Paper Citation Record · LEDGER

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series

As of 12 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2606.27908.

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

pith.paper-citation-record.v1
2606.27908 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T04:28:49.338641Z

measured 41 of 41 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 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

41 of 41 outbound references displayed

verified exact11
verified fuzzy0
unresolved25
parse uncertain0
malformed identifier4
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e0736abc-faea-455c-b415-e2a283942941 · outbound

This paper cites Deep time series models: A comprehensive survey and benchmark.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series Deep time series models: A comprehensive survey and benchmark

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-06-29T04:33:06.391845Z

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 5345232b-21b2-40fe-8aea-2a1db90438bb · outbound

This paper cites Transformers in time series: a survey.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series Transformers in time series: a survey

Reference 2

Resolution: verified exact; doi, observed 2026-06-29T04:33:06.388876Z

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 6a94c982-1fe9-4c47-a452-cb1d912b4c14 · outbound

This paper cites an unresolved cited work.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series Unresolved cited work

Reference 3

Resolution: malformed identifier; no resolver link, observed 2026-06-29T04:28:49.338641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c23d4963-7046-4827-8162-948239a15114 · outbound

This paper cites an unresolved cited work.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-29T04:28:49.338641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88403a74-77c5-40bd-84cc-345a9cd8b9b5 · outbound

This paper cites URL: https://openreview.net/forum ?id=Jbdc0vTOcol.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series URL: https://openreview.net/forum ?id=Jbdc0vTOcol

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-29T04:28:49.338641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e41204b-8bc2-4bfe-87db-96ddef083427 · outbound

This paper cites an unresolved cited work.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-29T04:28:49.338641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1377a80d-81e1-4442-9b9d-a073c06a863e · outbound

This paper cites an unresolved cited work.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-29T04:28:49.338641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a615f69f-26ad-40a3-a2b3-ca45f4bfae1e · outbound

This paper cites an unresolved cited work.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series Unresolved cited work

Reference 8

Resolution: malformed identifier; no resolver link, observed 2026-06-29T04:28:49.338641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1826a8e4-8868-41f5-99fd-d26b87d8e96d · outbound

This paper cites 37797–37814.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series 37797–37814

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-29T04:28:49.338641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 269bbe3a-4faa-42af-9642-2cf3932b8f48 · outbound

This paper cites an unresolved cited work.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series Unresolved cited work

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-06-29T04:33:06.394690Z

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 4712c4f6-19fe-4902-b4b8-2b765e000176 · outbound

This paper cites an unresolved cited work.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-29T04:28:49.338641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97724a0c-e0d9-40f7-888a-a76bf7737d99 · outbound

This paper cites an unresolved cited work.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-29T04:28:49.338641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07e25970-4fc2-4331-9f84-267dea6e4f5d · outbound

This paper cites doi:10.1609/aaai.v37i6.259 14.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series doi:10.1609/aaai.v37i6.259 14

Reference 13

Resolution: verified exact; doi, observed 2026-06-29T04:33:06.382024Z

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 62d0963f-8655-40c3-a20a-f76f92a0d67f · outbound

This paper cites 14273–14292.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series 14273–14292

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-29T04:28:49.338641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed490995-a749-4919-8596-c379ce483c27 · outbound

This paper cites an unresolved cited work.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-29T04:28:49.338641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dff15ac-aacf-4419-8289-57b766bf9174 · outbound

This paper cites URL: https://openreview.net/forum?i d=zTQdHSQUQWc.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series URL: https://openreview.net/forum?i d=zTQdHSQUQWc

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-29T04:28:49.338641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4d0d88c-840a-493c-a152-ffa0765966da · outbound

This paper cites an unresolved cited work.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-29T04:28:49.338641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35a66e4e-86fb-41e0-a3a2-2f80f07ad030 · outbound

This paper cites URL: https://openreview.net/forum?id=AyajSj TAzmg.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series URL: https://openreview.net/forum?id=AyajSj TAzmg

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-29T04:28:49.338641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9606a53f-27b2-48e3-8eb4-f96d69a68282 · outbound

This paper cites an unresolved cited work.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-29T04:28:49.338641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83e94e18-e331-4e5a-83ee-d47273db6568 · outbound

