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Paper Citation Record · LEDGER

Understanding Learning Dynamics Through Structured Representations

As of 17 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 1 inbound Pith citation observation for arXiv:2508.02126.

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

pith.paper-citation-record.v1
2508.02126 v2

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T05:12:06.293995Z

measured 32 of 32 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T04:22:15.452449Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T04:22:18.774003Z

Reference resolution

31 of 31 outbound references displayed

  • verified exact0
  • verified fuzzy24
  • unresolved7
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7f53c303-ae1c-4857-ba31-bc39d27b6c9f · outbound

This paper cites Structured Transformations for Stable and Interpretable Neural Computation.

Understanding Learning Dynamics Through Structured Representations Structured Transformations for Stable and Interpretable Neural Computation

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T05:12:03.463112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 310eb2b4-c3cb-44c5-a807-1424a3588719 · outbound

This paper cites an unresolved cited work.

Understanding Learning Dynamics Through Structured Representations Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T05:12:11.316725Z

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.

source=arxiv_source observed=2026-08-06T05:12:03.514867Z digest=sha256:32ea6fc88af99fc6f93a521f76381ec882e54ec0eec14d453634b6825b4bcfc7

Observation 7e76f1ae-2639-4b79-9bbf-588d50f22b02 · outbound

This paper cites an unresolved cited work.

Understanding Learning Dynamics Through Structured Representations Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T05:12:11.193658Z

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.

source=arxiv_source observed=2026-08-06T05:12:03.626690Z digest=sha256:f0a8f6d4c8ba367c0081fee0ec5bb517fca1b4dc09afd148ac291e6dd5051b3b

Observation 037ab348-df2b-4f87-8085-16c70b3cadb9 · outbound

This paper cites an unresolved cited work.

Understanding Learning Dynamics Through Structured Representations Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T05:12:11.023235Z

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.

source=arxiv_source observed=2026-08-06T05:12:03.681674Z digest=sha256:a232db6b58d3fdef32fbf8697cf2c98675c615b9622bd72ced52097f35c6d838

Observation 228cbb1b-69ec-496f-839e-5d874286c3de · outbound

This paper cites Lyle et al.

Understanding Learning Dynamics Through Structured Representations Lyle et al

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:12:10.852408Z

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.

source=arxiv_source observed=2026-08-06T05:12:03.792138Z digest=sha256:03a1a79d3ad94ef3d850d601cfaab366ae9c2e0441eb8b30f2e9e9311c8801c5

Observation cf9de918-06ed-4b55-aa99-f3f4e071be51 · outbound

This paper cites Gao and another, ``Learning stable graph neural networks via spectral regularization,'' in Asilomar Conference on Signals, Systems, and Computers , 2022.

Understanding Learning Dynamics Through Structured Representations Gao and another, ``Learning stable graph neural networks via spectral regularization,'' in Asilomar Conference on Signals, Systems, and Computers , 2022

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:12:10.705009Z

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.

source=arxiv_source observed=2026-08-06T05:12:03.873054Z digest=sha256:b465bd09bbdc933d797b68d647fa5711cc801a141541ef471a90b7279a046d12

Observation 0f03771f-795f-4266-8b13-8de4e5dcd5bd · outbound

This paper cites Boursier et al.

Understanding Learning Dynamics Through Structured Representations Boursier et al

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:12:10.556971Z

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.

source=arxiv_source observed=2026-08-06T05:12:03.979308Z digest=sha256:c5567c45e9654e72cc7c2450d9532bf7496d796e81bcd509057578f6065c4773

Observation cc7daa04-1c91-4d33-8e87-aaff564d09a7 · outbound

This paper cites Wu et al.

Understanding Learning Dynamics Through Structured Representations Wu et al

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:12:10.426875Z

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.

source=arxiv_source observed=2026-08-06T05:12:04.105680Z digest=sha256:92eba53049f1257ad9ef9f565f7dc86b13834f5890221394ea961049dfc7621a

Observation 39c6dd54-84be-453c-b494-b68c69648048 · outbound

This paper cites Sherry et al.

Understanding Learning Dynamics Through Structured Representations Sherry et al

Reference 9

Resolution
verified fuzzy
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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.

source=arxiv_source observed=2026-08-06T05:12:04.220044Z digest=sha256:eaba6ca1b4d8ac59c25347a91e9be7ab4d040dd87dfdcf779b4a5d11ff7488d1

Observation d8d3ea09-f406-44ca-841a-8f4e5c82cac9 · outbound

This paper cites Chen et al.

Understanding Learning Dynamics Through Structured Representations Chen et al

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:12:10.045881Z

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.

source=arxiv_source observed=2026-08-06T05:12:04.350365Z digest=sha256:d38f5241f427731b45b64bc22a5d73550cdc86e3e2e98d49f112e48a53260713

Observation ba65622e-bbc2-4b04-a0d8-a18b5dddcc2d · outbound

This paper cites Damian et al.

