Paper Citation Record · LEDGER

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain

As of 16 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 2 inbound Pith citation observations for arXiv:2505.08550.

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

pith.paper-citation-record.v1
2505.08550 v2

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:25:59.314306Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-18T13:03:25.032299Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T13:06:23.983133Z

Reference resolution

36 of 36 outbound references displayed

verified exact1
verified fuzzy15
unresolved13
parse uncertain0
malformed identifier7
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 99306908-d584-433d-9e78-ea5b8834aad4 · outbound

This paper cites an unresolved cited work.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:25:59.599577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7a52c571-51f0-4b01-9857-9d7eeca8e908 · outbound

This paper cites 2024a FilterNet 2024a FITS 2024 DLinear 2023 TimeMix.++ 2025a Leddam 2024 CARD 2024b Fredformer 2024 iTrans.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain 2024a FilterNet 2024a FITS 2024 DLinear 2023 TimeMix.++ 2025a Leddam 2024 CARD 2024b Fredformer 2024 iTrans

Reference 3

Resolution: malformed identifier; raw_fallback, observed 2026-08-15T22:25:59.585195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9e3fe355-d3d3-41ca-803e-9bd9c5bc2e75 · outbound

This paper cites Long-term Forecasting with TiDE: Time-series Dense Encoder.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain Long-term Forecasting with TiDE: Time-series Dense Encoder

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T22:25:59.033101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3b01941-091e-4600-9559-b626e5141390 · outbound

This paper cites an unresolved cited work.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:25:59.553780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cda8bfef-dd7c-4043-a9d8-1dad8bf22e47 · outbound

This paper cites Chronos: Learning the Language of Time Series.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain Chronos: Learning the Language of Time Series

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T22:25:59.042795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0ffa7ab-d779-4081-8abb-a0ca70a42715 · outbound

This paper cites Standard deviations are calculated over seven random seeds.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain Standard deviations are calculated over seven random seeds

Reference 7

Resolution: malformed identifier; raw_fallback, observed 2026-08-15T22:25:59.521055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation aeea3ef3-a97b-48e3-91a8-6e22e45d65d0 · outbound

This paper cites 2017 Reformer 2020 Flowformer 2022 Flashformer 2022 FLatten 2023 Mamba 2023 Lin.Attn.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain 2017 Reformer 2020 Flowformer 2022 Flashformer 2022 FLatten 2023 Mamba 2023 Lin.Attn

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:25:59.537285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a874552e-5b25-4255-a827-cc40e5e5dd01 · outbound

This paper cites We can observe that the Jacobian matrix is a function of c.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain We can observe that the Jacobian matrix is a function of c

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:25:59.859566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 73d84986-e2d8-4014-a4cb-dc146121f7c7 · outbound

This paper cites an unresolved cited work.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:25:59.845573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation fbdd20e0-d9bf-45ea-8644-d5e6de558e30 · outbound

This paper cites an unresolved cited work.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:25:59.805376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 56c981ab-e309-4496-acd0-fd13290a1660 · outbound

This paper cites The block numberL is chosen from{1, 2, 3}.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain The block numberL is chosen from{1, 2, 3}

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:25:59.642466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8c078dc5-076f-49ef-bf6d-549d4209fd63 · outbound

This paper cites • METR-LA 2 collects traffic network data in Los Angeles every 5 minutes from March to June.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain • METR-LA 2 collects traffic network data in Los Angeles every 5 minutes from March to June

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:25:59.752158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation bdce2462-7f51-4ecd-973b-0d39510fca20 · outbound

This paper cites an unresolved cited work.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:25:59.711704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ce205a15-f9ee-40e1-8753-eef46d029447 · outbound

This paper cites from January 2005 to June.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain from January 2005 to June

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:25:59.698325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 68248fcc-6634-421f-96a1-148e77d71e1a · outbound

This paper cites • Power contains daily wind and solar energy production (in MW) records for the French grid from April 2020 to June.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain • Power contains daily wind and solar energy production (in MW) records for the French grid from April 2020 to June

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:25:59.683814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 81a5f334-f66b-494c-a3dd-e6e647dce3ac · outbound

This paper cites • Website 7 contains six years of daily visit data (e.g., first-time and returning visits) to an academic website, spanning from September 2014 to August.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain • Website 7 contains six years of daily visit data (e.g., first-time and returning visits) to an academic website, spanning from September 2014 to August

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:25:59.669494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1bd4289e-7e86-4d6d-ac51-994d6c035436 · outbound

This paper cites states and three other territories from January 1976 to March 2020, sourced from the official website of the U.S.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain states and three other territories from January 1976 to March 2020, sourced from the official website of the U.S

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:25:59.655887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a0da8cc0-6b76-44a5-b5e3-57cf05fc8d75 · outbound

This paper cites The low-rank attention matrix could limit the expressive capacity of the model.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain The low-rank attention matrix could limit the expressive capacity of the model

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:25:59.627780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e2c0a5ed-29cc-4fa8-bc0c-fa8745ab56eb · outbound

