Paper Citation Record · LEDGER

A Generalizable Anomaly Detection Method in Dynamic Graphs

As of 12 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2412.16447.

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

pith.paper-citation-record.v1
2412.16447 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T10:37:43.745651Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

52 of 52 outbound references displayed

verified exact1
verified fuzzy4
unresolved47
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ea1981f6-90f0-430f-b774-853c1352a661 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

A Generalizable Anomaly Detection Method in Dynamic Graphs , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T10:37:43.558769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4076eaef-b612-48da-8af7-d3f03539cefa · outbound

This paper cites write newline.

A Generalizable Anomaly Detection Method in Dynamic Graphs write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T10:37:43.562965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1486e69-13b6-4da5-9b43-65375d443924 · outbound

This paper cites an unresolved cited work.

A Generalizable Anomaly Detection Method in Dynamic Graphs Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:37:44.294389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d18b8120-fa87-4064-9507-6a8cc2fdf107 · outbound

This paper cites Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks.

A Generalizable Anomaly Detection Method in Dynamic Graphs Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T10:37:43.571838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6de7dadc-b47b-48fe-b43e-c883c8ec3633 · outbound

This paper cites an unresolved cited work.

A Generalizable Anomaly Detection Method in Dynamic Graphs Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:37:44.283850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4acd29dc-d13a-4023-896c-369d597970b3 · outbound

This paper cites an unresolved cited work.

A Generalizable Anomaly Detection Method in Dynamic Graphs Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:37:44.273099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 337ab886-0e0a-4227-aacb-ae9bc6519e93 · outbound

This paper cites an unresolved cited work.

A Generalizable Anomaly Detection Method in Dynamic Graphs Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:37:44.261567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 05423a78-578d-4b34-aefc-12ce25550fe1 · outbound

This paper cites an unresolved cited work.

A Generalizable Anomaly Detection Method in Dynamic Graphs Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:37:44.250363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 55128c3b-ad37-4e1e-ad9d-437e62ee6aec · outbound

This paper cites an unresolved cited work.

A Generalizable Anomaly Detection Method in Dynamic Graphs Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:37:44.238826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a71a6ef6-953d-4ad0-97a4-4c57be6adf8e · outbound

This paper cites an unresolved cited work.

A Generalizable Anomaly Detection Method in Dynamic Graphs Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:37:44.227853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 85a41780-1a88-4ad3-a558-1c6b9843a912 · outbound

This paper cites an unresolved cited work.

A Generalizable Anomaly Detection Method in Dynamic Graphs Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:37:44.217087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f50b86b9-1b31-4789-adcd-a7b9044e4c58 · outbound

This paper cites Graph-Augmented Normalizing Flows for Anomaly Detection of Multiple Time Series.

A Generalizable Anomaly Detection Method in Dynamic Graphs Graph-Augmented Normalizing Flows for Anomaly Detection of Multiple Time Series

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T10:37:43.604372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1653446f-b756-405b-bbec-da199ad9dff2 · outbound

This paper cites an unresolved cited work.

A Generalizable Anomaly Detection Method in Dynamic Graphs Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T10:37:43.608580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b661a07-2b49-45bb-9bb8-3e5c10465057 · outbound

This paper cites an unresolved cited work.

A Generalizable Anomaly Detection Method in Dynamic Graphs Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:37:44.199586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c53aa7de-5013-44fe-838a-5e019a32f988 · outbound

This paper cites an unresolved cited work.

A Generalizable Anomaly Detection Method in Dynamic Graphs Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T10:37:43.616241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cfceb1b-c07c-4624-aca9-62badbe7c64f · outbound

This paper cites A Generalization of Transformer Networks to Graphs.

A Generalizable Anomaly Detection Method in Dynamic Graphs A Generalization of Transformer Networks to Graphs

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T10:37:43.620020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d0bc7c6-f38e-4376-a60b-192fdc37726f · outbound

This paper cites Graph Neural Networks with Learnable Structural and Positional Representations.

A Generalizable Anomaly Detection Method in Dynamic Graphs Graph Neural Networks with Learnable Structural and Positional Representations

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T10:37:43.624011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7c836d5-7802-495f-a090-5460e2ecba22 · outbound

This paper cites A.; and Eberle, W.

