Paper Citation Record · LEDGER

Frequency-Constrained Learning for Long-Term Forecasting

As of 9 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2508.01508.

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

pith.paper-citation-record.v1
2508.01508 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T05:39:42.896996Z

measured 35 of 35 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 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

35 of 35 outbound references displayed

verified exact0
verified fuzzy8
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dc4f18b0-67e4-4e3c-9aee-d345507c5ac0 · outbound

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

Frequency-Constrained Learning for Long-Term Forecasting , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T05:39:39.035787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e9d70c0-74f8-4ef7-8782-fe7474f315cd · outbound

This paper cites write newline.

Frequency-Constrained Learning for Long-Term Forecasting write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T05:39:39.119561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0149542b-77fa-42d9-8a20-06b906a54d02 · outbound

This paper cites an unresolved cited work.

Frequency-Constrained Learning for Long-Term Forecasting Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:39:46.822069Z

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.

Observation 19747b41-c354-49ca-be7e-8a2ffb251e85 · outbound

This paper cites L.; Proctor, J.

Frequency-Constrained Learning for Long-Term Forecasting L.; Proctor, J

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:39:46.644442Z

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.

Observation 7ad63680-f15c-4135-ab75-c027d946c1bb · outbound

This paper cites B.; Cleveland, W.

Frequency-Constrained Learning for Long-Term Forecasting B.; Cleveland, W

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:39:46.556717Z

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.

Observation 3191bda2-6222-452c-ae3d-ef321334a189 · outbound

This paper cites Time Series Diffusion in the Frequency Domain.

Frequency-Constrained Learning for Long-Term Forecasting Time Series Diffusion in the Frequency Domain

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T05:39:39.502582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4912e62-8cf3-413c-8675-091ed32d7de9 · outbound

This paper cites an unresolved cited work.

Frequency-Constrained Learning for Long-Term Forecasting Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:39:46.390675Z

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.

Observation 10ec4b5a-49de-4b3e-bc2a-9d9eb620f18c · outbound

This paper cites an unresolved cited work.

Frequency-Constrained Learning for Long-Term Forecasting Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:39:46.184800Z

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.

Observation 8aaa73a6-477d-48c2-a218-6208b4c92cdb · outbound

This paper cites V.; Gehrke, J.; Labrinidis, A.; Papakonstantinou, Y.; Patel, J.

Frequency-Constrained Learning for Long-Term Forecasting V.; Gehrke, J.; Labrinidis, A.; Papakonstantinou, Y.; Patel, J

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:39:45.966314Z

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.

Observation de4c4b6f-bdd5-4132-8e76-1c702c3cdf61 · outbound

This paper cites Time-LLM: Time Series Forecasting by Reprogramming Large Language Models.

Frequency-Constrained Learning for Long-Term Forecasting Time-LLM: Time Series Forecasting by Reprogramming Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T05:39:39.855625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc38b63d-0bd8-40c4-a524-d7ebcf27d952 · outbound

This paper cites Time2Vec: Learning a Vector Representation of Time.

Frequency-Constrained Learning for Long-Term Forecasting Time2Vec: Learning a Vector Representation of Time

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T05:39:39.905194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb71e1e2-cf18-4eb1-8544-f008382d63e4 · outbound

This paper cites an unresolved cited work.

Frequency-Constrained Learning for Long-Term Forecasting Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:39:45.749045Z

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.

Observation 145dc751-e6f8-4e5e-b8df-88f380a5c625 · outbound

This paper cites Dynamic Modes as Time Representation for Spatiotemporal Forecasting.

Frequency-Constrained Learning for Long-Term Forecasting Dynamic Modes as Time Representation for Spatiotemporal Forecasting

Reference 13

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T05:39:43.125770Z

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.

Observation 0307f265-d5e0-44d8-a6b4-6d9caa6244ab · outbound

This paper cites L.; and Kutz, J.

Frequency-Constrained Learning for Long-Term Forecasting L.; and Kutz, J

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:39:45.619618Z

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.

Observation 59d37c9d-7109-445d-a5c8-9bf2951ba047 · outbound

This paper cites an unresolved cited work.

Frequency-Constrained Learning for Long-Term Forecasting Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:39:45.493368Z

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.

Observation 338c5572-83b9-429a-a1b6-d0344ccb7002 · outbound

This paper cites an unresolved cited work.

Frequency-Constrained Learning for Long-Term Forecasting Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:39:45.373158Z

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.

Observation 2e13fc10-06a2-4f2c-9a09-5cb89cdac7b3 · outbound

This paper cites an unresolved cited work.

