Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T00:53:09.518298Z
Paper Citation Record · LEDGER
T3Time: Tri-Modal Time Series Forecasting via Adaptive Multi-Head Alignment and Residual Fusion
As of 7 August 2026, this Paper Citation Record lists 4 of 4 outbound references and 1 inbound Pith citation observation for arXiv:2508.04251.
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 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T17:44:44.382549Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
4 of 4 outbound references displayed
- verified exact0
- verified fuzzy1
- unresolved2
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation ac09e849-31e7-48a9-bc68-44aaf7d1fc03 · outbound
This paper cites In International conference on machine learning, 27268–27286.
T3Time: Tri-Modal Time Series Forecasting via Adaptive Multi-Head Alignment and Residual Fusion In International conference on machine learning, 27268–27286
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T00:53:09.960753Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3a9bf739-95da-4a0d-bd1f-2b4fe5cb1a08 · outbound
This paper cites FrAug: Frequency Domain Augmentation for Time Series Forecasting.
T3Time: Tri-Modal Time Series Forecasting via Adaptive Multi-Head Alignment and Residual Fusion FrAug: Frequency Domain Augmentation for Time Series Forecasting
Reference 638
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:53:09.189490Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 991c3a75-68a3-449d-bd3e-5ad2a41fbaea · outbound
This paper cites TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis.
T3Time: Tri-Modal Time Series Forecasting via Adaptive Multi-Head Alignment and Residual Fusion TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:53:09.427441Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a482a21-8084-49f6-b459-24316de54264 · outbound
This paper cites FreDo: Frequency Domain-based Long-Term Time Series Forecasting.
T3Time: Tri-Modal Time Series Forecasting via Adaptive Multi-Head Alignment and Residual Fusion FreDo: Frequency Domain-based Long-Term Time Series Forecasting
Reference 2023
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-06T00:53:09.775541Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Pith citing papers
Observation 07a75f87-5fe4-49c4-a765-38f7daaef1af · inbound
Rethinking Multimodal Fusion for Time Series: Text Modalities Need Constrained Fusion cites this paper.
Rethinking Multimodal Fusion for Time Series: Text Modalities Need Constrained Fusion T3Time: Tri-Modal Time Series Forecasting via Adaptive Multi-Head Alignment and Residual Fusion
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T17:44:44.382549Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.