Paper Citation Record · LEDGER

Auto-Regressive Moving Diffusion Models for Time Series Forecasting

As of 12 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 2 inbound Pith citation observations for arXiv:2412.09328.

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

pith.paper-citation-record.v1
2412.09328 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T17:13:12.338089Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-18T13:48:14.532529Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T13:51:25.662613Z

Reference resolution

42 of 42 outbound references displayed

verified exact2
verified fuzzy1
unresolved39
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e9d72b03-17f4-43cf-9579-c7279c311a91 · outbound

This paper cites Diffusion-based Time Series Imputation and Forecasting with Structured State Space Models.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting Diffusion-based Time Series Imputation and Forecasting with Structured State Space Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T17:13:12.171475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc26accb-a810-4a75-a00c-84ebf571a237 · outbound

This paper cites an unresolved cited work.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:13:13.008696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b30d46b5-965a-4e2e-8682-21b8b03c731a · outbound

This paper cites E.; Jenkins, G.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting E.; Jenkins, G

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T17:13:12.180245Z

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Observation a4d29285-7c5e-4106-a9c8-11fee491a7c1 · outbound

This paper cites an unresolved cited work.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T17:13:12.184562Z

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Unavailable: canonical work link unavailable.

Observation 119781ce-c03e-43c7-8726-0ee81a8c8a2e · outbound

This paper cites an unresolved cited work.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:13:12.987536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9a37ba8a-a1b7-4312-90d1-6ddb0f608ccf · outbound

This paper cites T.; and Shah, M.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting T.; and Shah, M

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:13:12.975142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 99f6ab6e-cd40-461f-8bad-26bf609065d9 · outbound

This paper cites MG-TSD: Multi-Granularity Time Series Diffusion Models with Guided Learning Process.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting MG-TSD: Multi-Granularity Time Series Diffusion Models with Guided Learning Process

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T17:13:12.197093Z

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Observation 1be877ce-fcf2-4924-928e-419e56e1ea13 · outbound

This paper cites an unresolved cited work.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:13:12.962521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 017e0577-b9c4-47e8-afa2-5935492e2c02 · outbound

This paper cites Cross-variable Linear Integrated ENhanced Transformer for Photovoltaic power forecasting.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting Cross-variable Linear Integrated ENhanced Transformer for Photovoltaic power forecasting

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-11T17:13:12.655151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 426298a1-47e5-4f20-a1d4-059c9c1b1e02 · outbound

This paper cites an unresolved cited work.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:13:12.949989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 66ffcf47-2a88-49dd-a7b3-930498e52675 · outbound

This paper cites Client: Cross-variable Linear Integrated Enhanced Transformer for Multivariate Long-Term Time Series Forecasting.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting Client: Cross-variable Linear Integrated Enhanced Transformer for Multivariate Long-Term Time Series Forecasting

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T17:13:12.214355Z

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Observation 90283a46-3333-495e-a4c7-4aa1fdfd6d99 · outbound

This paper cites CLeaRForecast: Contrastive Learning of High-Purity Representations for Time Series Forecasting.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting CLeaRForecast: Contrastive Learning of High-Purity Representations for Time Series Forecasting

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-11T17:13:12.625197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation dd0b77f4-b409-42c2-835a-427e9f3aad31 · outbound

This paper cites an unresolved cited work.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:13:12.938143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3b4fc04b-2f90-49ba-972b-6bc819a4864b · outbound

This paper cites F.; Bohlke-Schneider, M.; Zschiegner, J.; Wang, H.; and Wang, Y.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting F.; Bohlke-Schneider, M.; Zschiegner, J.; Wang, H.; and Wang, Y

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T17:13:12.226705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abcfd30d-226d-4758-b78f-caad98f8cbf2 · outbound

This paper cites DiffWave: A Versatile Diffusion Model for Audio Synthesis.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting DiffWave: A Versatile Diffusion Model for Audio Synthesis

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T17:13:12.230579Z

Source-reported events for the cited work

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Observation dacba065-9421-4d57-9a92-737c9f98ac6a · outbound

This paper cites an unresolved cited work.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T17:13:12.234642Z

Source-reported events for the cited work

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Observation 89396b73-5e87-41f6-9dd6-1c5b7a3713c4 · outbound

This paper cites an unresolved cited work.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:13:12.911365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 723742bd-340f-4de0-a426-53794cd2e2ae · outbound

This paper cites an unresolved cited work.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T17:13:12.242222Z

Source-reported events for the cited work

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Observation e9595951-4a38-4350-bad1-18b97dc8d5df · outbound

This paper cites an unresolved cited work.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T17:13:12.247129Z

Source-reported events for the cited work

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Observation a2b82d21-35f0-4cdf-bc97-303e07ee7884 · outbound

This paper cites an unresolved cited work.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T17:13:12.251048Z

