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Paper Citation Record · LEDGER

Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics

As of 15 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2506.10577.

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

pith.paper-citation-record.v1
2506.10577 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:27:03.044289Z

measured 30 of 30 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 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

30 of 30 outbound references displayed

  • verified exact0
  • verified fuzzy24
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation aea714c1-3d60-4eaf-b543-8598dd3a1d43 · outbound

This paper cites In: Proceedings of the 56th Annual Design Automation Conference 2019.

Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics In: Proceedings of the 56th Annual Design Automation Conference 2019

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:27:03.362154Z

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.

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Observation 611f7699-f67f-45ad-aab7-a868c5ec90cd · outbound

This paper cites an unresolved cited work.

Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:27:03.352494Z

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=2026-08-07T04:27:02.940412Z digest=sha256:1effb56317d446722d7fb8748d4ea220dadf9aa79ce947350c993effb7bcb6df

Observation d86b4994-daec-4c5b-8c72-123d10e77180 · outbound

This paper cites IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 41(5), 1209–1221 (2021).

Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 41(5), 1209–1221 (2021)

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:27:03.341837Z

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=2026-08-07T04:27:02.944491Z digest=sha256:89e694228194d8f3ab961df8e12b2eaaa95a66f9d5c87137529c74f2aa22f4c1

Observation 02371fdb-bbdf-485c-8897-6eb060fef888 · outbound

This paper cites Advances in Neural Information Processing Systems 34, 16508–16519 (2021).

Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics Advances in Neural Information Processing Systems 34, 16508–16519 (2021)

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:27:03.331192Z

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=2026-08-07T04:27:02.948417Z digest=sha256:c95b74f9df0b48e03373d6bfaa9ee6b2053f996e470c6c96c9a5afdd73810829

Observation 11cbdd93-b6c2-4a6b-bc30-6b89afed765e · outbound

This paper cites International Conference on Learning Representations (2023).

Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics International Conference on Learning Representations (2023)

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:27:03.321485Z

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=2026-08-07T04:27:02.952534Z digest=sha256:75b9dbab2fb9d39db39877678834aed4c55c0d3f0d802f2a50c0d675db2951a3

Observation 608e60ce-8ec9-484d-bb7d-dd227c2b2897 · outbound

This paper cites Advances in Neural Information Processing Systems 30 (2017) 10 GNNs for Automatic Addition of Optimizing Components in PCB Schematics A PREPRINT.

Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics Advances in Neural Information Processing Systems 30 (2017) 10 GNNs for Automatic Addition of Optimizing Components in PCB Schematics A PREPRINT

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:27:03.312071Z

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=2026-08-07T04:27:02.956325Z digest=sha256:af11e5e13217334137d03024c309f8c32d9cc4f6449c58b7b72acd98ee46320f

Observation 31db7185-fa49-4e44-bf3e-d04be4f9d41c · outbound

This paper cites In: 2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC).

Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics In: 2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC)

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:27:03.301348Z

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=2026-08-07T04:27:02.960674Z digest=sha256:c026c2d956bf0d3bfad7430e80b0fa022e49e48573bff8e1ca15a85d4a5fb88c

Observation 3e79dbc6-5ffc-4247-b42a-cab1dbaf5c23 · outbound

This paper cites International Conference on Learning Representations (2020).

Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics International Conference on Learning Representations (2020)

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:27:03.291594Z

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=2026-08-07T04:27:02.964269Z digest=sha256:da5b4c73015a5dce9730c4ed70fda82c903ca05e3058e8fc43c41a2ca938c1a7

Observation c6d54702-37a5-4a57-8393-da5f70f1ae82 · outbound

This paper cites ACM Transactions on Design Automation of Electronic Systems (TODAES) 26(5), 1–46 (2021).

Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics ACM Transactions on Design Automation of Electronic Systems (TODAES) 26(5), 1–46 (2021)

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:27:03.282121Z

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=2026-08-07T04:27:02.967770Z digest=sha256:16be64b0d619036cac7b1283384a10ed07d466963e93abd13cc16067b75f30a5

Observation c8d39eb8-e518-4b2e-9f07-271533da75da · outbound

This paper cites Variational Graph Auto-Encoders.

Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics Variational Graph Auto-Encoders

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T04:27:02.971903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:27:02.971903Z digest=sha256:5a4bf7ce2e252730add69e886e8a7cd7900da48d4848f98ca07331de4d1a23d7

Observation 426df976-36d0-4996-91a3-31bfe49789ad · outbound

This paper cites International Confer- ence on Learning Representations (2017).

Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics International Confer- ence on Learning Representations (2017)

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:27:03.272638Z

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=2026-08-07T04:27:02.975877Z digest=sha256:cdc6789a68860a924aa86a4e35b3fc502fea2651390cea581a6b775de6a69a08

Observation 6241442e-8d48-43b0-9210-7b295ca79300 · outbound

This paper cites In: 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics In: 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE)

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:27:03.262972Z

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=2026-08-07T04:27:02.979354Z digest=sha256:981850f8e04b9db2f1aae5c7f09140d66f073df0b43a8b008fea0df1abc6db20

Observation dcec0c9b-5f26-42a1-8bbb-1ddca7571b85 · outbound

This paper cites International Conference on Learning Represen- tations (2019).

Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics International Conference on Learning Represen- tations (2019)

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:27:03.253611Z

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=2026-08-07T04:27:02.982942Z digest=sha256:256c89eb3add248190ef85a721965634719e5946fedda1602c8c1046103dd912

Observation d305ad01-52e5-4c9c-91e8-a7e0a0a4100b · outbound

This paper cites Electronics 11(3), 435 (2022).

Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics Electronics 11(3), 435 (2022)

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:27:03.243569Z

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=2026-08-07T04:27:02.986804Z digest=sha256:767e64eb56655c8a8ce1c1be4a64ebf3746ba048033f8686f4e5507d10f2b49e

Observation f171e03b-9ea3-47ad-a5fa-3f900e14159d · outbound

This paper cites Chip Placement with Deep Reinforcement Learning.

Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics Chip Placement with Deep Reinforcement Learning

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T04:27:02.990203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:27:02.990203Z digest=sha256:9d928c31130b1e0d79e59abc72e89135cf546c8abd992ad5e50ccbd634e9a9b3

Observation cc1e1b83-d25f-4e12-8e41-f25fc841c29d · outbound

This paper cites Nature 594(7862), 207–212 (2021).

Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics Nature 594(7862), 207–212 (2021)

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:27:03.234575Z

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=2026-08-07T04:27:02.994225Z digest=sha256:e12b5d1255dc3c57b124c23bbe45ca9a459eb270ac2212cf20b4972165048e95

Observation 95ac3b77-87c3-41a0-bb43-cf8ed9ca528c · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T04:27:02.997726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:27:02.997726Z digest=sha256:96a9998a735c8995bfb52257b33d3e09488b1f691324cc6e186fab42525a3c28

Observation 64c990cc-f5e9-4e32-8074-e2521c3d3469 · outbound

This paper cites In: 2020 57th ACM/IEEE Design Automation Conference (DAC).

Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics In: 2020 57th ACM/IEEE Design Automation Conference (DAC)

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:27:03.225218Z

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=2026-08-07T04:27:03.001515Z digest=sha256:e76248bc6570ca868347db8a6073b8f7727c9cdef290842542217524b36777e9

Observation ef8fd78f-14fc-49e7-b261-4e1c3ec503a8 · outbound

This paper cites Neural Computing and Applications 35(16), 12145–12157 (2023).

Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics Neural Computing and Applications 35(16), 12145–12157 (2023)

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:27:03.216045Z

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=2026-08-07T04:27:03.004961Z digest=sha256:e1b11c3b71ef86564692b77a824bfa292295269e39820e626c10370480bb3546

Observation 4fe8796f-0317-4d1b-8ba1-11153f5d9c3d · outbound

This paper cites ACM Transactions on Design Automation of Electronic Systems 28(2), 1–27 (2023).

Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics ACM Transactions on Design Automation of Electronic Systems 28(2), 1–27 (2023)

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:27:03.205835Z

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.

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Observation adade457-3642-412c-b118-f718d686d19e · outbound

This paper cites In: 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics In: 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE)

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:27:03.195409Z

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=2026-08-07T04:27:03.012521Z digest=sha256:0a86259e8c8ca3f90e3d163b5a2304321ff186af3f1db157c0c4c2099e6f151d

Observation a98d438b-cbf9-4826-bfa3-cd58d107df10 · outbound

This paper cites In: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (2021).

Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics In: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (2021)

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:27:03.185780Z

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=2026-08-07T04:27:03.016313Z digest=sha256:71d1f4495ee929eff9d87b41da418210eed7b8b39276afb77ba5be87c15be166

Observation eafd59e2-8e9d-49a6-b0a3-b4a9eec76a27 · outbound

This paper cites In: 2024 25th International Symposium on Quality Electronic Design (ISQED).

Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics In: 2024 25th International Symposium on Quality Electronic Design (ISQED)

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:27:03.175767Z

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=2026-08-07T04:27:03.019739Z digest=sha256:c9e4e33cc6fe858612d30a8d00e6619312868501ac16dc62e6fc20f8c100aebc

Observation b03a2f90-23a4-48a4-9a60-bed09ed82f60 · outbound

This paper cites International Conference on Learning Representations (2018).

Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics International Conference on Learning Representations (2018)

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:27:03.166170Z

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=2026-08-07T04:27:03.023179Z digest=sha256:9ef6f5ddbd3b69a5f5e9ee28d5e522433653cb8052e1a69bf11767d9128586dd

Observation 6536d509-b6ed-4a5a-835d-280489e95b92 · outbound

This paper cites In: 2020 57th ACM/IEEE Design Automation Conference (DAC).

Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics In: 2020 57th ACM/IEEE Design Automation Conference (DAC)

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:27:03.156071Z

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=2026-08-07T04:27:03.026583Z digest=sha256:578020ce24e4e2a58704e004e965d8400f7e5f5881ed211ebaa5beea8d98755a

Observation b89cd0d3-2358-4e48-a521-dbba71fa4e4e · outbound

This paper cites Advances in Neural Information Processing Systems 33, 5776–5788 (2020).

Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics Advances in Neural Information Processing Systems 33, 5776–5788 (2020)

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:27:03.145488Z

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=2026-08-07T04:27:03.030123Z digest=sha256:146858c0ad8fad866b01ecdd3069b5ed25964208b0f53e1350f7be1816e1bd02

Observation 6144a27f-bb19-4e98-b4b7-7566c444395e · outbound

This paper cites In: 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD).

Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics In: 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:27:03.135241Z

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=2026-08-07T04:27:03.033500Z digest=sha256:c3ca59cd779aae1fe695bfa0aaedb0d54e0bab645197d04a070a97721fbab004

Observation 0d64ca83-3d71-468b-93f1-1ae51ef448fb · outbound

This paper cites an unresolved cited work.

Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:27:03.125258Z

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=2026-08-07T04:27:03.037083Z digest=sha256:bdaee15b2b2d41428d9fdd9285207b8146d59a1253f0da71be4ee2f5ad336c84

Observation fb794eda-ef48-489d-927c-ca42058763ce · outbound

This paper cites In: Proceedings of the 55th Annual Design Automation Conference.

Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics In: Proceedings of the 55th Annual Design Automation Conference

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:27:03.115250Z

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=2026-08-07T04:27:03.040747Z digest=sha256:f7afcdea69da3c3e13da0cff52c52b61a2e2b9ade056ebd405ddfd1753a06779

Observation 72541f48-81de-4853-8173-ab3ba140c814 · outbound

This paper cites an unresolved cited work.

Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:27:03.104111Z

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.

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Pith citing papers

No inbound Pith citation observations are available.