A Generalizable Anomaly Detection Method in Dynamic Graphs A.; and Eberle, W

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:37:44.182190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e5162d66-0d1f-4fe1-888f-ae78dce38d26 · outbound

This paper cites an unresolved cited work.

A Generalizable Anomaly Detection Method in Dynamic Graphs Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:37:44.171499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 806dc1c6-7e9e-46a8-9ecc-fcfc94835371 · outbound

This paper cites an unresolved cited work.

A Generalizable Anomaly Detection Method in Dynamic Graphs Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:37:44.161683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ec73507d-82db-4a2d-95a1-30f8b8654525 · outbound

This paper cites an unresolved cited work.

A Generalizable Anomaly Detection Method in Dynamic Graphs Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:37:44.150103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3ce6922a-ef0d-469c-8cf2-669d46b4668b · outbound

This paper cites an unresolved cited work.

A Generalizable Anomaly Detection Method in Dynamic Graphs Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:37:44.138902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 87c99783-cc3b-4c4a-a28c-380977c7093e · outbound

This paper cites an unresolved cited work.

A Generalizable Anomaly Detection Method in Dynamic Graphs Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:37:44.127736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6ac71486-bb93-4384-9430-d3c8b1aa6a66 · outbound

This paper cites an unresolved cited work.

A Generalizable Anomaly Detection Method in Dynamic Graphs Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T10:37:43.648805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f824ca33-307a-4a52-9312-79283b1f23c7 · outbound

This paper cites an unresolved cited work.

A Generalizable Anomaly Detection Method in Dynamic Graphs Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:37:44.109597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7c560853-146f-445a-891c-06fdc573f55b · outbound

This paper cites Graph Anomaly Detection in Time Series: A Survey.

A Generalizable Anomaly Detection Method in Dynamic Graphs Graph Anomaly Detection in Time Series: A Survey

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T10:37:43.654749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b15c685-0cce-4696-b742-762aec94b5b3 · outbound

This paper cites an unresolved cited work.

A Generalizable Anomaly Detection Method in Dynamic Graphs Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:37:44.098414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 47b5557e-2771-4953-ae97-eb23b7060e24 · outbound

This paper cites SLADE: Detecting Dynamic Anomalies in Edge Streams without Labels via Self-Supervised Learning.

A Generalizable Anomaly Detection Method in Dynamic Graphs SLADE: Detecting Dynamic Anomalies in Edge Streams without Labels via Self-Supervised Learning

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-11T10:37:43.840173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8fc8a443-c9bc-4ed8-b7ee-6c20a4d29939 · outbound

This paper cites G.; Xiong, F.; Wang, L.; Chen, Q.; and Lee, V.

A Generalizable Anomaly Detection Method in Dynamic Graphs G.; Xiong, F.; Wang, L.; Chen, Q.; and Lee, V

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:37:44.086940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0143ae8d-67d9-4f68-b20e-e6ab35c407ac · outbound

This paper cites an unresolved cited work.

A Generalizable Anomaly Detection Method in Dynamic Graphs Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:37:44.075550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 69b0ee34-e0b8-4a97-abb5-67b1372cae63 · outbound

This paper cites Z.; Xiong, H.; and Akoglu, L.

A Generalizable Anomaly Detection Method in Dynamic Graphs Z.; Xiong, H.; and Akoglu, L

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:37:44.062602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 34d9d24e-ccfd-491c-986d-6cd23e1878f9 · outbound

This paper cites GraphiT: Encoding Graph Structure in Transformers.

A Generalizable Anomaly Detection Method in Dynamic Graphs GraphiT: Encoding Graph Structure in Transformers

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T10:37:43.674224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83b155e3-7b4e-429f-92a5-58c202e103e6 · outbound

This paper cites an unresolved cited work.

A Generalizable Anomaly Detection Method in Dynamic Graphs Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T10:37:43.677959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2eb4583b-afac-4fcc-ac47-b887da3a8759 · outbound

This paper cites an unresolved cited work.

A Generalizable Anomaly Detection Method in Dynamic Graphs Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T10:37:43.681758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52afc52b-8a91-4fb0-a15f-f36d17c7e2cc · outbound

This paper cites H.; and Boo, Y.

A Generalizable Anomaly Detection Method in Dynamic Graphs H.; and Boo, Y

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:37:44.038056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a9392ed8-d13c-492c-879a-33c7dfb6c298 · outbound

This paper cites an unresolved cited work.

