This paper cites IEEE transactions on neural networks and learning systems 33, 6 (2021), 2378–2392.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection IEEE transactions on neural networks and learning systems 33, 6 (2021), 2378–2392

Reference 2021

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unresolved
no resolver link, observed 2026-08-07T22:13:55.060124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:13:55.060124Z digest=sha256:0caf0985f793ba8fbe9def4315e3335f25de29d6cbb6c7b1577f6d6abed17493

Observation 88734219-9094-41e2-b478-5264a2799c9b · outbound

This paper cites Towards Foundation Models for Knowledge Graph Reasoning.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection Towards Foundation Models for Knowledge Graph Reasoning

Reference 2023

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no resolver link, observed 2026-08-07T22:13:55.001407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:13:55.001407Z digest=sha256:f917d73c15b350ad58f093ef5d3ea7f73af773ffc1140e663dc0cf3e7e012302

Observation d5df95cd-d71b-4d99-a4f8-310b21da5fcf · outbound

This paper cites UniGAD: Unifying Multi-level Graph Anomaly Detection.

AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection UniGAD: Unifying Multi-level Graph Anomaly Detection

Reference 2024

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metadata mismatch
local_arxiv, observed 2026-08-07T22:13:55.574877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T22:13:55.036451Z digest=sha256:f6415dab29e1e486c13d982396ea68c8c85dafe72a49ad52c0961f9161db1c39

Pith citing papers

Observation d26fc602-109d-4c3c-9f1d-5117e510cae4 · inbound

Context-Based Fake News Detection using Graph Based Approach: ACOVID-19 Use-case cites this paper.

Context-Based Fake News Detection using Graph Based Approach: ACOVID-19 Use-case AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection

Reference 19

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unresolved
no resolver link, observed 2026-08-06T17:09:20.796589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:09:20.796589Z digest=sha256:41093a5a0422f4796c7cc295ba6944d80ef42be228e16f60b02c6f24164b7ac0

Observation 53a7ba42-4c5c-4151-b2be-8f974f7b9859 · inbound

DP-DGAD: A Generalist Dynamic Graph Anomaly Detector with Dynamic Prototypes cites this paper.

DP-DGAD: A Generalist Dynamic Graph Anomaly Detector with Dynamic Prototypes AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection

Reference 22

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unresolved
no resolver link, observed 2026-08-06T06:05:50.662686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T06:05:50.662686Z digest=sha256:c75ae3f649a5344c5541445911d90a424aa4353fe7f5001f9b7d4bcbc91741e4

Observation d978aad2-156f-4793-bf25-4325ae4ba297 · inbound

When Normality Shifts: Risk-Aware Test-Time Adaptation for Unsupervised Tabular Anomaly Detection cites this paper.

When Normality Shifts: Risk-Aware Test-Time Adaptation for Unsupervised Tabular Anomaly Detection AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-12T05:26:25.386390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-12T05:21:40.243903Z digest=sha256:b87999baada89678b32fe8389c2c0929f312f8beb4775e73b9e06ef09f028b9b