Paper Citation Record · LEDGER

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting

As of 9 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2608.04051.

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

pith.paper-citation-record.v1
2608.04051 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T00:50:44.775457Z

measured 44 of 44 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 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

44 of 44 outbound references displayed

verified exact0
verified fuzzy18
unresolved25
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3600f90a-d02f-4375-a3a0-e28cd2b632a5 · outbound

This paper cites an unresolved cited work.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T00:50:44.574722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b036d0a9-66c9-4202-a381-160e7f2dbf6c · outbound

This paper cites 2015 , howpublished =.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting 2015 , howpublished =

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T00:50:44.580075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49fa0b33-b082-49ce-8b43-61fa7b43f4c2 · outbound

This paper cites 2024 , howpublished =.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting 2024 , howpublished =

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T00:50:44.586621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4a4beb6-0aa0-4b19-b6dc-304ca620a639 · outbound

This paper cites International Conference on Learning Representations , year=.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting International Conference on Learning Representations , year=

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T00:50:44.591607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d0fda61-3962-4806-92cd-204de1ddb055 · outbound

This paper cites International Conference on Learning Representations , year=.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting International Conference on Learning Representations , year=

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T00:50:44.597423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9d119ff-965e-4db9-94bb-4ad18ed94b7c · outbound

This paper cites an unresolved cited work.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T00:50:44.602576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 362f3d39-d857-4264-ae77-39fe105fa71b · outbound

This paper cites International Conference on Learning Representations , year=.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting International Conference on Learning Representations , year=

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T00:50:44.607447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17989c9b-22dc-4354-954d-beed7620c273 · outbound

This paper cites an unresolved cited work.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T00:50:44.612308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fa54f16-d930-44c0-bde7-714bd3637fcb · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , author=.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting Proceedings of the AAAI Conference on Artificial Intelligence , author=

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:50:45.306096Z

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.

Observation 7b6d90a3-d2c5-4f5c-b7c7-5ea4e723b219 · outbound

This paper cites 2024 , eprint=.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting 2024 , eprint=

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:50:45.289009Z

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.

Observation 6468ac76-3c96-48bd-95fb-4c3cbab4e274 · outbound

This paper cites an unresolved cited work.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T00:50:44.626848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6dda25d-af6a-4adf-ad5f-e57895823e50 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , year=.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting Proceedings of the AAAI Conference on Artificial Intelligence , year=

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:50:45.261150Z

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.

Observation c99a0c34-0e5f-436c-bfbc-a6bd6b88969a · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , author=.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting Proceedings of the AAAI Conference on Artificial Intelligence , author=

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T00:50:44.635274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 457af4df-e435-42a9-84fd-7a07eaeb5840 · outbound

This paper cites 2024 , eprint=.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting 2024 , eprint=

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:50:45.243566Z

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.

Observation ab055bce-1c52-449a-80d9-ad1b7767d4b3 · outbound

This paper cites Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining , year=.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining , year=

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:50:45.227656Z

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.

Observation 6dd58e91-ac88-410f-a287-d6a89a9afaa6 · outbound

This paper cites International Conference on Learning Representations , year=.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting International Conference on Learning Representations , year=

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T00:50:44.649278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91e6bf6a-6b0e-4a07-bc72-2cc65fb02748 · outbound

This paper cites Proceedings of the IEEE , volume=.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting Proceedings of the IEEE , volume=

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-08T00:50:44.654079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc2015cc-9062-4f48-b89a-49a0aa241439 · outbound

This paper cites Advances in Neural Information Processing Systems , year=.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting Advances in Neural Information Processing Systems , year=

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:50:45.190926Z

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.

Observation 8e38c97c-c985-428c-bb94-3eb208173f81 · outbound

This paper cites SIAM review , volume=.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting SIAM review , volume=

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T00:50:44.662915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afb848e3-f544-44b8-ab7c-4e9f1d7be1ab · outbound

This paper cites International Conference on Learning Representations , year=.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting International Conference on Learning Representations , year=

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-08T00:50:44.667318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea22b2ff-6a76-49db-b364-c652d622cba3 · outbound

This paper cites Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-08T00:50:44.671616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed2bb693-3377-4ca7-b2ad-5cb0571fcc53 · outbound

This paper cites Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-08T00:50:44.677168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df8d3555-c2c3-47ab-be93-15b7fd7b312d · outbound

This paper cites Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-08T00:50:44.682441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 877b4027-098a-4030-827f-0ba15da0099e · outbound

This paper cites 2025 , eprint=.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting 2025 , eprint=

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:50:45.154400Z

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.

