Paper Citation Record · LEDGER

Rethinking Traffic Flow Forecasting: From Transition to Generatation

As of 17 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2504.14248.

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

pith.paper-citation-record.v1
2504.14248 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:56:26.404871Z

measured 30 of 30 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

30 of 30 outbound references displayed

verified exact0
verified fuzzy1
unresolved29
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6bb70c11-7fe7-4e42-9187-adee6f602c0a · outbound

This paper cites an unresolved cited work.

Rethinking Traffic Flow Forecasting: From Transition to Generatation Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T11:56:26.289312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38d99b51-aeef-4bae-a30b-764d96dbfd20 · outbound

This paper cites an unresolved cited work.

Rethinking Traffic Flow Forecasting: From Transition to Generatation Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:56:26.750101Z

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.

Observation 4fd17957-2830-44c4-85e5-051011d35a42 · outbound

This paper cites an unresolved cited work.

Rethinking Traffic Flow Forecasting: From Transition to Generatation Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:56:26.736983Z

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.

Observation c2a22261-c442-404e-806a-8694904e1989 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Rethinking Traffic Flow Forecasting: From Transition to Generatation BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T11:56:26.302270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 871e5172-087d-4190-bfff-0e0c11ec3202 · outbound

This paper cites an unresolved cited work.

Rethinking Traffic Flow Forecasting: From Transition to Generatation Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:56:26.723945Z

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.

Observation 8926830c-ec91-4f23-8171-d32c3c5172df · outbound

This paper cites On the Diminishing Returns of Width for Continual Learning.

Rethinking Traffic Flow Forecasting: From Transition to Generatation On the Diminishing Returns of Width for Continual Learning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T11:56:26.309894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e3d0abe-4a57-49f2-912d-bdca6c50f59c · outbound

This paper cites an unresolved cited work.

Rethinking Traffic Flow Forecasting: From Transition to Generatation Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T11:56:26.314093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3649ecb-1d08-43f7-bfae-378fcbb76fa1 · outbound

This paper cites an unresolved cited work.

Rethinking Traffic Flow Forecasting: From Transition to Generatation Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:56:26.701608Z

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.

Observation bb6a53fe-17a2-4405-a0c8-774383ab0127 · outbound

This paper cites an unresolved cited work.

Rethinking Traffic Flow Forecasting: From Transition to Generatation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:56:26.689144Z

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.

Observation 7e238e32-2a4e-4790-87ec-8956fb1bdad0 · outbound

This paper cites an unresolved cited work.

Rethinking Traffic Flow Forecasting: From Transition to Generatation Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T11:56:26.324637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bfa258d-7400-440a-8e07-173cf85391a2 · outbound

This paper cites an unresolved cited work.

Rethinking Traffic Flow Forecasting: From Transition to Generatation Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:56:26.668505Z

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.

Observation e9800756-a4f4-4603-ba17-7dbc8d684220 · outbound

This paper cites an unresolved cited work.

Rethinking Traffic Flow Forecasting: From Transition to Generatation Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:56:26.656022Z

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.

Observation 38040ab3-bf39-4d9b-a62f-2a9e7547e863 · outbound

This paper cites an unresolved cited work.

Rethinking Traffic Flow Forecasting: From Transition to Generatation Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:56:26.644301Z

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.

Observation 8c39a8b6-1453-4e56-9ea6-61a349312084 · outbound

This paper cites Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting.

Rethinking Traffic Flow Forecasting: From Transition to Generatation Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T11:56:26.340518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70f550ed-cd3c-4ecd-9d2b-8845a23f177b · outbound

This paper cites an unresolved cited work.

Rethinking Traffic Flow Forecasting: From Transition to Generatation Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T11:56:26.344780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18ba99a6-c27a-4e99-969c-446cb250f5d0 · outbound

This paper cites an unresolved cited work.

Rethinking Traffic Flow Forecasting: From Transition to Generatation Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:56:26.623374Z

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.

Observation e422f3f8-f9a9-4396-b6fc-de3c85cf7024 · outbound

This paper cites an unresolved cited work.

Rethinking Traffic Flow Forecasting: From Transition to Generatation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:56:26.609688Z

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.

Observation 0eb64703-9c5e-420c-a0b7-7e01c3b24d48 · outbound

This paper cites an unresolved cited work.

Rethinking Traffic Flow Forecasting: From Transition to Generatation Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T11:56:26.356167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11558e94-a643-489e-9ad5-0ab791c208ab · outbound

This paper cites an unresolved cited work.

Rethinking Traffic Flow Forecasting: From Transition to Generatation Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T11:56:26.360266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4607db8-ea78-44d5-b9db-c5ac00550745 · outbound

This paper cites an unresolved cited work.

Rethinking Traffic Flow Forecasting: From Transition to Generatation Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:56:26.580019Z

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.

Observation 14ee595a-c623-4984-b554-2059f12ab3ce · outbound

This paper cites an unresolved cited work.

Rethinking Traffic Flow Forecasting: From Transition to Generatation Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T11:56:26.373166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 472351ea-233f-452a-a74a-0747957e978d · outbound

This paper cites Graph WaveNet for Deep Spatial-Temporal Graph Modeling.

Rethinking Traffic Flow Forecasting: From Transition to Generatation Graph WaveNet for Deep Spatial-Temporal Graph Modeling

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T11:56:26.376991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7771fdf5-4ec4-4e8c-8114-14ddac5b453c · outbound

This paper cites Spatial-Temporal Transformer Networks for Traffic Flow Forecasting.

Rethinking Traffic Flow Forecasting: From Transition to Generatation Spatial-Temporal Transformer Networks for Traffic Flow Forecasting

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T11:56:26.381255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 319192b4-bee9-41c5-9705-c8f411f4afd1 · outbound

This paper cites an unresolved cited work.

Rethinking Traffic Flow Forecasting: From Transition to Generatation Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:56:26.546505Z

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.

Observation f4eb7ec5-439c-4f82-b290-d1b75309f9f4 · outbound

This paper cites an unresolved cited work.

Rethinking Traffic Flow Forecasting: From Transition to Generatation Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:56:26.533484Z

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.

Observation a6a69d30-7135-49ea-9bcf-cc406376d3eb · outbound

This paper cites an unresolved cited work.

Rethinking Traffic Flow Forecasting: From Transition to Generatation Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:56:26.520816Z

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.

Observation ae165dc8-f2c3-46bd-bde6-18aece53e238 · outbound

This paper cites an unresolved cited work.

Rethinking Traffic Flow Forecasting: From Transition to Generatation Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T11:56:26.396928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c2966c5-f5d7-4190-a81a-2cdda45dc826 · outbound

This paper cites an unresolved cited work.

Rethinking Traffic Flow Forecasting: From Transition to Generatation Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T11:56:26.400846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de91d1fb-eb04-498f-baff-2602dcd0c6fc · outbound

This paper cites an unresolved cited work.

Rethinking Traffic Flow Forecasting: From Transition to Generatation Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-16T11:56:26.404871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1207c6f0-90e5-4b85-899b-8e6b122a088f · outbound

This paper cites Ieee Spectrum 58, 10 (2021), 50–55.

Rethinking Traffic Flow Forecasting: From Transition to Generatation Ieee Spectrum 58, 10 (2021), 50–55

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:56:26.567540Z

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.

Pith citing papers

No inbound Pith citation observations are available.