Paper Citation Record · LEDGER

Channel-Independent Federated Traffic Prediction

As of 23 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2508.04517.

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

pith.paper-citation-record.v1
2508.04517 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T23:59:46.368255Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

52 of 52 outbound references displayed

verified exact3
verified fuzzy1
unresolved46
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a1ed3ffe-5fc0-4c86-bf8f-c65532885a35 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 1

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T23:59:47.594200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4b9cc163-84ec-425c-9f6a-958daad7f61a · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 2

Resolution: verified exact; doi, observed 2026-08-05T23:59:46.590578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation fe3ca0b4-4524-456a-9c75-68fbaa3bbfa7 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:55.298369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c06298f7-342a-4e6d-bde0-9ada3d183995 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:55.197962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 55bcb6bf-1c68-4ded-8c38-44895ced3383 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:55.058100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9e7948c2-8204-4b59-9cc4-82dca458eb5a · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:54.891252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4c8c4001-a290-42ee-8372-6e5c181224d8 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:54.734716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5583edc6-673e-4ee5-a321-85eed8c09595 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T23:59:42.456269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df4e361b-94a3-4284-8c93-5a6de37304f0 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 9

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T23:59:47.318752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 223a4bd5-617a-412a-ba73-f581529eb9f8 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:54.583417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 62d8b2f5-022c-47c5-a4ee-c514a02c9b29 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:54.379834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 330a29b3-3bd9-483a-a84b-6e7fc2bbcdf8 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:54.224427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 989d717f-f2d8-4890-8343-75473688fb82 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:54.093678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7034f5f3-d5d3-4b81-9d8d-f931833250c0 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T23:59:43.232579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd44835d-5f99-4dd0-880a-edd102e97371 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:53.728656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7e6fcb2c-7857-410d-b5f5-a43e837109b8 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:53.581544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7db64c76-40c0-4b18-8341-6ac3fe8f871d · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:53.364177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c3b30b0e-685c-4180-8d44-dadf5ed12005 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:53.246955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation deec3d23-22d9-48dc-887b-853e3f54ada5 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:53.107412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ee2acd32-6d71-4e91-a484-f6ee14e9d243 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:52.890741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2973f713-e52e-461c-a98e-ec6a843ca912 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:52.705436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b360ef59-0f90-49a6-8a55-619bb57371ca · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:52.515312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 67c064d8-1ee5-4e3f-a149-7a76241d1168 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:52.365589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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

This paper cites Do We Really Need Graph Neural Networks for Traffic Forecasting?.

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 4a49aed7-e647-4ec3-a964-df07b4020a6e · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:52.223404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation fbee21a5-0b50-40f7-9a11-eda62cf7aa09 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:52.020650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6c05983b-6644-4db4-b0ef-fec08005fa55 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:51.880405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation dcfefbbf-c16a-4f5c-9ae8-e1b74f5e787f · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:51.692224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a1edfcec-e706-46d4-ad0e-929d8ea7fd36 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:51.468686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 84b0c7c7-e097-49e5-825d-7486349af055 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:51.266297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b3c70629-a9e5-43d1-a8a4-43014572408e · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:51.075103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d252b730-f2c5-4ec4-8588-ca4de65daea3 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:50.843738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5804b6de-5135-4207-a521-64c10305d5d5 · outbound

This paper cites ST-MLP: A Cascaded Spatio-Temporal Linear Framework with Channel-Independence Strategy for Traffic Forecasting.

Channel-Independent Federated Traffic Prediction ST-MLP: A Cascaded Spatio-Temporal Linear Framework with Channel-Independence Strategy for Traffic Forecasting

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-08-05T23:59:47.035937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1177e666-bb1c-4edc-b5fc-abfc8551f8ce · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:50.576824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3636b4f9-755e-45cd-a0fc-3bb82d0f4aae · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:50.360718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation de7a1876-8440-4e54-8318-3c2735597df5 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:50.205061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 807b20a9-030f-4556-a5b3-3a7643425c69 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:50.023440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7a872f49-910b-45be-b2ec-6b2e97317446 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:49.806203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 88196d30-cd10-4da6-9633-fa026adec0ad · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:49.579252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 984a43c9-9e74-4282-b6c1-b5dcc6f363fe · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:49.372729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a6846b26-5f89-4617-97e9-41257dac75e5 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 41

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-05T23:59:46.868557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c50ba13a-a373-42e7-8712-65b0ceffaa1c · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-05T23:59:45.632590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b54dbc3-b318-42e2-9417-e01cdf07e453 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:49.100993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6fd2f50b-a8e3-4791-9c78-500905c35ec2 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:48.857565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1e2b6eeb-2c7c-43e5-b7e4-7260c1061dde · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:48.646331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2828558a-0eda-4b59-a13a-c0745b528a85 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:48.404493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c896dd02-1931-40c1-bb9e-8543a3a925d3 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:48.263322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 62f343a8-5fcd-4fe9-b354-eac921b05336 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:48.103095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7333e76d-7c3c-45ac-ab7e-a7fe5b274103 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:47.931153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3b00edbd-7ed6-4520-a858-d37ffa2e3125 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:59:47.777833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2f91aa46-ab6e-4ed1-81fa-42e9e8a1b803 · outbound

This paper cites an unresolved cited work.

Channel-Independent Federated Traffic Prediction Unresolved cited work

Reference 1913

Resolution: unresolved; no resolver link, observed 2026-08-05T23:59:44.988670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab84e4b5-185b-4254-9ed2-292b96c583f1 · outbound

This paper cites IEEE Transactions on Intelligent Transportation Systems 23, 2 (2020), 1009–1018.

Channel-Independent Federated Traffic Prediction IEEE Transactions on Intelligent Transportation Systems 23, 2 (2020), 1009–1018

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:59:53.888473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

No inbound Pith citation observations are available.