A Generalizable Anomaly Detection Method in Dynamic Graphs Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:37:44.027994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5dbb7765-5198-4ae6-9fbd-246c49f977b6 · outbound

This paper cites Temporal Graph Networks for Deep Learning on Dynamic Graphs.

A Generalizable Anomaly Detection Method in Dynamic Graphs Temporal Graph Networks for Deep Learning on Dynamic Graphs

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T10:37:43.692820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 594fe33f-1f6f-4636-9aa7-452249007b91 · outbound

This paper cites an unresolved cited work.

A Generalizable Anomaly Detection Method in Dynamic Graphs Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:37:44.017795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6dcaf437-e278-401a-871b-fcfdc2a8587d · outbound

This paper cites an unresolved cited work.

A Generalizable Anomaly Detection Method in Dynamic Graphs Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:37:44.006681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation fcad5f97-9078-4689-8dd9-da7d79cec9ae · outbound

This paper cites an unresolved cited work.

A Generalizable Anomaly Detection Method in Dynamic Graphs Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T10:37:43.703283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d6e6316-f869-4c9b-9171-7fd89373e667 · outbound

This paper cites an unresolved cited work.

A Generalizable Anomaly Detection Method in Dynamic Graphs Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:37:43.988254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8ddb7299-c93e-45f7-8e56-b2fbf8300b21 · outbound

This paper cites an unresolved cited work.

A Generalizable Anomaly Detection Method in Dynamic Graphs Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:37:43.976625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation cd852596-f262-45fa-a867-e84da9e222e6 · outbound

This paper cites SAD: Semi-Supervised Anomaly Detection on Dynamic Graphs.

A Generalizable Anomaly Detection Method in Dynamic Graphs SAD: Semi-Supervised Anomaly Detection on Dynamic Graphs

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-11T10:37:43.713463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19926e38-92ed-43f9-8993-c9794530b4a7 · outbound

This paper cites N.; Kaiser, .; and Polosukhin, I.

A Generalizable Anomaly Detection Method in Dynamic Graphs N.; Kaiser, .; and Polosukhin, I

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-11T10:37:43.717408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c21c8cc-db6d-4a66-a329-c21ee17db7e7 · outbound

This paper cites TCL: Transformer-based Dynamic Graph Modelling via Contrastive Learning.

A Generalizable Anomaly Detection Method in Dynamic Graphs TCL: Transformer-based Dynamic Graph Modelling via Contrastive Learning

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-11T10:37:43.720817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54dc6b39-3e8f-4d14-b006-acf401a416a8 · outbound

This paper cites an unresolved cited work.

A Generalizable Anomaly Detection Method in Dynamic Graphs Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:37:43.957490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation faa8d80d-accf-4100-8a98-cc7671ea3626 · outbound

This paper cites an unresolved cited work.

A Generalizable Anomaly Detection Method in Dynamic Graphs Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:37:43.946082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 874f0692-96b9-40a3-a1dd-31dd722ff977 · outbound

This paper cites Inductive Representation Learning on Temporal Graphs.

A Generalizable Anomaly Detection Method in Dynamic Graphs Inductive Representation Learning on Temporal Graphs

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-11T10:37:43.731285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8263085e-57c7-45d7-b8ff-e149e6a819bc · outbound

This paper cites an unresolved cited work.

A Generalizable Anomaly Detection Method in Dynamic Graphs Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:37:43.934117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e839b54b-c33f-424f-be7f-fbd08a5b6615 · outbound

This paper cites an unresolved cited work.

A Generalizable Anomaly Detection Method in Dynamic Graphs Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:37:43.922349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f804cbfc-38c8-4804-9e83-a215f8478712 · outbound

This paper cites an unresolved cited work.

A Generalizable Anomaly Detection Method in Dynamic Graphs Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:37:43.911684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d711b213-acd4-4a0f-aa72-fc437b33e4a5 · outbound

This paper cites R.; Cheng, W.; Lumezanu, C.; Cho, D.; and Chen, H.

A Generalizable Anomaly Detection Method in Dynamic Graphs R.; Cheng, W.; Lumezanu, C.; Cho, D.; and Chen, H

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-11T10:37:43.745651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.