Source-reported events for the cited work

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Observation 3aae7950-b9d2-46cd-8e1d-7e3ee80a59bc · outbound

This paper cites an unresolved cited work.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:13:12.884291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b2f20306-ba9c-4f4a-8977-57343ba26820 · outbound

This paper cites an unresolved cited work.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:13:12.872405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8e883a5d-1a7f-4b90-b059-a2fc2ece42f4 · outbound

This paper cites The Rise of Diffusion Models in Time-Series Forecasting.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting The Rise of Diffusion Models in Time-Series Forecasting

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T17:13:12.262191Z

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Observation 87d6394f-5f91-476a-93fd-6ddeac769b08 · outbound

This paper cites A Time Series is Worth 64 Words: Long-term Forecasting with Transformers.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting A Time Series is Worth 64 Words: Long-term Forecasting with Transformers

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T17:13:12.265979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60e73d96-1349-49f9-87ef-64181b5d1205 · outbound

This paper cites Fredformer: Frequency Debiased Transformer for Time Series Forecasting.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting Fredformer: Frequency Debiased Transformer for Time Series Forecasting

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T17:13:12.270276Z

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Observation 7f57cdb8-97b8-4028-a2fb-6078cc68066c · outbound

This paper cites an unresolved cited work.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:13:12.860374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 17dbda82-88f9-4a47-aff9-b89eb80a0f70 · outbound

This paper cites an unresolved cited work.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T17:13:12.277942Z

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Observation aa4c696f-dfd4-40e1-b5d1-94916b409f9b · outbound

This paper cites an unresolved cited work.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T17:13:12.283363Z

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Observation 41902c51-82ac-4e84-ac12-28dc511db301 · outbound

This paper cites an unresolved cited work.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:13:12.832657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 76533a4e-2846-4b18-8640-e1d3bb3326dc · outbound

This paper cites an unresolved cited work.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:13:12.820342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5fcc50d8-c293-4a61-8ee9-be74c2760a3b · outbound

This paper cites Denoising Diffusion Implicit Models.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting Denoising Diffusion Implicit Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T17:13:12.294306Z

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Observation 08901981-26d8-4d93-9137-8efd4c688585 · outbound

This paper cites an unresolved cited work.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:13:12.807384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation eb8c59a8-a492-4f04-93c5-daec19a84a7d · outbound

This paper cites Transformers in Time Series: A Survey.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting Transformers in Time Series: A Survey

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T17:13:12.302431Z

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Observation d2a438ed-8ede-4862-b988-b49aed9595a3 · outbound

This paper cites an unresolved cited work.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T17:13:12.306846Z

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Observation fedb220a-971a-436d-aafe-96d183b9540d · outbound

This paper cites Survey and Taxonomy: The Role of Data-Centric AI in Transformer-Based Time Series Forecasting.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting Survey and Taxonomy: The Role of Data-Centric AI in Transformer-Based Time Series Forecasting

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T17:13:12.310989Z

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Observation 2cd62bcf-8c27-402f-ba15-5255a6aa604a · outbound

This paper cites an unresolved cited work.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T17:13:12.315065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 641d7929-91c1-4472-a66b-c8ef3bcd2cbc · outbound

This paper cites an unresolved cited work.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T17:13:12.318801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c7313a8-169d-4a33-ac85-9aba7deca5d4 · outbound

This paper cites Diffusion-TS: Interpretable Diffusion for General Time Series Generation.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting Diffusion-TS: Interpretable Diffusion for General Time Series Generation

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T17:13:12.322448Z

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Observation 834fd444-8c4b-4c38-ab18-8fe56c6842a6 · outbound

This paper cites an unresolved cited work.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T17:13:12.326414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce129f99-d4d3-4746-8593-997700fac8bb · outbound

This paper cites an unresolved cited work.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T17:13:12.330147Z

Source-reported events for the cited work

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Observation 9b787adb-d087-4f07-b453-5a5f1e6f547b · outbound

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

Auto-Regressive Moving Diffusion Models for Time Series Forecasting , " * write output.state after.block = add.period write newline

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T17:13:12.333800Z

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Observation 19eb6941-87b4-44e7-89fd-d02630a5e177 · outbound

This paper cites write newline.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting write newline

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T17:13:12.338089Z

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Pith citing papers

Observation 14ed74e2-1c78-4587-8266-cd96dfc9d28c · inbound

Flow marching for a generative PDE foundation model cites this paper.

Flow marching for a generative PDE foundation model Auto-Regressive Moving Diffusion Models for Time Series Forecasting

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-18T13:51:25.665219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ddcf7e77-8a17-4b15-b00d-60538e97ba9d · inbound

Latent Generative Solvers for Generalizable Long-Term Physics Simulation cites this paper.

Latent Generative Solvers for Generalizable Long-Term Physics Simulation Auto-Regressive Moving Diffusion Models for Time Series Forecasting

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T05:22:22.697524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.