Understanding Learning Dynamics Through Structured Representations Damian et al

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:12:09.896921Z

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.

source=arxiv_source observed=2026-08-06T05:12:04.440726Z digest=sha256:d8907e4ce50f6ab1a85f8937e9a6dc3e079811491783f2f26c36fb97e1ff2d42

Observation 876f521e-b724-4dbc-979d-4dc94a309972 · outbound

This paper cites Xu et al.

Understanding Learning Dynamics Through Structured Representations Xu et al

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:12:09.762976Z

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.

source=arxiv_source observed=2026-08-06T05:12:04.541901Z digest=sha256:f4e2d69de4503dab8186e40bdf05ec78985764672298c01ec222a08e788e653b

Observation 0dfe67a6-ed53-4cbb-a98e-18c3d1b1e05f · outbound

This paper cites Dherin et al.

Understanding Learning Dynamics Through Structured Representations Dherin et al

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:12:09.607743Z

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.

source=arxiv_source observed=2026-08-06T05:12:04.642997Z digest=sha256:f928094273ce8afa824e68b155654bad88a34f32427b71cf566f365924a6de48

Observation 27dde354-7daa-4c45-a8ec-628923118069 · outbound

This paper cites Lyle et al.

Understanding Learning Dynamics Through Structured Representations Lyle et al

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:12:09.500563Z

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.

source=arxiv_source observed=2026-08-06T05:12:04.703287Z digest=sha256:9ad67be8ac35f8ccd45551e3015fbce0d98f8870b487261adcbe5a7467d4b098

Observation c7c04795-f95b-4ce3-88c6-c8c3a4926ba6 · outbound

This paper cites Noci et al.

Understanding Learning Dynamics Through Structured Representations Noci et al

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:12:09.350807Z

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.

source=arxiv_source observed=2026-08-06T05:12:04.785403Z digest=sha256:a1431cadfe4b6f874117bd4b73d548ff8a48a8ef61c002dd2f9b0a146c8b228c

Observation 1db715e8-08c1-482c-8f40-f2977ce576a2 · outbound

This paper cites Chen et al.

Understanding Learning Dynamics Through Structured Representations Chen et al

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:12:09.233330Z

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.

source=arxiv_source observed=2026-08-06T05:12:04.927676Z digest=sha256:70d042184972503fc1e65f6bb6eb5941f5991ddd015cf0850dfdb231e05ccd6e

Observation c3741888-808f-44c1-b4ce-873cd265f41e · outbound

This paper cites Gravina et al.

Understanding Learning Dynamics Through Structured Representations Gravina et al

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:12:09.069663Z

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.

source=arxiv_source observed=2026-08-06T05:12:05.020339Z digest=sha256:7359cfd102ced4db32ec05cf9af4b8b736c77ed92fc42aff882a82e7c1a70f69

Observation b8c27e40-ae1e-4988-a7c8-6e5a8f92899f · outbound

This paper cites Mittal et al.

Understanding Learning Dynamics Through Structured Representations Mittal et al

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:12:08.891449Z

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.

source=arxiv_source observed=2026-08-06T05:12:05.108334Z digest=sha256:fe1c05497f5847ccc2f0db20dc01b020ee005fd172a8ff36acec86c047f12985

Observation 081954a5-b6bb-4528-a0fb-a84e59bb4aee · outbound

This paper cites an unresolved cited work.

Understanding Learning Dynamics Through Structured Representations Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T05:12:08.759882Z

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.

source=arxiv_source observed=2026-08-06T05:12:05.199122Z digest=sha256:8f1e0a173f689f86bc757b05f26b14a4671d563996f0e171988dc28cef198bd0

Observation b28fde27-46d8-4b11-83bf-237cfafd8889 · outbound

This paper cites Riedi et al.

Understanding Learning Dynamics Through Structured Representations Riedi et al

Reference 20

Resolution
verified fuzzy
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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.

source=arxiv_source observed=2026-08-06T05:12:05.294819Z digest=sha256:8d0672924efadd6059d4a1eb156d02d7460bade084511c4ed698dca10e869738

Observation 98f7a1c5-0385-4ff7-b1f5-ec80884b0b44 · outbound

This paper cites Campbell et al.

Understanding Learning Dynamics Through Structured Representations Campbell et al

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:12:08.417282Z

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.

source=arxiv_source observed=2026-08-06T05:12:05.389213Z digest=sha256:0d3b55626edb938107b5af86d86b60d2aacc86829c243ad4569011355521e335

Observation 933e8841-88fe-41d1-a911-71c7488e06fb · outbound

This paper cites Li et al.

