FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting | Paper Citation Record

Observation 39b6d3e5-e40c-4c28-86ea-20fda361a729 · outbound

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

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Chronos: Learning the Language of Time Series

Reference 1

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Observation 6b7a8c7c-f6aa-4727-ab6d-7cd13e449c35 · outbound

This paper cites An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling

Reference 2

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Observation e673e8ea-4021-4058-9cb2-745846256815 · outbound

This paper cites Tamp-s2gcnets: coupling time-aware multipersistence knowledge representation with spatio-supra graph convolutional networks for time-series forecasting.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Tamp-s2gcnets: coupling time-aware multipersistence knowledge representation with spatio-supra graph convolutional networks for time-series forecasting

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.491527Z

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Observation 3a4cc436-177d-4f1d-b6f9-c54c38cedb51 · outbound

This paper cites Long sequence time-series forecasting with deep learning: A survey.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Long sequence time-series forecasting with deep learning: A survey

Reference 4

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Observation bbf5589f-c94b-4c87-af39-3a3130d05ff0 · outbound

This paper cites Flashattention: Fast and memory-efficient exact attention with io-awareness.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Flashattention: Fast and memory-efficient exact attention with io-awareness

Reference 5

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Observation 252343b7-fd31-413a-83bc-bc56b2bd6960 · outbound

This paper cites A decoder-only foundation model for time-series forecasting.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting A decoder-only foundation model for time-series forecasting

Reference 6

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Observation ad6c7bea-9a62-4336-ba0d-bed03d929136 · outbound

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

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting DEPTS: Deep Expansion Learning for Periodic Time Series Forecasting

Reference 7

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Observation 53c79134-c298-4887-9131-a99b1d8ae533 · outbound

This paper cites Deep Frequency Derivative Learning for Non-stationary Time Series Forecasting.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Deep Frequency Derivative Learning for Non-stationary Time Series Forecasting

Reference 8

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Observation a318d438-a8ef-49ae-aa89-5e5c37ad312d · outbound

This paper cites Moment: A family of open time-series foundation models.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Moment: A family of open time-series foundation models

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.457026Z

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Observation 0e1d99da-6728-4c40-b329-a596d5d27b46 · outbound

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

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 10

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Observation b7e6542f-243e-4fb2-a091-788ed0c33a16 · outbound

This paper cites Flatten transformer: Vision transformer using focused linear attention.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Flatten transformer: Vision transformer using focused linear attention

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.445901Z

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Observation d22e788a-26b5-4ca0-b4db-43d512a119a0 · outbound

This paper cites The capacity and robustness trade-off: Revisiting the channel independent strategy for multivariate time series forecasting.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting The capacity and robustness trade-off: Revisiting the channel independent strategy for multivariate time series forecasting

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.435128Z

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Observation 84f36b50-84ef-4e0f-84ec-7918bfe4ca42 · outbound

This paper cites Catn: Cross attentive tree-aware network for multivariate time series forecasting.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Catn: Cross attentive tree-aware network for multivariate time series forecasting

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.424270Z

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Observation 5013d3f7-75ee-47b0-926f-a6436cc7e08d · outbound

This paper cites Matrix analysis.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Matrix analysis

Reference 14

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Observation 214d42ce-21f2-4286-b074-cf37c6c2d195 · outbound

This paper cites Time-llm: Time series forecasting by reprogramming large language models.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Time-llm: Time series forecasting by reprogramming large language models

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.407107Z

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Observation 57a6bf57-2e57-4292-979a-94bc69597a92 · outbound

This paper cites Reversible instance normalization for accurate time-series forecasting against distribution shift.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Reversible instance normalization for accurate time-series forecasting against distribution shift

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.396153Z

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Observation 66a1b42a-1ec8-4739-9e18-c7e3c51e265a · outbound

This paper cites Kingma and Jimmy Ba.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Kingma and Jimmy Ba

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.384828Z

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Observation 02b28dcf-ab9b-4381-bf7e-00513001a2f1 · outbound

This paper cites Reformer: The Efficient Transformer.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Reformer: The Efficient Transformer

Reference 18

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Observation 62c07311-890e-4773-bdaa-ed3523320668 · outbound

This paper cites Predict, refine, synthesize: Self-guiding diffusion models for probabilistic time series forecasting.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Predict, refine, synthesize: Self-guiding diffusion models for probabilistic time series forecasting

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.373528Z

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Observation 215a3597-f438-4ddf-89a0-8bf274e79a9b · outbound

This paper cites Modeling long-and short-term temporal patterns with deep neural networks.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Modeling long-and short-term temporal patterns with deep neural networks

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.362120Z

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Observation 2ab503ea-5f6c-4eee-934f-02eaa7125cb5 · outbound

