Paper Citation Record · LEDGER

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition

As of 11 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2412.17323.

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

pith.paper-citation-record.v1
2412.17323 v3

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:42:17.510388Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

32 of 32 outbound references displayed

verified exact0
verified fuzzy1
unresolved31
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 15aac77e-132d-45d3-856c-8193cea5650e · outbound

This paper cites , " * write output.state after.block = add.period write newline.

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T05:42:17.207281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb605970-3a36-4ddc-9c55-2a4ae9949fb3 · outbound

This paper cites write newline.

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T05:42:17.213887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 336781a0-aea1-4084-8d44-edf9bf0abc3c · outbound

This paper cites an unresolved cited work.

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:42:18.296578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2218787f-d63c-46c1-92d0-a3548dd96b65 · outbound

This paper cites E.; Jenkins, G.

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition E.; Jenkins, G

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T05:42:17.233663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a098edf-152b-4ed7-aa19-47396006e5d7 · outbound

This paper cites A.; and Fuller, W.

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition A.; and Fuller, W

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:42:18.248877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2c724baf-4789-44b2-9532-8be7d902b359 · outbound

This paper cites an unresolved cited work.

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T05:42:17.254153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6afb9d28-9522-41c9-b25b-b607c974326a · outbound

This paper cites an unresolved cited work.

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:42:18.214512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5da67de9-88d0-4d6f-b309-b0d2ba115e68 · outbound

This paper cites The Capacity and Robustness Trade-off: Revisiting the Channel Independent Strategy for Multivariate Time Series Forecasting.

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition The Capacity and Robustness Trade-off: Revisiting the Channel Independent Strategy for Multivariate Time Series Forecasting

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T05:42:17.281798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87e84f47-6164-4890-aa23-baa36e7284f8 · outbound

This paper cites Gaussian Error Linear Units (GELUs).

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition Gaussian Error Linear Units (GELUs)

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T05:42:17.293638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d88a4e2c-b43e-49ef-997f-6a81e563d454 · outbound

This paper cites MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications.

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T05:42:17.298790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cc37679-0dfa-4688-86ce-17957fec48c2 · outbound

This paper cites an unresolved cited work.

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T05:42:17.306626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e716691d-c677-48dd-8e09-e568c35586d2 · outbound

This paper cites an unresolved cited work.

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T05:42:17.313351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a58edd5f-09ea-414d-a618-574fa9d4a18e · outbound

This paper cites an unresolved cited work.

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T05:42:17.323642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 810f7d19-0f22-4ac7-b08c-627a9ded81b5 · outbound

This paper cites an unresolved cited work.

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T05:42:17.334963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96a85739-0b71-4913-ae1e-4e58ea76073d · outbound

This paper cites Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping.

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T05:42:17.347435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a03e13d-0c8b-493b-914d-9be5ff1eb6a6 · outbound

This paper cites an unresolved cited work.

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T05:42:17.363061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d528ee6d-2882-413b-b172-e8526295c52d · outbound

This paper cites an unresolved cited work.

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T05:42:17.376526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9920cc52-efce-4c7f-b60f-5c51ebdb59f7 · outbound

This paper cites Nguyen, N.; Sinthong, P.; and Kalagnanam, J.

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition Nguyen, N.; Sinthong, P.; and Kalagnanam, J

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T05:42:17.383508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56de13e2-9b82-42f2-b1c4-a17ad829d2a6 · outbound

This paper cites an unresolved cited work.

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T05:42:17.390150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 341df09c-c3db-4920-9b46-275541fcd37d · outbound

This paper cites an unresolved cited work.

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:42:18.037518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6127eb4b-2124-46e1-b66e-89b4eb03f0a1 · outbound

This paper cites N.; Kaiser, .; and Polosukhin, I.

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition N.; Kaiser, .; and Polosukhin, I

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T05:42:17.410864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2742b1d7-c408-4c5a-997b-a4d24e4a2a92 · outbound

This paper cites an unresolved cited work.

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T05:42:17.416803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b64678e-7cf3-47b2-b5b5-ad4b14d0d7d3 · outbound

This paper cites TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting.

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T05:42:17.423683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3e432d7-36eb-4062-bfd8-0506da91d31f · outbound

This paper cites an unresolved cited work.

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:42:17.977227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b94d1ce6-5989-484b-a7c4-38ff095e403d · outbound

This paper cites Transformers in Time Series: A Survey.

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition Transformers in Time Series: A Survey

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T05:42:17.436450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 110c0216-51e0-443d-9e0f-b1dd614e8cfc · outbound

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

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition ETSformer: Exponential Smoothing Transformers for Time-series Forecasting

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T05:42:17.463200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18f6420b-1889-4d4f-8c3d-93f9c34bdb76 · outbound

This paper cites an unresolved cited work.

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T05:42:17.470524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c55b6e99-4e24-47b9-b9d9-b3549047318d · outbound

This paper cites an unresolved cited work.

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T05:42:17.478526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 327817a0-175d-4849-b3aa-28c27b980dbc · outbound

This paper cites an unresolved cited work.

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T05:42:17.487642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5447968-0193-4537-a15d-a136ed024208 · outbound

This paper cites an unresolved cited work.

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T05:42:17.495733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77f0c169-9d70-43ed-a0d0-95361227faaa · outbound

This paper cites an unresolved cited work.

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T05:42:17.503044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 861cbb5d-7c3f-4a4f-83fa-3b5cecd6bd6d · outbound

This paper cites an unresolved cited work.

xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T05:42:17.510388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.