Paper Citation Record · LEDGER

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting

As of 7 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2507.00013.

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

pith.paper-citation-record.v1
2507.00013 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:12:49.757838Z

measured 36 of 36 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

36 of 36 outbound references displayed

verified exact1
verified fuzzy3
unresolved32
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b8832bdc-cd1b-46d0-a4d5-cf2a1af3e38a · outbound

This paper cites an unresolved cited work.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:12:50.406866Z

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.

Observation 2f76107e-a0fe-4e04-b837-3fcfbfc58681 · outbound

This paper cites an unresolved cited work.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:12:50.390800Z

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.

Observation 59307d21-a184-4c9e-b613-7f128a5ef23a · outbound

This paper cites an unresolved cited work.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:12:50.374260Z

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.

Observation f9581c60-f810-401c-9e4a-999cab55c2ba · outbound

This paper cites an unresolved cited work.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:12:50.357542Z

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.

Observation aaa0c998-0443-48f1-8cda-3a63c523e12b · outbound

This paper cites an unresolved cited work.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T04:12:49.106832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ee5d2b7-c55b-4d89-bbf6-0a0e5e74dcbe · outbound

This paper cites an unresolved cited work.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:12:50.331301Z

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.

Observation e22978ad-35d2-4a78-bcd8-a06cbb9b69b5 · outbound

This paper cites an unresolved cited work.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T04:12:49.198080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e9b3022-a7b6-47cf-aeec-60f2a82b5f95 · outbound

This paper cites an unresolved cited work.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:12:50.295590Z

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.

Observation af4dd5c5-0c92-4fd8-b5c5-97e9ee0d92fc · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T04:12:49.287023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f461a65-3dc5-4854-a44f-b94ff93bdcb0 · outbound

This paper cites an unresolved cited work.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:12:50.280375Z

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.

Observation c3a5900d-d083-46d9-871c-0c8b5e6f4605 · outbound

This paper cites an unresolved cited work.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:12:50.264190Z

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.

Observation 576c7ad5-bc4d-41ba-aec7-b8777271694e · outbound

This paper cites an unresolved cited work.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:12:50.248216Z

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.

Observation e80f448e-1af7-4bc9-be5b-62cca7f972da · outbound

This paper cites an unresolved cited work.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:12:50.232197Z

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.

Observation 132f34e9-e45e-4c0b-99dd-f98127bdde1d · outbound

This paper cites an unresolved cited work.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:12:50.215849Z

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.

Observation 1edbbc1f-35cc-4ae7-9b10-dd305dba2cf4 · outbound

This paper cites Ti-MAE: Self-Supervised Masked Time Series Autoencoders.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting Ti-MAE: Self-Supervised Masked Time Series Autoencoders

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T04:12:49.488556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd2386b1-9879-4dcd-ac5f-056a46e60ee4 · outbound

This paper cites an unresolved cited work.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:12:50.200148Z

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.

Observation 9b05c12a-ed8a-4b98-9db2-20d2d20a0920 · outbound

This paper cites an unresolved cited work.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:12:50.184032Z

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.

Observation 3430183b-637a-4edc-be3e-a64fb261ad79 · outbound

This paper cites 1991.Random variables and stochastic processes.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting 1991.Random variables and stochastic processes

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:12:50.166434Z

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.

Observation f6fcb732-1152-4511-bfeb-6e0133ed03a6 · outbound

This paper cites Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T04:12:49.606143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3f99c43-4d1c-4c28-8621-4eebeaedec34 · outbound

This paper cites an unresolved cited work.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:12:50.148698Z

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.

Observation abc7ac76-038e-4515-b758-c16d12aa77ec · outbound

This paper cites 2018.Probability and random processes for electrical and computer engineers.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting 2018.Probability and random processes for electrical and computer engineers

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:12:50.132392Z

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.

Observation 26668685-a957-490f-87cf-0e621e90b7a0 · outbound

This paper cites an unresolved cited work.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:12:50.115905Z

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.

Observation 5953c45c-4f85-498b-982a-5ece5207e5e5 · outbound

This paper cites an unresolved cited work.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:12:50.100120Z

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.

Observation a3f6f4e7-d047-4240-a04e-77db8615ffd6 · outbound

This paper cites an unresolved cited work.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T04:12:49.698587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 833c92ae-4021-4d11-9a12-39fd9892015f · outbound

This paper cites ETSformer: Exponential Smoothing Transformers for Time-series Forecasting.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting ETSformer: Exponential Smoothing Transformers for Time-series Forecasting

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T04:12:49.703499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 105205fe-5de9-48c4-9acb-d99a6fc2ef87 · outbound

This paper cites an unresolved cited work.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T04:12:49.708686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e86938c9-5582-4698-b82b-8a2f6195aca1 · outbound

This paper cites an unresolved cited work.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T04:12:49.713487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 723f1839-f022-4aa0-bfe6-fe516630c7d4 · outbound

This paper cites an unresolved cited work.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T04:12:49.719267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fdc023d-829b-4753-95ff-c02f3b9dfb7b · outbound

This paper cites an unresolved cited work.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T04:12:49.724303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1593a083-5ecd-43d8-a1b2-5f989047605a · outbound

This paper cites an unresolved cited work.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T04:12:49.730752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdb8a5b5-847c-4af8-83df-0494b6735448 · outbound

This paper cites an unresolved cited work.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T04:12:49.735857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac28b8ae-9393-4bd3-bf51-7ed2a412d7fb · outbound

This paper cites an unresolved cited work.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T04:12:49.741272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6da7c40-1379-4dfc-a8fa-e5e911aecf23 · outbound

This paper cites an unresolved cited work.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T04:12:49.746809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc9ce811-941e-4df7-bfff-ef369656a02c · outbound

This paper cites For supervised forecasting baselines, we select SCNN, Times- Net, and ETSformer, as they demonstrate superior performance.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting For supervised forecasting baselines, we select SCNN, Times- Net, and ETSformer, as they demonstrate superior performance

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:12:49.986131Z

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.

Observation f98e7267-a0e8-4b41-8094-1e7efbf239f0 · outbound

This paper cites an unresolved cited work.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting Unresolved cited work

Reference 1990

Resolution: unresolved; no resolver link, observed 2026-08-07T04:12:49.232727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8c886f2-cdf4-42cc-aa70-874c2b9a0d98 · outbound

This paper cites InInternational Conference on Machine Learning.

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting InInternational Conference on Machine Learning

Reference 2022

Resolution: verified exact; raw_fallback, observed 2026-08-07T04:12:49.899235Z

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.

Pith citing papers

No inbound Pith citation observations are available.