Paper Citation Record · LEDGER

Do We Really Need Graph Neural Networks for Traffic Forecasting?

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2301.12603.

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

pith.paper-citation-record.v1
2301.12603 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T11:05:12.774259Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T00:07:27.724181Z

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 c4bcabce-59a7-4af5-8841-26a63891f71a · inbound

Predicting Large-scale Urban Network Dynamics with Energy-informed Graph Neural Diffusion cites this paper.

Predicting Large-scale Urban Network Dynamics with Energy-informed Graph Neural Diffusion Do We Really Need Graph Neural Networks for Traffic Forecasting?

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T11:05:12.774259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d64b252-5d09-4702-8d64-9ec20e9f37ce · inbound

Channel-Independent Federated Traffic Prediction cites this paper.

Channel-Independent Federated Traffic Prediction Do We Really Need Graph Neural Networks for Traffic Forecasting?

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T23:59:43.979746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56217c59-fb8a-41f5-b917-f2adc1be9b38 · inbound

Efficient Traffic Prediction at Scale: A Systematic Study of STGCN Architectural Depth cites this paper.

Efficient Traffic Prediction at Scale: A Systematic Study of STGCN Architectural Depth Do We Really Need Graph Neural Networks for Traffic Forecasting?

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:07:27.725782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ad05ac39-41db-42d7-a7fc-6de1048f6433 · inbound

Do We Really Need Adaptive Global Spatial Attention for Traffic Forecasting? cites this paper.

Do We Really Need Adaptive Global Spatial Attention for Traffic Forecasting? Do We Really Need Graph Neural Networks for Traffic Forecasting?

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-15T05:55:25.279392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.