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Paper Citation Record · LEDGER

Enhancing Transformer Efficiency for Multivariate Time Series Classification

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2203.14472.

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

pith.paper-citation-record.v1
2203.14472 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 2026-08-12T06:34:41.77262+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T11:39:21.218097Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-11T18:16:15.004306Z

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 d0a59339-46ce-4005-a223-29c5eb9e9619 · inbound

Causal and Local Correlations Based Network for Multivariate Time Series Classification cites this paper.

Causal and Local Correlations Based Network for Multivariate Time Series Classification Enhancing Transformer Efficiency for Multivariate Time Series Classification

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-12T11:39:21.218097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:39:21.218097Z digest=sha256:42e4e42e802ec1945c0e20dcea49fbebb4b4f8d2a9084db8b9b7ae444811db8a

Observation 5db92843-5c1c-4fb9-bc11-5e9662ff5a1a · inbound

A Comparative Study of Pruning Methods in Transformer-based Time Series Forecasting cites this paper.

A Comparative Study of Pruning Methods in Transformer-based Time Series Forecasting Enhancing Transformer Efficiency for Multivariate Time Series Classification

Reference 41

Resolution
verified exact
local_arxiv, observed 2026-08-11T13:41:21.297816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T13:41:21.100745Z digest=sha256:93738b78080bfff2ab46ec2e599bd3680b2472199c7e2caa84c07dce7935a8ed