Frequency-Constrained Learning for Long-Term Forecasting Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:39:45.250133Z

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.

Observation 9b028941-3ac7-4fda-bafd-e9feb4f0e541 · outbound

This paper cites an unresolved cited work.

Frequency-Constrained Learning for Long-Term Forecasting Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:39:45.096184Z

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.

Observation c053796a-e472-4680-aa42-b148eab89812 · outbound

This paper cites P.; van Straaten, C.; O, S.; Mamalakis, A.; Cavicchia, L.; Coumou, D.; de Luca, P.; Kretschmer, M.; and Donat, M.

Frequency-Constrained Learning for Long-Term Forecasting P.; van Straaten, C.; O, S.; Mamalakis, A.; Cavicchia, L.; Coumou, D.; de Luca, P.; Kretschmer, M.; and Donat, M

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:39:44.986813Z

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.

Observation e3c2aa4f-9675-4237-8e92-1540c3bd0426 · outbound

This paper cites an unresolved cited work.

Frequency-Constrained Learning for Long-Term Forecasting Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T05:39:40.866957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf4041ee-1669-49b6-9861-121140d29f60 · outbound

This paper cites an unresolved cited work.

Frequency-Constrained Learning for Long-Term Forecasting Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:39:44.814368Z

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.

Observation 212fb30a-c220-41b9-8256-88612d518f5f · outbound

This paper cites Self-Attention with Relative Position Representations.

Frequency-Constrained Learning for Long-Term Forecasting Self-Attention with Relative Position Representations

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T05:39:41.129290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2c966a5-6a31-490d-b919-bf4857dc9df0 · outbound

This paper cites H.; and Stoffer, D.

Frequency-Constrained Learning for Long-Term Forecasting H.; and Stoffer, D

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:39:44.666530Z

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.

Observation b0c20160-3b15-4976-ae2d-da4ccaa23500 · outbound

This paper cites an unresolved cited work.

Frequency-Constrained Learning for Long-Term Forecasting Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T05:39:41.398104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9743e2b8-9c79-475e-afaf-c7adc10db79a · outbound

This paper cites an unresolved cited work.

Frequency-Constrained Learning for Long-Term Forecasting Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T05:39:41.528017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58fcda76-7476-436c-8496-7b921f4fe127 · outbound

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

Frequency-Constrained Learning for Long-Term Forecasting N.; Kaiser, L.; and Polosukhin, I

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:39:44.458840Z

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.

Observation c45ca006-ad87-476d-b3c4-e6f0f1593e85 · outbound

This paper cites an unresolved cited work.

Frequency-Constrained Learning for Long-Term Forecasting Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:39:44.229203Z

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.

Observation 221e47e7-d658-4486-be09-4212fdac83f7 · outbound

This paper cites ETSformer: Exponential Smoothing Transformers for Time-series Forecasting.

Frequency-Constrained Learning for Long-Term Forecasting ETSformer: Exponential Smoothing Transformers for Time-series Forecasting

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T05:39:42.032231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 730459b8-5bd6-4f99-8d4e-72d9433f7196 · outbound

This paper cites TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis.

Frequency-Constrained Learning for Long-Term Forecasting TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T05:39:42.153806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d93fd08-2d36-4250-a1a1-932cb175b982 · outbound

This paper cites an unresolved cited work.

Frequency-Constrained Learning for Long-Term Forecasting Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T05:39:42.268166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdb06873-4692-4c6a-9b6f-9e4a11b50098 · outbound

This paper cites an unresolved cited work.

Frequency-Constrained Learning for Long-Term Forecasting Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:39:44.081219Z

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.

Observation b8266580-f872-4a0e-86c3-f79d0dfdfa3e · outbound

This paper cites an unresolved cited work.

Frequency-Constrained Learning for Long-Term Forecasting Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:39:43.829100Z

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.

Observation bd2dd737-570d-4b3f-95c6-59019cacb3fe · outbound

This paper cites Z.; Choi, S.; and Sun, L.

Frequency-Constrained Learning for Long-Term Forecasting Z.; Choi, S.; and Sun, L

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:39:43.656878Z

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.

Observation f00ecf01-beb5-4d89-8a01-500dcfd72bb4 · outbound

This paper cites an unresolved cited work.

Frequency-Constrained Learning for Long-Term Forecasting Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:39:43.487409Z

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.

Observation 4e71d8dc-288f-4f04-9094-332330ccf921 · outbound

This paper cites an unresolved cited work.

Frequency-Constrained Learning for Long-Term Forecasting Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:39:43.324461Z

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.

Pith citing papers

No inbound Pith citation observations are available.