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Paper Citation Record · LEDGER

SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2404.14197.

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

pith.paper-citation-record.v1
2404.14197 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:52:48.008175Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

35
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 34b4abc3-1d70-4045-b776-e68b6f83016e · inbound

Non-collective Calibrating Strategy for Time Series Forecasting cites this paper.

Non-collective Calibrating Strategy for Time Series Forecasting SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T12:52:48.008175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:52:48.008175Z digest=sha256:fb251ec078f3ffb06f1ad83e5d591e0b72855567059576fb23e8b82013364687

Observation eec5fe82-5460-4cec-9dcc-9cf58ae167c9 · inbound

TriForecaster: A Mixture of Experts Framework for Multi-Region Electric Load Forecasting with Tri-dimensional Specialization cites this paper.

TriForecaster: A Mixture of Experts Framework for Multi-Region Electric Load Forecasting with Tri-dimensional Specialization SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-05T20:58:02.164127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:58:02.164127Z digest=sha256:49baed3d59cc7a1c48f360641cd462fcd96692d39292efd7cbcf3f6ae870f812

Observation bc8a9025-e187-44a0-a061-fd42e5fa3007 · inbound

MSTN: A Lightweight and Fast Model for General TimeSeries Analysis cites this paper.

MSTN: A Lightweight and Fast Model for General TimeSeries Analysis SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-17T04:39:03.365207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-17T04:34:43.406156Z digest=sha256:d65206593f44e272e5ba685a9a8e502dbbd08b97b1430289aa8da85b0c704a82

Observation 110ed472-a306-4e4f-928b-c77ccd52bc50 · inbound

MSTN: A Lightweight and Fast Model for General TimeSeries Analysis cites this paper.

MSTN: A Lightweight and Fast Model for General TimeSeries Analysis SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-21T18:20:29.072727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-21T18:18:33.265640Z digest=sha256:37f015edbb575b30e010e40994b8c68ae22ae20ec9cd1b3e0f02f1457e0b1d63

Observation 1d907a93-1913-49f6-aed4-d885558f45a2 · inbound

MSTN: A Lightweight and Fast Model for General TimeSeries Analysis cites this paper.

MSTN: A Lightweight and Fast Model for General TimeSeries Analysis SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-03T20:16:43.298949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:16:43.298949Z digest=sha256:3b45dcd7c7dfddd8fc6f9fe33c29e68bc9be14186f799ecf88e503dcd722120a

Observation d1e86e56-e05e-476a-be0b-ae5ee8afd91c · inbound

MICA: Multivariate Infini Compressive Attention for Time Series Forecasting cites this paper.

MICA: Multivariate Infini Compressive Attention for Time Series Forecasting SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion

Reference 19

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T22:55:52.179254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-10T19:27:13.210860Z digest=sha256:6c913d8031e40e6cdefbf6db26033fe0b17630b4969a8e2088041a4e628b0a08

Observation 0a1427b5-4c7e-4c72-8dcc-924b22582b1d · inbound

MICA: Multivariate Infini Compressive Attention for Time Series Forecasting cites this paper.

MICA: Multivariate Infini Compressive Attention for Time Series Forecasting SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion

Reference 19

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T02:11:15.603562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-12T02:10:12.434970Z digest=sha256:35b2727e6bb7d98fd14b4df1078dc7e8170231c69404ecfd3e3cf2ccb3cbeb15

Observation 5c254698-0148-4397-ad14-47156a80137c · inbound

PMDformer: Patch-Mean Decoupling Information Transformer for Long-term Forecasting cites this paper.

PMDformer: Patch-Mean Decoupling Information Transformer for Long-term Forecasting SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion

Reference 6

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T13:19:50.453418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-26T05:22:10.800685Z digest=sha256:a03c5cccf386764c4ea3cc547bf7bd1099ca9a6640e31d6828393d531481f255

Observation 27658bcc-1b01-4d68-959c-f642da140ec8 · inbound

RhyMix: A Lightweight Adaptive Multi-Rhythm Network for Long-Term Time Series Forecasting cites this paper.

RhyMix: A Lightweight Adaptive Multi-Rhythm Network for Long-Term Time Series Forecasting SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-07-10T10:57:05.378167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-11T11:50:26.030339Z digest=sha256:d8ee1b75b2da4076086aebda1e52f0184dabd552313b0c36648834865c92ce19