Paper Citation Record · LEDGER

Scaleformer: Iterative Multi-scale Refining Transformers for Time Series Forecasting

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2206.04038.

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

pith.paper-citation-record.v1
2206.04038 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:46:18.334269Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T06:06:26.918346Z

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 2ab764e6-ba63-4661-882d-995b457955f3 · inbound

Accurate Parameter-Efficient Test-Time Adaptation for Time Series Forecasting cites this paper.

Accurate Parameter-Efficient Test-Time Adaptation for Time Series Forecasting Scaleformer: Iterative Multi-scale Refining Transformers for Time Series Forecasting

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T21:46:18.334269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6084ccce-90ee-4ff1-a934-6e3469674a82 · inbound

The Power of Architecture: Deep Dive into Transformer Architectures for Long-Term Time Series Forecasting cites this paper.

The Power of Architecture: Deep Dive into Transformer Architectures for Long-Term Time Series Forecasting Scaleformer: Iterative Multi-scale Refining Transformers for Time Series Forecasting

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T16:35:24.213037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9da9c0a7-f8f0-45eb-992b-a65b278be7f4 · inbound

Foundation Models for Clean Energy Forecasting: A Comprehensive Review cites this paper.

Foundation Models for Clean Energy Forecasting: A Comprehensive Review Scaleformer: Iterative Multi-scale Refining Transformers for Time Series Forecasting

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-06T11:06:13.901255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3394d7c6-f2d2-4810-aba0-3cd50dda0ef6 · inbound

SEMixer: Semantics Enhanced MLP-Mixer for Multiscale Mixing and Long-term Time Series Forecasting cites this paper.

SEMixer: Semantics Enhanced MLP-Mixer for Multiscale Mixing and Long-term Time Series Forecasting Scaleformer: Iterative Multi-scale Refining Transformers for Time Series Forecasting

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T22:40:05.538270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ff67b46-df9d-44ec-a73f-585065e1c811 · inbound

Amortized Predictability-aware Training Framework for Time Series Forecasting and Classification cites this paper.

Amortized Predictability-aware Training Framework for Time Series Forecasting and Classification Scaleformer: Iterative Multi-scale Refining Transformers for Time Series Forecasting

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T22:41:30.861375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8dc99977-05b3-433c-8ac9-b5f6c7132052 · inbound

LeapTS: Rethinking Time Series Forecasting as Adaptive Multi-Horizon Scheduling cites this paper.

LeapTS: Rethinking Time Series Forecasting as Adaptive Multi-Horizon Scheduling Scaleformer: Iterative Multi-scale Refining Transformers for Time Series Forecasting

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:06:26.928344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.