Paper Citation Record · LEDGER

Improving Recommendation Fairness via Graph Structure and Representation Augmentation

As of 21 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2508.19547.

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

pith.paper-citation-record.v1
2508.19547 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:56:19.832132Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

53 of 53 outbound references displayed

verified exact0
verified fuzzy1
unresolved52
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 51cf8110-87d2-4750-9259-c14afb186310 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.609311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 480055ae-7564-4846-94d2-9790d4223002 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.594966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6860c16d-15f1-4198-876a-79116b274254 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.580841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6611161e-6ac5-447b-b614-3f957ccf4a19 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.566324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e15eb6a4-af08-4752-83e9-1640ca664ee1 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.552253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2e8a8096-9242-493b-b518-34efe0db02a2 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.537866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 22f56b5c-879b-4d9c-85c5-a491a614bbd2 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.524052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e0f35d1f-c434-4f0d-8fae-e6e4ba24ecfc · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.510078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cca26189-af66-4621-b218-17f99b052cda · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.495878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 591ccc21-76f6-4223-be3b-2f98a010b7a9 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.481309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3e73fc9f-ed4d-4083-b469-4ac47c73f0c5 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.467370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5eeb213f-6e1c-4b20-bbcc-aa2a0d4303ce · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.450880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8e10e531-6016-40ca-b1df-2098166657f2 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.436627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c936841a-f368-496b-8b6e-9e6ece4d3cee · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.422134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 651b6b6d-5bc3-4095-84c5-75b8e9b84ce5 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.407501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5b73c6a3-1ad7-4385-bfa5-17973bcf5098 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.393404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1fc2e5c5-4a96-459c-bdd1-d8b69df0d05f · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.378808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d8f9380d-62f5-4b3d-a06d-72772f96a868 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.363195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 18526215-c9b9-4fd1-bdf7-1dc0a51dfbb6 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.349040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6f6fc4d7-519a-432e-94a1-8996fd00ae8a · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.334807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c236abfb-33fe-4d88-97fc-2f8d9449e5c3 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.319963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 43b0527c-d625-4ca8-b23a-4ffd8a97d732 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.304945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6afb082e-bb82-460b-8a60-c6342bff9341 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T16:56:19.700855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bbdbe03-9f8a-45bf-a362-a334f47d2449 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.280113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d63856c1-2f93-40d6-9336-16824f3f62e9 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.265384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a18e9246-a93a-4882-ad91-40a229c07dc9 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.250787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation aefd7c09-4883-4ffb-91af-caa54e364109 · outbound

This paper cites Fair Node Representation Learning via Adaptive Data Augmentation.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Fair Node Representation Learning via Adaptive Data Augmentation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T16:56:19.718005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1aa2a6fa-74a6-4ea5-a585-7f6a4e6e4327 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.236460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d678b85b-7467-4535-a861-e9e4adfee616 · outbound

This paper cites Fairness in Recommendation: Foundations, Methods and Applications.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Fairness in Recommendation: Foundations, Methods and Applications

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T16:56:19.727008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfe01806-e97a-4aa7-9ec3-93d91a3ba2c7 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.222303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5907c7c2-db94-4ff9-9449-ceeab3faa638 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.207424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b00968f1-db1e-4f8f-87e5-f9ab1905be06 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.191312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2a2168ac-dba0-4e92-b255-13b023d1ce0a · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.176155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f590bbd7-d734-4468-ad3d-dd20b9e3cf2b · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.162291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f9adc817-9b3d-4329-a306-28821e6dc70c · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.147686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d0f8a104-5ae5-45c7-b3c3-7cf2885a477e · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.132995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b5548b56-84fd-4497-bd79-5218131aaa19 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T16:56:19.761967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3239618b-4b0c-433e-99ee-60e90f9d7111 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.100117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 88ef1a2f-ce86-4dbc-acf8-e3ebe51b7919 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.085767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d89b0757-945a-4718-ade4-ce500619e88d · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.069981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1ab5f91f-fc37-4e44-96a5-47359ad20205 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.054046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 64c4b051-bf9c-46cd-901a-b5b3d0a4ce9a · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.037343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9dd8929d-3865-4dcb-804c-803328188541 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.022462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e7d75e23-096b-41cb-81eb-44523172b0d1 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:20.007489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1f6b52b7-9fcf-4502-b9f4-9d441425969e · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:19.992656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3cef3ec8-ea44-4454-9b2c-c00a2e6170c4 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-15T16:56:19.805337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c1484af-215c-4122-8010-0f41ff469a8c · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:19.953290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 82f85274-916f-4caa-b762-a2647be6d33b · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:19.938856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 80ac0759-37b7-482e-a8d8-caf01994c08f · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-15T16:56:19.822813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 219d0a03-1218-4ff2-9382-057249670ff5 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:19.914945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation be7f14ed-167c-4727-a1ca-f45a49a7a9f6 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 2009

Resolution: unresolved; no resolver link, observed 2026-08-15T16:56:19.766236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac923842-feae-4ca0-9d6b-82a527a6a257 · outbound

This paper cites an unresolved cited work.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation Unresolved cited work

Reference 2021

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:56:19.968416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fb12ce59-291e-4a53-8238-1e28a684dc87 · outbound

This paper cites In AAAI, Vol.

Improving Recommendation Fairness via Graph Structure and Representation Augmentation In AAAI, Vol

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:56:19.900038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.