This paper cites an unresolved cited work.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-29T04:28:49.338641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4c295c0-eebd-48f7-bd6b-7da3791e6f5c · outbound

This paper cites Perez , author F.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series Perez , author F

Reference 21

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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 1f678557-60aa-4bb0-9707-ede8dc9ac992 · outbound

This paper cites an unresolved cited work.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-29T04:28:49.338641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72f9d256-1175-499b-8956-cdaee49a22f1 · outbound

This paper cites an unresolved cited work.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-29T04:28:49.338641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3f09340-4638-40c9-9270-7e6f0a547214 · outbound

This paper cites Philo- sophical Transactions of the Royal Society A379(2194), 20200209 (2021).https: //doi.org/10.1098/rsta.2020.0209.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series Philo- sophical Transactions of the Royal Society A379(2194), 20200209 (2021).https: //doi.org/10.1098/rsta.2020.0209

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-06-29T04:33:06.384930Z

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 024ca47c-09e2-4f1a-89b1-e4653e4e12fb · outbound

This paper cites 2018 , isbn =.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series 2018 , isbn =

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-06-29T04:33:06.375650Z

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 281ba670-6714-4d6e-b280-56a1ac67550c · outbound

This paper cites An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-07-01T16:55:50.952724Z

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 18c0d43e-1309-4e1e-970c-ea930afc9533 · outbound

This paper cites ArchRAG: Attributed community-based hierarchical retrieval-augmented generation.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series ArchRAG: Attributed community-based hierarchical retrieval-augmented generation

Reference 27

Resolution: malformed identifier; doi_truncated, observed 2026-06-29T04:33:06.386932Z

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 fb339624-263b-4059-9606-6bda942b1d97 · outbound

This paper cites an unresolved cited work.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-29T04:28:49.338641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f1bbbdd-9d0f-4ea6-99d4-8b58622e75ba · outbound

This paper cites Zhang, J.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series Zhang, J

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-29T04:28:49.338641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eae44a02-7235-4417-840e-4ac2da645de0 · outbound

This paper cites an unresolved cited work.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-29T04:28:49.338641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3deb6492-2cab-47cf-84b4-87910cdab0fc · outbound

This paper cites an unresolved cited work.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-29T04:28:49.338641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fade3278-1269-40ee-ab22-5b6879d3bf32 · outbound

This paper cites an unresolved cited work.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-29T04:28:49.338641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e108458-efec-4cb8-a043-9ee093db34c6 · outbound

This paper cites an unresolved cited work.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-06-29T04:28:49.338641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcd7bbdb-62e1-4183-8b52-8e4443ba3bf4 · outbound

This paper cites an unresolved cited work.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-06-29T04:28:49.338641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 545a1b3e-fbcd-4e7d-b7ad-960681327806 · outbound

This paper cites an unresolved cited work.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-06-29T04:28:49.338641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af211c0a-815b-47a3-997d-da33dc943e69 · outbound

This paper cites an unresolved cited work.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series Unresolved cited work

Reference 36

Resolution: verified exact; doi, observed 2026-06-29T04:33:06.377297Z

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 b9942e27-25e9-452d-a61a-ac88aab6302b · outbound

This paper cites an unresolved cited work.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series Unresolved cited work

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-07-01T16:55:50.955346Z

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 309ae9a5-c996-41cb-a61c-f18160fea135 · outbound

This paper cites 12271–12290.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series 12271–12290

Reference 38

Resolution: unresolved; no resolver link, observed 2026-06-29T04:28:49.338641Z

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Unavailable: canonical work link unavailable.

Observation 1fea1b38-338b-460c-bc36-45b321ef0236 · outbound

This paper cites an unresolved cited work.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series Unresolved cited work

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-06-29T04:33:06.372818Z

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 24c8e528-ea18-4f97-9447-e333e3959128 · outbound

This paper cites Zhang, L.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series Zhang, L

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-06-29T04:33:06.380074Z

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 4485541d-d5ea-4ac7-ac02-f0d805334749 · outbound

This paper cites an unresolved cited work.

TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series Unresolved cited work

Reference 41

Resolution: malformed identifier; doi_truncated, observed 2026-06-29T04:33:06.369914Z

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.

Pith citing papers

No inbound Pith citation observations are available.