Paper Citation Record · LEDGER

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting

As of 10 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2501.19065.

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

pith.paper-citation-record.v1
2501.19065 v2

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T21:31:36.086119Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

47 of 47 outbound references displayed

verified exact0
verified fuzzy4
unresolved43
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 78c0e5fb-7e36-4b35-90c6-c8584e8ad895 · outbound

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

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-09T21:31:35.860990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 693256a4-56e1-413e-9dc1-2531e3428c00 · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:31:36.783997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5bbe8bc5-8991-411b-958e-d0b2d0ae3827 · outbound

This paper cites Long-term Forecasting with TiDE: Time-series Dense Encoder.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Long-term Forecasting with TiDE: Time-series Dense Encoder

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-09T21:31:35.872007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4855f452-36b1-470e-9a11-00bf0405595d · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:31:36.769221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ac76f124-6d46-4d50-9fce-c6f147d05ecd · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:31:36.754202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ca8df63f-8646-4bb3-bb63-51a15257afaf · outbound

This paper cites TSLANet: Rethinking Transformers for Time Series Representation Learning.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting TSLANet: Rethinking Transformers for Time Series Representation Learning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T21:31:35.888469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87fc173a-eee7-41ac-ad91-966b1e5ebdcc · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:31:36.739641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3e3f6e6e-4cc9-456e-9361-ba6889dff190 · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:31:36.724344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4b5deabd-fb55-4514-a5b9-19dcd8ccff09 · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-09T21:31:35.904252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cf56b0a-d1cb-4788-9a81-481f2250c5cf · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:31:36.698089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ae965e05-566e-47ab-8b31-8c4ce097efc0 · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:31:36.683536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b55408b5-6863-45c0-92a1-f209f097e089 · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:31:36.668183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8f337707-078f-4e4a-a344-8cfac8d257a7 · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:31:36.653146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 13e43f1c-1be5-4757-b77c-0829b68efb4c · outbound

This paper cites Y.; Shi, X.; Chen, P.-Y.; Liang, Y.; Li, Y.-F.; Pan, S.; and Wen, Q.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Y.; Shi, X.; Chen, P.-Y.; Liang, Y.; Li, Y.-F.; Pan, S.; and Wen, Q

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:31:36.637922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7a3777c8-8e38-42d2-bdea-abca86f1d37d · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-09T21:31:35.934165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca7651a8-7af0-494a-b07c-c346fcbe6a54 · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-09T21:31:35.938929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9b5f18d-2449-4a88-913f-f86f4f646fd2 · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:31:36.604766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d50fcc5c-258c-4bd6-b394-3dc5f456003e · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:31:36.590468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 74122fb2-e4f5-4bca-aa8d-97c648c22b55 · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:31:36.576093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e5a8388e-f718-4e90-800d-65e916db6847 · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:31:36.561363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 69f1ae78-7f39-46cf-a1ff-ec5aac624d1d · outbound

This paper cites X.; and Dustdar, S.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting X.; and Dustdar, S

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:31:36.545839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b6c88cdf-922c-4e74-b13a-5f4ef64b7f03 · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:31:36.529133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0cf41ca8-8c54-4f8c-add0-95bc7b9f1069 · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:31:36.514136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b31c72b6-f8dd-4086-abf7-e949a80c65d4 · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:31:36.499032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 02306f5c-ea1e-40d1-801f-2ad626cfea85 · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:31:36.483681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 47ea10b5-48be-4fe0-9cdf-fd26c9a9ed7d · outbound

This paper cites H.; Sinthong, P.; and Kalagnanam, J.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting H.; Sinthong, P.; and Kalagnanam, J

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:31:36.468616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a035d09f-64a4-41fa-b67b-acf2f5617117 · outbound

This paper cites N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting N-BEATS: Neural basis expansion analysis for interpretable time series forecasting

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-09T21:31:35.991156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c87802b-a7d9-4da4-ad9b-cb4ffd16c489 · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-09T21:31:35.996333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14e0c2d1-df86-415b-a646-7a8e9c2b3a91 · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:31:36.443028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8b0f5297-f721-4891-adc4-cd397aa42070 · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:31:36.428426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 827077db-1a91-488f-b256-6e7149c83aca · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-09T21:31:36.010984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93700d95-6ebf-4bf3-8177-e1ce8d538dc4 · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:31:36.404033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1403219f-f537-494b-a1e1-ffab4fcd4e1b · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:31:36.389244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d7c78702-f05b-4066-b565-29c26523d46c · outbound

This paper cites Y.; and ZHOU, J.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Y.; and ZHOU, J

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:31:36.374000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ad69da57-23e5-44f7-b05c-a44bb88e8c2a · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-09T21:31:36.029554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd9fcb1f-8469-4129-8dfc-81c1634bd359 · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:31:36.349187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 04d524e0-f554-40cd-95f6-2ce1adb025ef · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:31:36.333456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7de87861-a30f-4239-b78b-e28c3a5d9477 · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:31:36.317185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation eca0a3b7-739c-421d-9ffb-ff8c4797b632 · outbound

This paper cites FITS: Modeling Time Series with $10k$ Parameters.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting FITS: Modeling Time Series with $10k$ Parameters

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-09T21:31:36.048343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2b2f335-b91c-442c-8483-d4e4ba432195 · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:31:36.301931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3ac86589-6b5a-4849-9a4e-616e0c6be5e2 · outbound

This paper cites Edge-Varying Fourier Graph Networks for Multivariate Time Series Forecasting.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Edge-Varying Fourier Graph Networks for Multivariate Time Series Forecasting

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-09T21:31:36.057650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e014cff-78cb-4bd9-9827-49f30f9b8c07 · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:31:36.287282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2c5f1c21-c486-4990-b01e-5e775afc80b2 · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:31:36.271932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6818cafc-f83c-4053-9b28-2727e100df0f · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:31:36.256482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 00fd3570-ad4f-43c8-b93c-9e8333856bf9 · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-09T21:31:36.076734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac3b4565-71b4-44fa-9054-6d71e10537d2 · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:31:36.232392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9ee581ec-c2a1-4b57-a17f-3af482518364 · outbound

This paper cites an unresolved cited work.

BEAT: Balanced Frequency Adaptive Tuning for Long-Term Time-Series Forecasting Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:31:36.216771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.