This paper cites 2024a FilterNet 2024a FITS 2024 DLinear 2023 TimeMix.++ 2025a Leddam 2024 CARD 2024b Fredformer 2024 iTrans.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain 2024a FilterNet 2024a FITS 2024 DLinear 2023 TimeMix.++ 2025a Leddam 2024 CARD 2024b Fredformer 2024 iTrans

Reference 30

Resolution: malformed identifier; raw_fallback, observed 2026-08-15T22:25:59.569549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation db88ae09-d543-4e76-9b64-f5c83924f58a · outbound

This paper cites an unresolved cited work.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain Unresolved cited work

Reference 34

Resolution: malformed identifier; raw_fallback, observed 2026-08-15T22:25:59.504806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1cff4b6f-d431-4d94-a393-55c3eb0f706f · outbound

This paper cites ‘OL’ refers to OLinear.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain ‘OL’ refers to OLinear

Reference 35

Resolution: malformed identifier; raw_fallback, observed 2026-08-15T22:25:59.485094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation eea03bdb-89b3-42d0-b4e7-efef8404d259 · outbound

This paper cites Model Leddam 2024 iTrans.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain Model Leddam 2024 iTrans

Reference 36

Resolution: malformed identifier; raw_fallback, observed 2026-08-15T22:25:59.468263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d70d635b-8044-425c-86d3-a2c38aa6019e · outbound

This paper cites In total, 140 prediction tasks across various datasets and prediction length settings are evaluated in this work.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain In total, 140 prediction tasks across various datasets and prediction length settings are evaluated in this work

Reference 96

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:25:59.765057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 487128b4-aff5-426f-92ed-d858d15fec06 · outbound

This paper cites an unresolved cited work.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain Unresolved cited work

Reference 720

Resolution: malformed identifier; raw_fallback, observed 2026-08-15T22:25:59.613856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 42522794-9dc6-49a1-8de9-a5791a16449f · outbound

This paper cites an unresolved cited work.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain Unresolved cited work

Reference 2010

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:25:59.778556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2c950c8a-0e51-46b0-b3a7-4051eec624a4 · outbound

This paper cites • NASDAQ 3 includes daily NASDAQ index and key economic indicators (e.g., interest rate and gold price) from 2010 to.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain • NASDAQ 3 includes daily NASDAQ index and key economic indicators (e.g., interest rate and gold price) from 2010 to

Reference 2012

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:25:59.738559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c331fd9a-ec3e-4f42-97ce-06a5b09b7c32 · outbound

This paper cites an unresolved cited work.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain Unresolved cited work

Reference 2016

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:25:59.792396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation efd02a80-cb97-4789-8ddd-67024a061877 · outbound

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

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-15T22:25:59.027734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f29cb78c-09c0-4692-ac88-5c4b319ab3b5 · outbound

This paper cites • Weather [Wu et al., 2021] contains 21 meteorological variables (e.g., air temperature, humidity) recorded every 10 minutes in.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain • Weather [Wu et al., 2021] contains 21 meteorological variables (e.g., air temperature, humidity) recorded every 10 minutes in

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:25:59.831734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4bf20341-b16b-4e18-9aa3-32ae5306f1e4 · outbound

This paper cites Language models are few-shot learners.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain Language models are few-shot learners

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:25:59.887326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7b98f90b-41f9-4326-9c65-f48f85b0a287 · outbound

This paper cites an unresolved cited work.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain Unresolved cited work

Reference 2020

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:25:59.818439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6f3d4c9f-186d-41e5-8c49-0016024d3182 · outbound

This paper cites For clarity, we denote z ≜ [ x y ] ∈ Rt+1, µz ≜ [ µx µy ] ∈ Rt+1, and Σ ≜ [Σx Σxy ΣT xy σ2 y ].

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain For clarity, we denote z ≜ [ x y ] ∈ Rt+1, µz ≜ [ µx µy ] ∈ Rt+1, and Σ ≜ [Σx Σxy ΣT xy σ2 y ]

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:25:59.873495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7d003134-72e1-442c-8800-c0eb9a89a518 · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-15T22:25:59.038033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d912d0e-c3c6-4a66-a767-245052ad700f · outbound

This paper cites FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting

Reference 2023

Resolution: verified exact; local_arxiv, observed 2026-08-15T22:25:59.452261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 76f0d174-f3aa-49b0-81fd-47367d63f44f · outbound

This paper cites The first 99 channels are used in this study.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain The first 99 channels are used in this study

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:25:59.725330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7c8140d2-5233-49af-b966-128e7669f0ce · outbound

This paper cites Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization.

OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-15T22:25:59.022785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 9a0d376f-e3b8-446c-b14d-d0434d1ea601 · inbound

ReNF: Rethinking the Design of Neural Long-Term Time Series Forecasters cites this paper.

ReNF: Rethinking the Design of Neural Long-Term Time Series Forecasters OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-18T13:06:23.985933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 571ff1e5-67bf-475a-b6c0-77a4df228c90 · inbound

CSRA: Controlled Spectral Residual Augmentation for Robust Sepsis Prediction cites this paper.

CSRA: Controlled Spectral Residual Augmentation for Robust Sepsis Prediction OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T12:30:23.762077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.