Paper Citation Record · LEDGER

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes

As of 17 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2505.01279.

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

pith.paper-citation-record.v1
2505.01279 v2

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:27:17.652730Z

measured 44 of 44 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

44 of 44 outbound references displayed

verified exact1
verified fuzzy3
unresolved40
parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8a212b53-b8fe-46b7-b090-c6b2bc165a34 · outbound

This paper cites an unresolved cited work.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:27:18.445857Z

Source-reported events for the cited work

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Observation f624bcb2-feaf-49c0-9ff0-39a648f11ff0 · outbound

This paper cites Longformer: The Long-Document Transformer.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Longformer: The Long-Document Transformer

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T04:27:17.442600Z

Source-reported events for the cited work

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Observation e723c0c5-9346-4fb0-8245-b11333f05f44 · outbound

This paper cites an unresolved cited work.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:27:18.429018Z

Source-reported events for the cited work

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Observation 34662eb8-8346-4d94-a81d-8c448c36fc19 · outbound

This paper cites GNNPipe: Scaling Deep GNN Training with Pipelined Model Parallelism.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes GNNPipe: Scaling Deep GNN Training with Pipelined Model Parallelism

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T04:27:17.453611Z

Source-reported events for the cited work

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Observation 82b0a101-67fd-4cc6-84e1-907571a1f70a · outbound

This paper cites an unresolved cited work.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T04:27:17.459120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45b87133-b50e-4ae4-835c-ceb65871bbbb · outbound

This paper cites an unresolved cited work.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:27:18.397628Z

Source-reported events for the cited work

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Observation 94868395-9664-46c8-aa38-490b9d373083 · outbound

This paper cites Multi-Scale Convolutional Neural Networks for Time Series Classification.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Multi-Scale Convolutional Neural Networks for Time Series Classification

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T04:27:17.474559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef2ad443-4036-4353-8be4-a9ab62e4a6fc · outbound

This paper cites an unresolved cited work.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T04:27:17.480727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a684307-bace-4fcc-a3d4-ced32194a74b · outbound

This paper cites Deep Bidirectional and Unidirectional LSTM Recurrent Neural Network for Network-wide Traffic Speed Prediction.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Deep Bidirectional and Unidirectional LSTM Recurrent Neural Network for Network-wide Traffic Speed Prediction

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T04:27:17.485159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56bca331-2a5c-4f41-b759-1cf0bf539672 · outbound

This paper cites Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T04:27:17.489702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae976af3-9ae5-4910-94fa-d5b2d3d9c1c3 · outbound

This paper cites an unresolved cited work.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:27:18.364701Z

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 c53316f8-dba1-4fce-b1e0-a9ad6fd09fbd · outbound

This paper cites an unresolved cited work.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:27:18.348656Z

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0f8bf3fc-bf3f-48f7-a2f3-2390e18805b5 · outbound

This paper cites an unresolved cited work.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:27:18.330397Z

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 d56a3fba-26f8-4721-bbda-81c71d08597c · outbound

This paper cites an unresolved cited work.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T04:27:17.509650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d868994-0df3-4970-81cf-c99203397639 · outbound

This paper cites an unresolved cited work.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T04:27:17.514366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 490af17f-4920-419a-b874-c6a821569d4d · outbound

This paper cites an unresolved cited work.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:27:18.292749Z

Source-reported events for the cited work

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Observation d0b061f8-585c-4335-b002-d99b7b55d4d3 · outbound

This paper cites Document-Level $N$-ary Relation Extraction with Multiscale Representation Learning.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Document-Level $N$-ary Relation Extraction with Multiscale Representation Learning

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-16T04:27:17.787684Z

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 b4c0f47b-1c55-4079-96cb-75df08efab26 · outbound

This paper cites an unresolved cited work.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:27:18.276120Z

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 05dcd6ef-1de9-4e1b-bcd1-17920320503a · outbound

This paper cites an unresolved cited work.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:27:18.259399Z

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 617a66aa-bb3e-462e-ac8f-094e84275723 · outbound

This paper cites an unresolved cited work.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T04:27:17.537890Z

Source-reported events for the cited work

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Observation 6c29fa2a-4d82-459e-a38e-7d6dd1f6a651 · outbound

