Paper Citation Record · LEDGER

PMDformer: Patch-Mean Decoupling Information Transformer for Long-term Forecasting

As of 4 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2606.26549.

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

pith.paper-citation-record.v1
2606.26549 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-26T05:22:10.800685Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+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

16 of 16 outbound references displayed

verified exact9
verified fuzzy0
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 87de82d4-f753-40cd-8c11-19363f3df6c2 · outbound

This paper cites Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting.

PMDformer: Patch-Mean Decoupling Information Transformer for Long-term Forecasting Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T13:19:50.456226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation b054f732-66ea-49a8-a896-25f978ebc9f1 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

PMDformer: Patch-Mean Decoupling Information Transformer for Long-term Forecasting An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-07-04T13:19:50.469197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ce0dc290-ccf5-4672-bf0c-429cfc963bfc · outbound

This paper cites TSLANet: Rethinking Transformers for Time Series Representation Learning.

PMDformer: Patch-Mean Decoupling Information Transformer for Long-term Forecasting TSLANet: Rethinking Transformers for Time Series Representation Learning

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-07-04T13:19:50.474622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 2f45ea13-cf65-4874-a41b-d9cfa9425a10 · outbound

This paper cites PatchMixer: A Patch-Mixing Architecture for Long-Term Time Series Forecasting.

PMDformer: Patch-Mean Decoupling Information Transformer for Long-term Forecasting PatchMixer: A Patch-Mixing Architecture for Long-Term Time Series Forecasting

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-07-04T13:19:50.477342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation fdd692a1-9ec0-403f-9248-ebeb0412be12 · outbound

This paper cites Attention based spatial- temporal graph convolutional networks for traffic flow forecasting.Proceedings of the AAAI Conference on Artificial Intelligence,.

PMDformer: Patch-Mean Decoupling Information Transformer for Long-term Forecasting Attention based spatial- temporal graph convolutional networks for traffic flow forecasting.Proceedings of the AAAI Conference on Artificial Intelligence,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-26T05:22:10.800685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

This paper cites SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion.

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 2026-08-04T06:34:03.388597+00:00.

Observation f70dd286-5fce-46c6-8d5e-ab81a5e9fdc0 · outbound

This paper cites FinTSB: A Comprehensive and Practical Benchmark for Financial Time Series Forecasting.

PMDformer: Patch-Mean Decoupling Information Transformer for Long-term Forecasting FinTSB: A Comprehensive and Practical Benchmark for Financial Time Series Forecasting

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-07-04T13:19:50.461231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a58cf285-04fd-4237-98ae-8d9de559b7c4 · outbound

This paper cites Time-LLM: Time Series Forecasting by Reprogramming Large Language Models.

PMDformer: Patch-Mean Decoupling Information Transformer for Long-term Forecasting Time-LLM: Time Series Forecasting by Reprogramming Large Language Models

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-07-04T13:19:50.471853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a1308483-a34d-4f71-bd99-e53371feeb09 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

PMDformer: Patch-Mean Decoupling Information Transformer for Long-term Forecasting Adam: A Method for Stochastic Optimization

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-07-04T13:19:50.463771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c2146b9e-4a46-46de-b9b8-c08de86f6842 · outbound

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

PMDformer: Patch-Mean Decoupling Information Transformer for Long-term Forecasting Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-07-04T13:19:50.458853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 747f5123-0459-4a72-838f-2ba75b96be5c · outbound

This paper cites Timer: Generative Pre-trained Transformers Are Large Time Series Models.

PMDformer: Patch-Mean Decoupling Information Transformer for Long-term Forecasting Timer: Generative Pre-trained Transformers Are Large Time Series Models

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-07-04T13:19:50.479908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a0540ad5-c773-4c3b-a9c3-30e344bb64a0 · outbound

This paper cites TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods.

PMDformer: Patch-Mean Decoupling Information Transformer for Long-term Forecasting TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-07-04T13:19:50.466605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 40ec4b7e-f2fc-48e4-a8e1-fb72b00fb122 · outbound

This paper cites Deep Time Series Models: A Comprehensive Survey and Benchmark.

PMDformer: Patch-Mean Decoupling Information Transformer for Long-term Forecasting Deep Time Series Models: A Comprehensive Survey and Benchmark

Reference 13

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T13:19:50.482307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9c739e5b-ef3e-40cb-a48b-1b6ff6956fa0 · outbound

This paper cites Unified training of universal time series forecasting transformers.

PMDformer: Patch-Mean Decoupling Information Transformer for Long-term Forecasting Unified training of universal time series forecasting transformers

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-26T05:22:10.800685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f6050fc-ed92-4f5d-926f-03019391f9ce · outbound

This paper cites an unresolved cited work.

PMDformer: Patch-Mean Decoupling Information Transformer for Long-term Forecasting Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-26T05:22:10.800685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77bf0dfa-54f0-4b5e-889f-bad617a8c985 · outbound

This paper cites an unresolved cited work.

PMDformer: Patch-Mean Decoupling Information Transformer for Long-term Forecasting Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-26T05:22:10.800685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.