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

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping

Reference 21

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Observation 4c8e49dd-f3f9-4936-804d-291ce085c7c1 · outbound

This paper cites Swin transformer: Hierarchical vision transformer using shifted windows.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Swin transformer: Hierarchical vision transformer using shifted windows

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.350181Z

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

Observation 147b1a7a-be89-43cd-b965-f907ccee9eb2 · outbound

This paper cites Scinet: Time series modeling and forecasting with sample convolution and interaction.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Scinet: Time series modeling and forecasting with sample convolution and interaction

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.338835Z

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Observation 1c460691-55d9-4923-a912-b19f1af9b029 · outbound

This paper cites Pyraformer: Low-complexity pyramidal attention for long-range time series modeling and forecasting.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Pyraformer: Low-complexity pyramidal attention for long-range time series modeling and forecasting

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.327242Z

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

Observation c5b44c72-9409-4807-9bbc-18fc69e1e317 · outbound

This paper cites Non-stationary transformers: Exploring the stationarity in time series forecasting.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Non-stationary transformers: Exploring the stationarity in time series forecasting

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.315695Z

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

Observation d56db667-6085-4d4a-b9ac-f0a0c625a172 · outbound

This paper cites itransformer: Inverted transformers are effective for time series forecasting.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting itransformer: Inverted transformers are effective for time series forecasting

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.303394Z

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

Observation 661ca523-6a9e-4959-907a-6c5adca1c0c2 · outbound

This paper cites Timer: Transformers for time series analysis at scale.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Timer: Transformers for time series analysis at scale

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.291604Z

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Observation 550396e1-ab32-4161-8ba8-49f2f9b77255 · outbound

This paper cites Algorithms for discrete Fourier transform and convolution.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Algorithms for discrete Fourier transform and convolution

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.280361Z

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Observation ac245be6-ebe7-49d4-a4d9-41c4d9fee896 · outbound

This paper cites Nguyen, Phanwadee Sinthong, and Jayant Kalagnanam.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Nguyen, Phanwadee Sinthong, and Jayant Kalagnanam

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.268896Z

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Observation f33cfddd-4ce3-409e-a0c2-579d6b7df152 · outbound

This paper cites Signals and systems.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Signals and systems

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.257102Z

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

Observation 7b780085-b469-4b49-8c0c-74884887703b · outbound

This paper cites Pytorch: An imperative style, high-performance deep learning library.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Pytorch: An imperative style, high-performance deep learning library

Reference 31

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Observation 8765e8e0-b4b2-4138-ab1a-28fc4683b502 · outbound

This paper cites Fredformer: Frequency debiased transformer for time series forecasting.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Fredformer: Frequency debiased transformer for time series forecasting

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.236766Z

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

Observation 1ddcbeab-150f-4934-b3a8-eb19b56a3ce8 · outbound

This paper cites Deepar: Probabilistic forecasting with autoregressive recurrent networks.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Deepar: Probabilistic forecasting with autoregressive recurrent networks

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.225665Z

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

Observation ef7bfcee-a9f3-432b-8a20-f3aad3d41398 · outbound

This paper cites Laser: Attention with exponential transformation.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Laser: Attention with exponential transformation

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.214821Z

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

Observation 28cc0f90-8dd7-4261-8717-69ebfa3cfd64 · outbound

This paper cites Attention is all you need.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Attention is all you need

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.203303Z

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

Observation d19918a5-0123-46be-b062-d6a44b67d250 · outbound

This paper cites FreDF: Learning to Forecast in the Frequency Domain.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting FreDF: Learning to Forecast in the Frequency Domain

Reference 36

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Observation 43b394b2-2200-4840-a940-84f0cc7cf05a · outbound

This paper cites Zhang, and Jun Zhou.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Zhang, and Jun Zhou

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.189577Z

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

Observation 719ece11-2aa3-4328-9efe-5ca545298231 · outbound

This paper cites Card: Channel aligned robust blend transformer for time series forecasting.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Card: Channel aligned robust blend transformer for time series forecasting

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.177821Z

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

Observation 59437a9e-ca21-4dca-af87-acc8ec14392b · outbound

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

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Unified training of universal time series forecasting transformers

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.166950Z

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

Observation 5d4e01b7-058d-4741-bec4-cfaa1eb50425 · outbound

This paper cites Autoformer: Decomposition transformers with auto-correlation for long-term series forecasting.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Autoformer: Decomposition transformers with auto-correlation for long-term series forecasting

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.156172Z

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

Observation 80c20035-173a-4a42-a75c-16747b04ce08 · outbound

This paper cites Flowformer: Linearizing Transformers with Conservation Flows.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Flowformer: Linearizing Transformers with Conservation Flows

Reference 41

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Observation c776d71d-85d2-44b7-b563-0a26f68d72ea · outbound