Understanding Learning Dynamics Through Structured Representations Li et al

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:12:08.195631Z

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.

source=arxiv_source observed=2026-08-06T05:12:05.491246Z digest=sha256:93b988ced23013f9c98b7d8b02192035d537682a0e1913d55ec69aec51265714

Observation a6915221-2eb5-4d02-98b5-65c13542aada · outbound

This paper cites Nichani et al.

Understanding Learning Dynamics Through Structured Representations Nichani et al

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:12:07.991636Z

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.

source=arxiv_source observed=2026-08-06T05:12:05.577796Z digest=sha256:7d04d71c9953093d7cd0b37d9589fe76260af04c6d40bf1dade5a2e85ca8d4b2

Observation ec013d63-dc8a-46b6-af21-ed02205ef4ad · outbound

This paper cites Razin et al.

Understanding Learning Dynamics Through Structured Representations Razin et al

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:12:07.796311Z

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.

source=arxiv_source observed=2026-08-06T05:12:05.664856Z digest=sha256:20a26b6698dd67fa924783034cbade708a95231d2fa9d8aceffdc8ce6b942462

Observation 2b601d95-cda5-4512-92df-d23efab75fed · outbound

This paper cites Teney et al.

Understanding Learning Dynamics Through Structured Representations Teney et al

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:12:07.616751Z

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.

source=arxiv_source observed=2026-08-06T05:12:05.751436Z digest=sha256:71d05976379a680817ea4e512a8b3cf9a9ed21966de0bbdba75d58d032db3245

Observation 7d1def66-a3f2-4b60-9d71-a0375fba0ea5 · outbound

This paper cites an unresolved cited work.

Understanding Learning Dynamics Through Structured Representations Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-06T05:12:07.407033Z

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.

source=arxiv_source observed=2026-08-06T05:12:05.844082Z digest=sha256:d92d8d9f240c4730b79ffc2555a809cb8c816dac15f72a076f825947acc90648

Observation e8bfc21d-20fc-40d9-9afc-d41e1e755048 · outbound

This paper cites an unresolved cited work.

Understanding Learning Dynamics Through Structured Representations Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T05:12:07.204162Z

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.

source=arxiv_source observed=2026-08-06T05:12:05.943358Z digest=sha256:87d96aec38009c363b305684033cf41637ab82e8397120e44be7001d6be18e02

Observation 1c27f168-7e98-482f-b090-d781f63d82f3 · outbound

This paper cites Tang et al.

Understanding Learning Dynamics Through Structured Representations Tang et al

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:12:07.032868Z

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.

source=arxiv_source observed=2026-08-06T05:12:06.046972Z digest=sha256:ff245fc266a288df94d46d253490a97e8820ba979f8f12893cde89a2d331d6af

Observation 82e785c0-3543-4387-bf2d-eb14e0c650b7 · outbound

This paper cites Kawaguchi et al.

Understanding Learning Dynamics Through Structured Representations Kawaguchi et al

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:12:06.851671Z

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.

source=arxiv_source observed=2026-08-06T05:12:06.122897Z digest=sha256:2d9a362e5473a021679e5167dd1f0f7253c27ab0dd6a91abe0c98b93a57dcc1d

Observation 8535b857-283b-457e-8326-a8839f48b4de · outbound

This paper cites Kornblith, M.

Understanding Learning Dynamics Through Structured Representations Kornblith, M

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:12:06.664488Z

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.

source=arxiv_source observed=2026-08-06T05:12:06.214393Z digest=sha256:ffb156058d1d15819f07b5d6da3b9d10e5fe36ca9b282171ab6fcb1de6cf6582

Observation 3d7a927c-adef-4b47-bf02-dd9a31db5dac · outbound

This paper cites A survey of unmanned aerial vehicles (UAV) for traffic surveillance,.

Understanding Learning Dynamics Through Structured Representations A survey of unmanned aerial vehicles (UAV) for traffic surveillance,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T05:12:06.471965Z

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.

source=arxiv_source observed=2026-08-06T05:12:06.293995Z digest=sha256:cd5fbde43c1d487e9cca753e0a67bf4dfea61da7f4c7fc513af0a9675a9c96bd

Pith citing papers

Observation d8bc25a6-4e52-41e1-8212-a722553867c2 · inbound

Cross-Model Semantics in Representation Learning cites this paper.

Cross-Model Semantics in Representation Learning Understanding Learning Dynamics Through Structured Representations

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-08-06T04:22:18.833220Z

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.

source=pdf_text observed=2026-08-06T04:22:15.452449Z digest=sha256:d6a40d3048d06b36657bbc682a87ef16df6b72625cfb4898f4ffeb8628aadfab