Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T04:21:39.652414Z
Paper Citation Record · LEDGER
How Much Can Time-related Features Enhance Time Series Forecasting?
As of 12 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 1 inbound Pith citation observation for arXiv:2412.01557.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-17T23:07:55.891663Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-17T23:10:26.170871Z
Reference resolution
51 of 51 outbound references displayed
- verified exact1
- verified fuzzy6
- unresolved44
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 03189361-9777-40d6-a028-b3561cbfbdd9 · outbound
This paper cites Chronos: Learning the Language of Time Series.
How Much Can Time-related Features Enhance Time Series Forecasting? Chronos: Learning the Language of Time Series
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T04:21:39.405647Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38249d9d-1ab4-4dfb-8d95-decd7bb79f21 · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T04:21:40.443740Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1847ad16-e45f-438a-a548-4132772853eb · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T04:21:40.428655Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 958045a7-1e2b-492b-bbee-2bafbc90f2fc · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T04:21:40.397675Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5b4dfca4-0480-480f-96eb-ad6b0d679151 · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T04:21:40.382879Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 8b3fed16-0873-4bba-af24-a8bea7834830 · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T04:21:40.368055Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ceeb8605-858e-4b9b-beb7-a80971cfaf38 · outbound
This paper cites Long-term Forecasting with TiDE: Time-series Dense Encoder.
How Much Can Time-related Features Enhance Time Series Forecasting? Long-term Forecasting with TiDE: Time-series Dense Encoder
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T04:21:39.448509Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac8764a6-e221-43a6-beeb-74f27f9beb6d · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T04:21:40.353279Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 867f001e-de11-441f-ae8a-21c4552d8e24 · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T04:21:39.458860Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe54313c-f00b-4c10-ac66-cd903276c3c5 · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T04:21:40.328832Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation efdac0b2-4deb-412a-9551-0132ba8abd5b · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T04:21:40.314815Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 68c9751a-fa00-4bc2-a2c9-b3159cf1dba6 · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T04:21:40.299716Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5cecf38d-9060-4d51-b4a7-073cce754a52 · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T04:21:40.283146Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 9183e52b-0b3a-4e93-bcb5-60a17b581aa6 · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T04:21:40.267635Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 3fa097c5-1f9f-45e4-bee7-b9c8cb62b386 · outbound
This paper cites Adam: A Method for Stochastic Optimization.
How Much Can Time-related Features Enhance Time Series Forecasting? Adam: A Method for Stochastic Optimization
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T04:21:39.487220Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 600d1e26-1cc7-4fb0-b96c-295521a41dcb · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T04:21:40.252435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 9fc8df27-7c0a-4e4a-8d34-3293e005a016 · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T04:21:40.237506Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 715bcc07-23af-476e-a24b-ebc133516790 · outbound
This paper cites Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping.
How Much Can Time-related Features Enhance Time Series Forecasting? Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T04:21:39.502976Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87819577-a285-47a5-aa54-1d63da7572f4 · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T04:21:40.220863Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 99c4b5f6-c66f-4f5e-b393-0d18dca37295 · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T04:21:39.512849Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f6978da-1a08-4cff-b42b-0b9557d8fbde · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T04:21:39.517335Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c8acb1f-7971-4889-b04a-be53a378e230 · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T04:21:40.170341Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 642aa3a7-8cfa-4dbc-a901-8db1000bee2c · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T04:21:40.155481Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b33016eb-212d-48b1-999d-2f7533a6dd36 · outbound
This paper cites In Advances in Neural Information Processing Systems.
How Much Can Time-related Features Enhance Time Series Forecasting? In Advances in Neural Information Processing Systems
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T04:21:40.185920Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ff0e2d47-0d7f-4930-9e9d-6a480bbc488e · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T04:21:40.125202Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ab4da064-4bab-4dba-b1a3-5170bd485ce1 · outbound
This paper cites Nguyen, Phanwadee Sinthong, and Jayant Kalagnanam.
How Much Can Time-related Features Enhance Time Series Forecasting? Nguyen, Phanwadee Sinthong, and Jayant Kalagnanam
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T04:21:39.545937Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c7e9a030-eb8c-409c-8333-b4e8388b6544 · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T04:21:40.140056Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 3bf2b597-c466-49ab-9d2b-327ff5ae6b0f · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T04:21:40.083488Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 9b37bd59-ad1a-422b-b3a0-9a149727cb43 · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T04:21:40.068152Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation dab484c3-977a-403b-8bf3-a0561bbcca46 · outbound
This paper cites Tsay, Themis Palpanas, and Michael J.
