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Paper Citation Record · LEDGER

Beyond Data Scarcity: A Frequency-Driven Framework for Zero-Shot Forecasting

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2411.15743.

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

pith.paper-citation-record.v1
2411.15743 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T04:34:24.699433Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T11:58:14.918908Z

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 deaae3d0-5d4a-4fc0-9e9d-9f06cd1233c8 · inbound

A Multi-Task Learning Approach to Linear Multivariate Forecasting cites this paper.

A Multi-Task Learning Approach to Linear Multivariate Forecasting Beyond Data Scarcity: A Frequency-Driven Framework for Zero-Shot Forecasting

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-09T04:34:24.699433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T04:34:24.699433Z digest=sha256:4a263e0815f57a8a2c3cb0398d001d6c692a3ee3dc27f3535fee13c46fe916f7

Observation 1a0af827-3459-42d9-85be-d0510d4510c0 · inbound

XCTFormer: Leveraging Cross-Channel and Cross-Time Dependencies for Enhanced Time-Series Analysis cites this paper.

XCTFormer: Leveraging Cross-Channel and Cross-Time Dependencies for Enhanced Time-Series Analysis Beyond Data Scarcity: A Frequency-Driven Framework for Zero-Shot Forecasting

Reference 60

Resolution
verified exact
arxiv_id, observed 2026-05-20T11:58:14.920339Z

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.

source=arxiv_source observed=2026-05-20T11:56:52.644002Z digest=sha256:56677812e7e7a206c6a81dee25d33d9e7c711902d73e7a3a107e133aca2419bc