Observation 15d977a9-f9f1-4de6-9892-8afe4672b2f4 · outbound

This paper cites 2025 , eprint=.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting 2025 , eprint=

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:50:45.139059Z

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.

Observation 06d395aa-f443-4d13-9381-95f46de8148f · outbound

This paper cites 2025 , eprint=.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting 2025 , eprint=

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:50:45.123705Z

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.

Observation fe7c7b14-69b6-485e-b265-a23477b618ef · outbound

This paper cites 2022 , eprint=.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting 2022 , eprint=

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:50:45.108580Z

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.

Observation 359471aa-1f3a-4af6-90d8-3a2a7fa86ffe · outbound

This paper cites 2026 , eprint=.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting 2026 , eprint=

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-08T00:50:44.704137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

This paper cites DEPTS: Deep Expansion Learning for Periodic Time Series Forecasting.

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.

Observation aee802ad-db6c-421b-8edb-8f15b9901193 · outbound

This paper cites SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T00:50:44.713194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c639cbec-439f-4347-b2fa-ec9cca95bbc7 · outbound

This paper cites International Conference on Learning Representations , year=.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting International Conference on Learning Representations , year=

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-08T00:50:44.718306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc36f465-3aac-4272-a43a-aa409bbc2d77 · outbound

This paper cites Pacific-Asia Conference on Knowledge Discovery and Data Mining , pages=.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting Pacific-Asia Conference on Knowledge Discovery and Data Mining , pages=

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:50:45.070440Z

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.

Observation 3a3fdc9a-0af1-40db-94ba-d81c08cea8e0 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting Advances in Neural Information Processing Systems , volume=

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-08T00:50:44.728104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dcafd59-b6c3-4fd0-bd0b-c96ef7b7ccb7 · outbound

This paper cites 2023 , eprint=.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting 2023 , eprint=

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-08T00:50:44.732705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2b0e8eb-9b01-459e-9eff-4bda582e20bd · outbound

This paper cites 2023 , eprint=.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting 2023 , eprint=

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:50:45.030117Z

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.

Observation 97913ad5-bc1b-4faf-8f5c-5a5dca5b4496 · outbound

This paper cites 2022 , eprint=.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting 2022 , eprint=

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-08T00:50:44.741711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a61ca1d7-5939-4e3e-a49c-dac3df7b601d · outbound

This paper cites 2022 , eprint=.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting 2022 , eprint=

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:50:45.002766Z

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.

Observation 5b3ae729-0b76-41a9-85cb-7a64c8d63ade · outbound

This paper cites an unresolved cited work.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting Unresolved cited work

Reference 38

Resolution: parse uncertain; no resolver link, observed 2026-08-08T00:50:44.750056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd956ed7-3571-43f8-840c-7803a5b78c9b · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting Advances in Neural Information Processing Systems , volume=

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:50:44.976881Z

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.

Observation d4a1a27e-562e-4240-ac5d-b85ecde71af6 · outbound

This paper cites 2024 , eprint=.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting 2024 , eprint=

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:50:44.961927Z

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.

Observation 86acc64c-cf4d-47e2-9f1f-a6fad3c77a91 · outbound

This paper cites 2024 , eprint=.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting 2024 , eprint=

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:50:44.947385Z

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.

Observation aae9452e-058d-4ad6-a3f8-b5dcbdaeef82 · outbound

This paper cites 2023 , eprint=.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting 2023 , eprint=

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:50:44.932787Z

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.

Observation c0f0ade2-65f8-43cc-b0e6-7b2872c9ddc9 · outbound

This paper cites 2019 , eprint=.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting 2019 , eprint=

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-08T00:50:44.771439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9340220-4b3a-4d3b-a0bb-b1423d374a65 · outbound

This paper cites Proceedings of the 9th Machine Learning for Healthcare Conference , series =.

CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting Proceedings of the 9th Machine Learning for Healthcare Conference , series =

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:50:44.907119Z

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.

Pith citing papers

No inbound Pith citation observations are available.