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Paper Citation Record · LEDGER

Understanding Learning Dynamics Through Structured Representations

As of 7 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 2026-08-07T06:34:17.273281+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.

source=arxiv_source observed=2026-08-06T05:12:03.463112Z digest=sha256:6a986f5671706de7a835afdb9dc369077b4ada2c1122553975fd58c34cba46cf

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T05:12:03.514867Z digest=sha256:7d89aaee2935c8cafc08be5ffb6f5dd4882dacafdbd7972175018bffaaa9af06

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T05:12:03.626690Z digest=sha256:ac9ecd32daa2c1020e672b985eb5c5270f95dd305c3be8e97854700d8316f1a5

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T05:12:03.681674Z digest=sha256:442ea28ab5d2def483538e0be7d9f542dd39a29f7fb68c03a02937042d7696f3

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T05:12:03.792138Z digest=sha256:2d4fbb9e6a9703f2340baf308e38bd31b8792c0b87dfd2fa658e7f9e5f27681f

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T05:12:03.873054Z digest=sha256:e1ed37d86174a4e8f2e80bb43f48c5bdcb5dbf2840e712581c5c914bbabc7f33

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T05:12:03.979308Z digest=sha256:692377daffebd8645059621bb3cf92228faca42a861058159fcb47091acceacc

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T05:12:04.105680Z digest=sha256:533d94f252cf00406e59e6f0106194703b1e2aefbe49cdfd323a3b68891b8cc3

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
raw_fallback, observed 2026-08-06T05:12:10.235331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T05:12:04.220044Z digest=sha256:af39fbd419587b437cbae547b29d417b955201deb81469989e0f0facd235742b

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T05:12:04.350365Z digest=sha256:cb18c50b87b66b20e5c77e7a8b73c43355867019b1259ec539c35e0116a8091a

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T05:12:04.440726Z digest=sha256:e03bcb1d1976ec8d0884018c46c0d2727dd8998d03ea1f863b91d8a9a6f318e1

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T05:12:04.541901Z digest=sha256:338360f1a846a7d66c01078f662268c53d7255bde54f21b7c30ad8feb2af1b1f

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T05:12:04.642997Z digest=sha256:8a66bd7b2f642e78fd83532dcecb2ca6dc3ff946376d3ded185e2b031df707b3

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T05:12:04.703287Z digest=sha256:975798549cf5f559d83cd5876f9ad92795eab8aec6164598f22f73a8fbfb2a8a

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T05:12:04.785403Z digest=sha256:152ab85b3e0d4eff669ef319791e9b683b096ee466b6a6f221aa409c5c0d38eb

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T05:12:04.927676Z digest=sha256:94dd7e0897449c2271e68af67cd4d066c12b8dc1b3a573a9143f4dd075ef5c0a

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T05:12:05.020339Z digest=sha256:a84256c28864ee2131d404482857abc51d4f1bf0a5e405ca6c8ea3fcb04dcfca

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T05:12:05.108334Z digest=sha256:61364d6452e0abae023b2f7e7edfc3249e84d90c2f0a6fb3795d0f0e37c7b4ba

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T05:12:05.199122Z digest=sha256:f36393c23139782e107b903687d4f373946200e373ab56573e627181b3e90ed6

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T05:12:05.294819Z digest=sha256:2f0412f5e3212efb2978a9cfd2fff23f41d8ace35944952406b99f6b52cb7825

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T05:12:05.389213Z digest=sha256:78a7b8541f7ae45d8928bb604d8781546338b45750d4420353407d057f36cc22

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T05:12:05.491246Z digest=sha256:96b3a31464ce2c1e86eb61e9f57e6eaacfe727c9f678f21e102ca9d0f57a99e8

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T05:12:05.577796Z digest=sha256:d59588a9c4993e273b4760bb9c658afacca8c4e6669184e15face58391c7899c

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T05:12:05.664856Z digest=sha256:d1fdd2b7c34306fa9e7b0711f5138e57895e179aca19f665d2414b6e262524bd

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T05:12:05.751436Z digest=sha256:3caa6540023da171f47794a35402f3503c847c16affd01366fbdae4fa3e60e91

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T05:12:05.844082Z digest=sha256:7d5dbfc159ba38f9e8c1b58cd050ac5b7f82583c266b84c6c6f74820cdfae224

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T05:12:05.943358Z digest=sha256:d9696bc7fe879bbdceed6d024488dc10d035cac2dce6ea8f5988d9a7e587adc4

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T05:12:06.046972Z digest=sha256:13cfa07729222b4d4c6fc993ff2eec45532ece95dc53d054e9d582572813a32c

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T05:12:06.122897Z digest=sha256:3ef543ad631a5ad8592aca54f569d4377b4b14a80abb9240c34e88cc23068126

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T05:12:06.214393Z digest=sha256:ef3e0e97074b1e300f77622f539791ea15e083897950634c7187daff995c9ac4

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T05:12:06.293995Z digest=sha256:b31ca76708bcc6f5614c701916b36e99bd29a798c7beac92c1cc1dbf642e37fa

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T04:22:15.452449Z digest=sha256:bea794e5a692567599df54d7b664d3831e700f91cce975bab60d8aeabc8bf14d