Paper Citation Record · LEDGER

The Rise of Diffusion Models in Time-Series Forecasting

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2401.03006.

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

pith.paper-citation-record.v1
2401.03006 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:58:52.271177Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T17:40:26.583652Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 2748aace-27ac-42bc-a7ec-681a4732a280 · inbound

Diffusion Models for Time Series Forecasting: A Survey cites this paper.

Diffusion Models for Time Series Forecasting: A Survey The Rise of Diffusion Models in Time-Series Forecasting

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-06T15:58:52.271177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd2143d4-1302-482d-af32-94808a4129b7 · inbound

Hallucination Detection and Mitigation with Diffusion in Multi-Variate Time-Series Foundation Models cites this paper.

Hallucination Detection and Mitigation with Diffusion in Multi-Variate Time-Series Foundation Models The Rise of Diffusion Models in Time-Series Forecasting

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T14:54:26.991252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f0e7fe2-97bf-412b-8b56-ae46401d110a · inbound

RDIT: Residual-based Diffusion Implicit Models for Probabilistic Time Series Forecasting cites this paper.

RDIT: Residual-based Diffusion Implicit Models for Probabilistic Time Series Forecasting The Rise of Diffusion Models in Time-Series Forecasting

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T11:40:47.323104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4097b581-adea-44b8-97c9-3974bbb1f61c · inbound

Conditional Deep Levy Models for Exotic Derivatives: History-Aware Path Generation and P-Q Payoff Diagnostics cites this paper.

Conditional Deep Levy Models for Exotic Derivatives: History-Aware Path Generation and P-Q Payoff Diagnostics The Rise of Diffusion Models in Time-Series Forecasting

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T16:39:59.482173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2158a027-9332-4748-9e33-66282d49a341 · inbound

CSI Prediction Using Diffusion Models cites this paper.

CSI Prediction Using Diffusion Models The Rise of Diffusion Models in Time-Series Forecasting

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T10:13:19.868738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17cc3d39-3b03-474a-8cdc-9cf5696f87be · inbound

EMFusion: Uncertainty-Aware Conditional Diffusion Model for Multivariate Narrow-band Exposure Forecasting cites this paper.

EMFusion: Uncertainty-Aware Conditional Diffusion Model for Multivariate Narrow-band Exposure Forecasting The Rise of Diffusion Models in Time-Series Forecasting

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-21T17:40:26.585263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 21719711-ecb1-4b62-be69-eb127baf572d · inbound

EMFusion: Uncertainty-Aware Conditional Diffusion Model for Multivariate Narrow-band Exposure Forecasting cites this paper.

EMFusion: Uncertainty-Aware Conditional Diffusion Model for Multivariate Narrow-band Exposure Forecasting The Rise of Diffusion Models in Time-Series Forecasting

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-03T15:59:16.387826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c03ead7e-5981-450e-ae73-8537f3a275f1 · inbound

DeXposure-FM: A Time-series, Graph Foundation Model for Credit Exposures and Stability on Decentralized Financial Networks cites this paper.

DeXposure-FM: A Time-series, Graph Foundation Model for Credit Exposures and Stability on Decentralized Financial Networks The Rise of Diffusion Models in Time-Series Forecasting

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T04:53:10.346035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62c58033-fb90-4ac5-a1c5-574e54afefc7 · inbound

From Vector Autoregressions to AI-based Time Series Forecasting: A Review cites this paper.

From Vector Autoregressions to AI-based Time Series Forecasting: A Review The Rise of Diffusion Models in Time-Series Forecasting

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-02T02:39:10.849587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.