This paper cites Timesnet: Temporal 2d-variation modeling for general time series analysis.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Timesnet: Temporal 2d-variation modeling for general time series analysis

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.145273Z

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 71f13b94-c418-44af-9754-e68439724677 · outbound

This paper cites Interpretable weather forecasting for worldwide stations with a unified deep model.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Interpretable weather forecasting for worldwide stations with a unified deep model

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.134895Z

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 d5ca74f1-74dc-45d7-ae55-cc931c2746ef · outbound

This paper cites o mformer: A nystr \.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting o mformer: A nystr \

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.123241Z

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 e896ad3b-9125-4eee-a08d-a495b2a35cd6 · outbound

This paper cites FITS: Modeling Time Series with $10k$ Parameters.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting FITS: Modeling Time Series with $10k$ Parameters

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-10T15:58:14.767278Z

Source-reported events for the cited work

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Observation 26e06094-3cc6-4742-9438-cc316d6b5487 · outbound

This paper cites Frequency Adaptive Normalization For Non-stationary Time Series Forecasting.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Frequency Adaptive Normalization For Non-stationary Time Series Forecasting

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-10T15:58:14.770945Z

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Observation 1cd10e66-f2a5-4914-9921-e8324c42fda5 · outbound

This paper cites A Survey on Deep Learning based Time Series Analysis with Frequency Transformation.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting A Survey on Deep Learning based Time Series Analysis with Frequency Transformation

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-10T15:58:14.774503Z

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Observation 95be8e81-1573-4a8b-b977-36e77b3404c6 · outbound

This paper cites FilterNet: Harnessing Frequency Filters for Time Series Forecasting.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting FilterNet: Harnessing Frequency Filters for Time Series Forecasting

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-10T15:58:14.778170Z

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Observation 9aebd47e-6e83-41c6-b786-ce0de8946373 · outbound

This paper cites Fouriergnn: Rethinking multivariate time series forecasting from a pure graph perspective.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Fouriergnn: Rethinking multivariate time series forecasting from a pure graph perspective

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.111567Z

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 bbff9609-d200-48d0-a469-5360b0c0f925 · outbound

This paper cites Frequency-domain mlps are more effective learners in time series forecasting.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Frequency-domain mlps are more effective learners in time series forecasting

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.100241Z

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 442b0490-1551-489c-b0dd-256e75805607 · outbound

This paper cites Revitalizing multivariate time series forecasting: Learnable decomposition with inter-series dependencies and intra-series variations modeling.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Revitalizing multivariate time series forecasting: Learnable decomposition with inter-series dependencies and intra-series variations modeling

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.089133Z

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 f74af6d8-b593-4fc3-adf4-5016cf91c67c · outbound

This paper cites Sub-adjacent transformer: Improving time series anomaly detection with reconstruction error from sub-adjacent neighborhoods.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Sub-adjacent transformer: Improving time series anomaly detection with reconstruction error from sub-adjacent neighborhoods

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.077381Z

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 b9f13caa-872d-45ad-8f8b-1ee88263c256 · outbound

This paper cites Are transformers effective for time series forecasting? In AAAI , volume 37, pages 11121--11128, 2023.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Are transformers effective for time series forecasting? In AAAI , volume 37, pages 11121--11128, 2023

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.065196Z

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 d28630bc-3a7a-424d-ad1c-75e2e7964a1b · outbound

This paper cites Crossformer: Transformer utilizing cross-dimension dependency for multivariate time series forecasting.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Crossformer: Transformer utilizing cross-dimension dependency for multivariate time series forecasting

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.052604Z

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 97c8ca4e-bdc4-4132-b3c9-9564e1002c56 · outbound

This paper cites Informer: Beyond efficient transformer for long sequence time-series forecasting.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Informer: Beyond efficient transformer for long sequence time-series forecasting

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.041627Z

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 0dc25275-249c-4fe6-a064-bef431089d30 · outbound

This paper cites Film: Frequency improved legendre memory model for long-term time series forecasting.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Film: Frequency improved legendre memory model for long-term time series forecasting

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.030131Z

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 3baf2a62-907d-4652-a04b-ca4b838cb828 · outbound

This paper cites Fedformer: Frequency enhanced decomposed transformer for long-term series forecasting.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting Fedformer: Frequency enhanced decomposed transformer for long-term series forecasting

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.018273Z

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 ac96a502-b2e7-4474-80aa-929b26dea821 · outbound

This paper cites One fits all: Power general time series analysis by pretrained lm.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting One fits all: Power general time series analysis by pretrained lm

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T15:58:15.006023Z

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 f76b3284-8df2-41d8-88a9-90d07a7c6307 · outbound

This paper cites write newline.

FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting write newline

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-10T15:58:14.816685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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