This paper cites an unresolved cited work.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:27:18.233415Z

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 3cc93270-1ecf-4b94-b7db-8dc1b76724f7 · outbound

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

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T04:27:17.547315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38e0e05c-2303-4127-b307-1ea0f716c0bd · outbound

This paper cites an unresolved cited work.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T04:27:17.552262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c99b8170-b49f-48af-b841-b13da7c8967e · outbound

This paper cites an unresolved cited work.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:27:18.207030Z

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Observation 27fded23-515b-4c3f-b2df-4434cc800a90 · outbound

This paper cites an unresolved cited work.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Unresolved cited work

Reference 25

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This paper cites an unresolved cited work.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Unresolved cited work

Reference 26

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This paper cites an unresolved cited work.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T04:27:17.576660Z

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Observation 25e275af-6f4f-42d6-8729-d72f9edae148 · outbound

This paper cites an unresolved cited work.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T04:27:17.586483Z

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Observation 0eab0a90-7ff4-4f5f-bcb6-bcb9316016d6 · outbound

This paper cites an unresolved cited work.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:27:18.137946Z

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Observation b6afebca-9878-4c65-89fb-24cc4c716372 · outbound

This paper cites an unresolved cited work.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:27:18.121919Z

Source-reported events for the cited work

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Observation c9fd124e-f742-4989-93fd-7603d9d985d9 · outbound

This paper cites TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-16T04:27:17.600081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1c9b2b1-3936-45b2-ac96-0476d4dc7ba6 · outbound

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

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Graph WaveNet for Deep Spatial-Temporal Graph Modeling

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-16T04:27:17.605363Z

Source-reported events for the cited work

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Observation eba1ff52-9e5f-4b62-bf61-15744bb50dc9 · outbound

This paper cites Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting

Reference 33

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Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Unresolved cited work

Reference 34

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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 03212624-f202-4c58-9939-b15b720cb128 · outbound

This paper cites an unresolved cited work.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Unresolved cited work

Reference 35

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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 a4083cd3-25b8-452a-a054-522d4248514e · outbound

This paper cites an unresolved cited work.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:27:18.036005Z

Source-reported events for the cited work

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Observation 5df0201f-448d-4821-a3ec-32c980dffea6 · outbound

This paper cites an unresolved cited work.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Unresolved cited work

Reference 37

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Source-reported events for the cited work

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Observation 2c92aab3-e40c-4cf6-b7c2-cb7e6422fcdc · outbound

This paper cites an unresolved cited work.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-16T04:27:17.648251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25070552-10ca-4b57-98c5-500d5f99a902 · outbound

This paper cites an unresolved cited work.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:27:17.998121Z

Source-reported events for the cited work

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Observation d94d932e-05b6-49bf-b709-9768f8966083 · outbound

This paper cites ERNIE: Enhanced Language Representation with Informative Entities.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes ERNIE: Enhanced Language Representation with Informative Entities

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-16T04:27:17.643726Z

Source-reported events for the cited work

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Observation d9a80d79-c63b-44d0-adfc-4e0e7a493f30 · outbound

This paper cites In Neural Information Processing: 25th International Conference, ICONIP 2018, Siem Reap, Cambodia, December 13-16, 2018, Proceedings, Part I 25.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes In Neural Information Processing: 25th International Conference, ICONIP 2018, Siem Reap, Cambodia, December 13-16, 2018, Proceedings, Part I 25

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-16T04:27:17.581673Z

Source-reported events for the cited work

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Observation a54b8b12-eca3-4afa-8bfa-930db45c3707 · outbound

This paper cites Future Internet 11, 4 (2019), 94.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes Future Internet 11, 4 (2019), 94

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:27:18.086295Z

Source-reported events for the cited work

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Observation 316ca6d6-ee92-42b5-bdbd-58cd26609330 · outbound

This paper cites In Proceedings of the ACM Web Conference 2022.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes In Proceedings of the ACM Web Conference 2022

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:27:18.051950Z

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 fd32a095-4db4-4a7b-8c3a-b74da246e8ed · outbound

This paper cites In Proceedings of the 33rd ACM International Conference on Information and Knowledge Management.

Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes In Proceedings of the 33rd ACM International Conference on Information and Knowledge Management

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:27:18.381239Z

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.