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Paper Citation Record · LEDGER

The Rise of Diffusion Models in Time-Series Forecasting

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 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 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T17:13:12.262191Z

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 8e883a5d-1a7f-4b90-b059-a2fc2ece42f4 · inbound

Auto-Regressive Moving Diffusion Models for Time Series Forecasting cites this paper.

Auto-Regressive Moving Diffusion Models for Time Series Forecasting The Rise of Diffusion Models in Time-Series Forecasting

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-11T17:13:12.262191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T17:13:12.262191Z digest=sha256:367e46eb6054c3aa52b922e7df0a201fa538712e466cc444415ff167e67a7fc3

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.

source=pdf_text observed=2026-08-06T15:58:52.271177Z digest=sha256:1050da41e68d3960bf48e74a335f448e80c30c8fdf160a8f5980ce58ad42fd57

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.

source=pdf_text observed=2026-08-06T14:54:26.991252Z digest=sha256:2f43d45164b021cf0706f41d796f33b136465cf573e3ac4d36c431155555608d

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.

source=pdf_text observed=2026-08-05T11:40:47.323104Z digest=sha256:e5552b741dfe6083455cc7084d8b1dca75c9850baf44c910013d3ee534a41b03

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.

source=pdf_text observed=2026-08-04T16:39:59.482173Z digest=sha256:cd98bc1daf8ae6e70e735ba990deee8d891525efb1c42f1dfcbc36469121fe2e

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.

source=pdf_text observed=2026-08-04T10:13:19.868738Z digest=sha256:2d3bd4a28f85b8260c4651d9db0760ce57529d67ac7fa62cb9b8a09486990e34

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-21T17:38:36.120825Z digest=sha256:e85a63eee715fa68bdc2a56e4af56a94b499c659f57cf9ba438075cf5593a409

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.

source=pdf_text observed=2026-08-03T15:59:16.387826Z digest=sha256:a275461ec4eeac1dc07e087fe76a550e01d66f8b7306bfa02c4a465aaefaa62e

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.

source=pdf_text observed=2026-08-03T04:53:10.346035Z digest=sha256:16fab3c847c6d61df3142774fefb42bad8e5568ea1fce9a34d40b4c0c3419820

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.

source=pdf_text observed=2026-08-02T02:39:10.849587Z digest=sha256:d93500b3c45a5b89cac15c7f2a4f736f564562bd0efe489e64329b9e5cb96c8f