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Paper Citation Record · LEDGER

DEPTS: Deep Expansion Learning for Periodic Time Series Forecasting

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2203.07681.

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

pith.paper-citation-record.v1
2203.07681 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T00:50:44.708565Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T21:07:12.876026Z

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 ff4e317e-5396-49d8-b325-ad52ff6a793e · inbound

Neural Functions for Learning Periodic Signal cites this paper.

Neural Functions for Learning Periodic Signal DEPTS: Deep Expansion Learning for Periodic Time Series Forecasting

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T04:53:32.948278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:53:32.948278Z digest=sha256:09e7aad06e31ae7028c9d93e0b214f53016f897a5b884dc45ad441667a60c00b

Observation f15d2809-b955-4430-94ae-b4eccbdfa013 · inbound

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications cites this paper.

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications DEPTS: Deep Expansion Learning for Periodic Time Series Forecasting

Reference 34

Resolution
verified exact
local_arxiv, observed 2026-08-06T21:07:12.879987Z

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=pdf_text observed=2026-08-06T21:07:05.834302Z digest=sha256:1a95a166273e3bbe4a072a27b33da0583b3958d6aa687ebfc7abd032c0610ebe

Observation 9e5b804b-8bbd-4d41-861b-6b59b8b04ae4 · inbound

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting cites this paper.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting DEPTS: Deep Expansion Learning for Periodic Time Series Forecasting

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-08T00:50:44.708565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T00:50:44.708565Z digest=sha256:79278e497c40fb43963187025ee5457d91c52ef6b88e124debe20eb64837c085