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Paper Citation Record · LEDGER

Understanding Learning Dynamics Through Structured Representations

As of 15 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 2026-08-15T06:32:42.880941+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:eee21c3579850d4336b4a7bb6489b080cb7875d43e5d561d6aca2e2f77566758

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T05:12:03.514867Z digest=sha256:35ea174ac7f66170cb9b3fe31adf455f22b0e9e5db7b764026adec2b93f9ddf8

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T05:12:03.626690Z digest=sha256:7ed54588d17eb7cc26fae061d671e04be2f34baf6a149c3c131e468e3a8edc37

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T05:12:03.681674Z digest=sha256:990c5eee24b2e0ce4865e8fcf7c39afab49f5dc85280fcb85e8bc550734594cb

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T05:12:03.792138Z digest=sha256:6d5b1d475821ecc88bb1fbcf3344ab9d162fcb52b70d0ff5158938cc5fdb06a7

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T05:12:03.873054Z digest=sha256:df8173bfa34ed33fdc2668d292e3eb27c1902fe47741b48abbc4c131b9cc25c7

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T05:12:03.979308Z digest=sha256:75d1c45f5042085c5f63fdb716a29e2c0523ff813a94fda5ae91a3b2949b5e59

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T05:12:04.105680Z digest=sha256:2a0d50fe5e3250b193274a2aae6f4c57b7e43fc3c3aedffb271958f9588752c6

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T05:12:04.220044Z digest=sha256:f826a9c4400699f0ef76c6fa9b9fc3d9bf0e0709c20921c243cb7572fcf65597

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T05:12:04.350365Z digest=sha256:d33f6fe3e7f9b272824b7f619d41fb12f0f102f0faa7b41391e40468a149849a

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T05:12:04.440726Z digest=sha256:75e3d2183ef906b5c9a57efe26f5ee526cb5ae1141b2197ba5f3b5affd90cce1

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T05:12:04.541901Z digest=sha256:8a3c03ef67a283533e400dbcfdbd18fabfb741a8f3fb3cb4667c697813887e18

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T05:12:04.642997Z digest=sha256:2c33af72a886579dc8be500b0b9c49bdce3f96fd20a35b961cbd2440e09a48f4

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T05:12:04.703287Z digest=sha256:1b064ee4106e0f6c355c256695b1b1bd3ad8810b319c393d2f2e577c57597917

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T05:12:04.785403Z digest=sha256:c1c16aa8503b4219dd9c3d32ceb202e800773d92b6aa4ea3cf5d94561c97eaf3

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T05:12:04.927676Z digest=sha256:25ced03058771e33b74b79a9a61e92d4cd65b8097cefc8c122031a902d828833

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T05:12:05.020339Z digest=sha256:b1fa7e548c59f2e8555970f94dedcf545dd4b9202f21f2e1293ab38a1bd998ef

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T05:12:05.108334Z digest=sha256:98f91cc356bb761a1c1fa218fa838c6b93f3fabcf76027e32937d894029327eb

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T05:12:05.199122Z digest=sha256:aacb824106401095c68c28646d4c934f658a0d9b94e1689359dc5b610932afa0

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
raw_fallback, observed 2026-08-06T05:12:08.609271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T05:12:05.294819Z digest=sha256:b09972002a5f84a59f7b2b50607b80fcfe8e1f0ceff0a0704be932e4c81e4b0e

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T05:12:05.389213Z digest=sha256:616279a9567960d6e60c7684760a7a6470f5b0dc196d4883f55daf23d6847804

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T05:12:05.491246Z digest=sha256:196c2a183d7f0832d8a170858bdaf3170e7770f43bb538fca45f7c0cc4f63beb

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T05:12:05.577796Z digest=sha256:b685d9edf302ef883e39182cf44e0b0a18a51c0970a26d423b5f228afab8ec8e

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T05:12:05.664856Z digest=sha256:108810a3528a0fb1d6b7774f1899aca1884d46672fc86ca56a88749fb949b008

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T05:12:05.751436Z digest=sha256:00cb1a453ed9fad4d3ac87458d1b47bd4f0323cb80230b449cb2e26179e80703

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T05:12:05.844082Z digest=sha256:7de441e12d7e31c1a3c25e367708de4d07bfb006503a41195f661b5c88f608af

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T05:12:05.943358Z digest=sha256:8afa8c8ddaacf47407daef83a1e3f0f0afc3983759b059868d01a8458f4c65d4

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T05:12:06.046972Z digest=sha256:a581f2e0a52a919a55bdae4e81118ed0c6a0e140d3eaf1cd1dd88cd2b3e809db

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T05:12:06.122897Z digest=sha256:3c327e6bc2bc985cacbc396046b49bc1db90ccf3bc56b51f788361589955b267

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T05:12:06.214393Z digest=sha256:150f1ac069077ac9ee578b4c91c39bd9f6e020254997ec40b138fb6241032c44

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-06T05:12:06.293995Z digest=sha256:59f783e57e36187ba230186fc4d3eb5f5e2591bdd35b0299ee2a5d9a5df18231

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T04:22:15.452449Z digest=sha256:f489e62d7c37dbd9c676ee43bbbda196e9f75987772d3743f60f76582b3386e9