How Much Can Time-related Features Enhance Time Series Forecasting? Tsay, Themis Palpanas, and Michael J
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T04:21:40.100242Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation af2f5e29-0878-42cb-bd4e-25d0fbd6c42e · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T04:21:40.025567Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 2106cf12-6801-438d-964a-0949f1ea8db1 · outbound
This paper cites MambaStock: Selective state space model for stock prediction.
How Much Can Time-related Features Enhance Time Series Forecasting? MambaStock: Selective state space model for stock prediction
Reference 32
- Resolution
- verified exact
- local_arxiv, observed 2026-08-12T04:21:39.698303Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 97cf82db-3aa2-47f4-a5d1-2930181554d0 · outbound
This paper cites Jensen, Zhenli Sheng, and Bin Yang.
How Much Can Time-related Features Enhance Time Series Forecasting? Jensen, Zhenli Sheng, and Bin Yang
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T04:21:39.564302Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 214925a8-4729-4029-9d9b-33a43dd76e67 · outbound
This paper cites Proceedings of the VLDB Endowment 17, 9 (2024), 2363– 2377.
How Much Can Time-related Features Enhance Time Series Forecasting? Proceedings of the VLDB Endowment 17, 9 (2024), 2363– 2377
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T04:21:40.040632Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7c51057b-d7ab-4cd5-a80c-077b0903903d · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T04:21:39.977358Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 59dc987d-1a64-4889-afef-270b2a639e6e · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T04:21:39.961761Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 132274b4-c385-4355-9b7d-f2b6bf806af9 · outbound
This paper cites Mun, Matthew Lim, Jonah Yamato, Nathan Huh, and Cyrus Shahabi.
How Much Can Time-related Features Enhance Time Series Forecasting? Mun, Matthew Lim, Jonah Yamato, Nathan Huh, and Cyrus Shahabi
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T04:21:40.009918Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 3fb55fc7-466b-471f-b052-d388a9eb4e8b · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T04:21:39.992033Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 165b9dac-7006-499e-81dc-14c82262a31d · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T04:21:39.612827Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b772ac5-caa4-42c5-8cf0-fb5c34b925be · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T04:21:39.903228Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ee0cd2b6-81f0-4f23-976c-086bf316ed4a · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T04:21:39.945669Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 3c4edd4e-2634-4914-9e13-81d0fcddbcb5 · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T04:21:39.930204Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7f4b9e30-5200-4e01-922f-a7c339738f4f · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T04:21:39.854046Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation aea987c7-dcda-425e-99aa-130d045dc43d · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T04:21:39.838808Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 71fb42cb-c9df-41be-8a8e-f097d72caccf · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T04:21:39.887361Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5cca3644-e890-4865-a38e-e9978a7f1cb5 · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T04:21:39.870890Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 90234c73-8b11-470b-9f95-3010cc7ddbdd · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T04:21:39.796253Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7aa71e62-d28f-4f47-80d1-dde8598b0e66 · outbound
This paper cites an unresolved cited work.
How Much Can Time-related Features Enhance Time Series Forecasting? Unresolved cited work
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T04:21:39.642593Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b2e47c9-1249-4817-8b31-c40d4a982105 · outbound
This paper cites Gary Chan.
How Much Can Time-related Features Enhance Time Series Forecasting? Gary Chan
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T04:21:39.813103Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e6267f64-1e2c-4d3a-b29a-54f5e4c5f4e6 · outbound
This paper cites Proceedings of the VLDB Endowment 10, 12 (2017), 1694–1705.
How Much Can Time-related Features Enhance Time Series Forecasting? Proceedings of the VLDB Endowment 10, 12 (2017), 1694–1705
Reference 2017
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T04:21:40.412631Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a7e30124-87c7-49aa-b47c-12fecc9277c4 · outbound
This paper cites Federated Prompt Learning for Weather Foundation Models on Devices.
How Much Can Time-related Features Enhance Time Series Forecasting? Federated Prompt Learning for Weather Foundation Models on Devices
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T04:21:39.437896Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 2954a484-7f03-4cb5-a711-bfb577d52c2a · inbound
AlphaCast: A Human Wisdom-LLM Intelligence Co-Reasoning Framework for Interactive Time Series Forecasting cites this paper.
AlphaCast: A Human Wisdom-LLM Intelligence Co-Reasoning Framework for Interactive Time Series Forecasting How Much Can Time-related Features Enhance Time Series Forecasting?
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T23:10:26.173496Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.