Paper Citation Record · LEDGER

FreDF: Learning to Forecast in the Frequency Domain

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2402.02399.

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

pith.paper-citation-record.v1
2402.02399 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 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 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T15:58:14.735410Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T13:06:23.940383Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation d19918a5-0123-46be-b062-d6a44b67d250 · inbound

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting cites this paper.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting FreDF: Learning to Forecast in the Frequency Domain

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T15:58:14.735410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac462b1b-a1ab-4d0c-9265-a7ee475210a7 · inbound

TimeCF: A TimeMixer-Based Model with adaptive Convolution and Sharpness-Aware Minimization Frequency Domain Loss for long-term time seris forecasting cites this paper.

TimeCF: A TimeMixer-Based Model with adaptive Convolution and Sharpness-Aware Minimization Frequency Domain Loss for long-term time seris forecasting FreDF: Learning to Forecast in the Frequency Domain

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T14:48:13.324794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c66027c-5bf5-4b57-9c28-7deabb07c3d9 · inbound

KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecasting cites this paper.

KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecasting FreDF: Learning to Forecast in the Frequency Domain

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T05:02:42.677549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01d428bf-8c0d-4d78-bcbb-f76c0f3977be · inbound

ReNF: Rethinking the Design of Neural Long-Term Time Series Forecasters cites this paper.

ReNF: Rethinking the Design of Neural Long-Term Time Series Forecasters FreDF: Learning to Forecast in the Frequency Domain

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-18T13:06:23.943680Z

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 99e109fb-5398-41d4-af23-4df5c4d5f342 · inbound

Dual-Prototype Disentanglement: A Context-Aware Enhancement Framework for Time Series Forecasting cites this paper.

Dual-Prototype Disentanglement: A Context-Aware Enhancement Framework for Time Series Forecasting FreDF: Learning to Forecast in the Frequency Domain

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T08:34:27.084596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc0716bb-69f5-4bb8-99d5-a781785cac15 · inbound

From Observations to States: Latent Time Series Forecasting cites this paper.

From Observations to States: Latent Time Series Forecasting FreDF: Learning to Forecast in the Frequency Domain

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-16T09:07:39.312935Z

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 38024d40-185a-43af-b311-1a594a3027cb · inbound

AdaMamba: Adaptive Frequency-Gated Mamba for Long-Term Time Series Forecasting cites this paper.

AdaMamba: Adaptive Frequency-Gated Mamba for Long-Term Time Series Forecasting FreDF: Learning to Forecast in the Frequency Domain

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:41:12.446397Z

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.