Paper Citation Record · LEDGER

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning

As of 13 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2411.15212.

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

pith.paper-citation-record.v1
2411.15212 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T16:43:54.123138Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

31 of 31 outbound references displayed

verified exact5
verified fuzzy17
unresolved9
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7a810a16-82ce-4e26-add6-77513fb973fc · outbound

This paper cites A review on vlsi floor- planning optimization using metaheuristic algorithms,.

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning A review on vlsi floor- planning optimization using metaheuristic algorithms,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:43:54.909067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ed959a94-ad6a-46dc-a956-de9432b7ea7e · outbound

This paper cites A customized graph neural network model for guiding analog IC placement,.

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning A customized graph neural network model for guiding analog IC placement,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T16:43:54.007656Z

Source-reported events for the cited work

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Observation 1251ac55-f257-4b06-8798-dbc127536fc6 · outbound

This paper cites Reinforcement learning for combinatorial optimization: A survey,.

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning Reinforcement learning for combinatorial optimization: A survey,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T16:43:54.011464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c2ce585-f4d7-470f-a2dc-9bd8325cee52 · outbound

This paper cites Maskplace: Fast chip placement via rein- forced visual representation learning,.

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning Maskplace: Fast chip placement via rein- forced visual representation learning,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:43:54.889516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5eaad38e-d0fe-4d91-a979-7de8a2baa5a1 · outbound

This paper cites On joint learning for solving placement and routing in chip design,.

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning On joint learning for solving placement and routing in chip design,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:43:54.877331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f0c089f1-7a9b-40a5-b743-629a5ea592b2 · outbound

This paper cites Generalizable Floorplanner through Corner Block List Representation and Hypergraph Embedding,.

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning Generalizable Floorplanner through Corner Block List Representation and Hypergraph Embedding,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T16:43:54.025113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eee13026-f5a8-43eb-9361-152374e75a50 · outbound

This paper cites Chipformer: Trans- ferable chip placement via offline decision transformer,.

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning Chipformer: Trans- ferable chip placement via offline decision transformer,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:43:54.865543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 86b5cb36-f984-4a1c-ab47-75ce4657aa35 · outbound

This paper cites Miracle: Multi-action reinforcement learning-based chip floorplanning reasoner,.

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning Miracle: Multi-action reinforcement learning-based chip floorplanning reasoner,

Reference 8

Resolution: verified exact; raw_fallback, observed 2026-08-12T16:43:54.553310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 738f6176-a86d-4967-81fe-6705fc164628 · outbound

This paper cites Modeling relational data with graph convolutional net- works,.

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning Modeling relational data with graph convolutional net- works,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:43:54.852964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e11aabc1-5932-433c-b899-dd2146d5666e · outbound

This paper cites An Introduction to Convolutional Neural Networks.

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning An Introduction to Convolutional Neural Networks

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T16:43:54.039625Z

Source-reported events for the cited work

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Observation 43632342-884a-4998-86c1-b39be397fc03 · outbound

This paper cites Anagen: A methodology for analog circuit generation,.

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning Anagen: A methodology for analog circuit generation,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:43:54.841295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0d7be252-1707-4363-bc6f-4d336da98a8e · outbound

This paper cites A procedural generator for the sizing and physical synthesis of a mosfet low-side driver,.

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning A procedural generator for the sizing and physical synthesis of a mosfet low-side driver,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:43:54.829132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 36682717-5201-49d8-ae70-4edd1008c9c3 · outbound

This paper cites Fast ML-driven Analog Circuit Layout using Reinforcement Learning and Steiner Trees.

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning Fast ML-driven Analog Circuit Layout using Reinforcement Learning and Steiner Trees

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-12T16:43:54.468388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 316e4ace-cb1b-4b62-82fa-3afc2d94ee5f · outbound

This paper cites Symmetry within the sequence-pair representation in the context of placement for analog design,.

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning Symmetry within the sequence-pair representation in the context of placement for analog design,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:43:54.816944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 300bb2d0-a152-499d-ad03-5840e85673a1 · outbound

This paper cites A Novel B*tree Crossover-Based Simulated Annealing Algorithm for Com- binatorial Optimization in VLSI Fixed-Outline Floorplans,.

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning A Novel B*tree Crossover-Based Simulated Annealing Algorithm for Com- binatorial Optimization in VLSI Fixed-Outline Floorplans,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:43:54.804377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation dead038f-04fb-40bf-9f0b-3a46af3f1b6b · outbound

This paper cites Scalable and order invariant analog integrated circuit placement with Attention-based Graph-to-Sequence deep models,.

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning Scalable and order invariant analog integrated circuit placement with Attention-based Graph-to-Sequence deep models,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:43:54.792478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 60e36ea0-fe30-42e4-b7ff-7d4e89536085 · outbound

This paper cites Analog layout placement for FinFET technol- ogy using reinforcement learning,.

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning Analog layout placement for FinFET technol- ogy using reinforcement learning,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:43:54.782018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation afd9395e-bc98-4221-b02a-ba7b0482c4a0 · outbound

This paper cites A survey of graph neural networks for electronic design automation,.

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning A survey of graph neural networks for electronic design automation,

Reference 18

Resolution: verified exact; raw_fallback, observed 2026-08-12T16:43:54.449892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5fa2005d-5336-407a-bce7-6b03e70953ba · outbound

This paper cites Neu- ral message passing for quantum chemistry,.

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning Neu- ral message passing for quantum chemistry,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:43:54.771141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 040d4cc1-2efa-4ad8-9ff5-1842222c637c · outbound

This paper cites Semi-supervised classification with graph convolutional networks,.

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning Semi-supervised classification with graph convolutional networks,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:43:54.759000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 88e35aad-679e-435b-9df8-79819309a6e4 · outbound

This paper cites Machine learning based structure recognition in analog schematics for constraints generation,.

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning Machine learning based structure recognition in analog schematics for constraints generation,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:43:54.747454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ea93121f-e580-4c1e-ab2c-2ab44f9041b1 · outbound

This paper cites A graph placement methodology for fast chip design.

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning A graph placement methodology for fast chip design

Reference 22

Resolution: verified exact; raw_fallback, observed 2026-08-12T16:43:54.381766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation de82f740-bfba-4cab-b038-b263c13f1309 · outbound

This paper cites Toward Reinforcement Learning-based Rectilinear Macro Placement Under Human Constraints,.

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning Toward Reinforcement Learning-based Rectilinear Macro Placement Under Human Constraints,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:43:54.735834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6287625e-a4d8-4a72-ad8b-12390c4484dd · outbound

This paper cites Proximal Policy Optimization Algorithms.

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning Proximal Policy Optimization Algorithms

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T16:43:54.093549Z

Source-reported events for the cited work

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Observation 652b256a-eaaf-4233-94de-631fc1e5f332 · outbound

This paper cites A Closer Look at Invalid Action Masking in Policy Gradient Algorithms.

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning A Closer Look at Invalid Action Masking in Policy Gradient Algorithms

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T16:43:54.097758Z

Source-reported events for the cited work

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Observation 3e927cf2-8594-49a1-963d-e2aae15bcc1b · outbound

This paper cites Learning to Execute.

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning Learning to Execute

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-12T16:43:54.101432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ea1b388-2447-495d-998a-765c62d02d3c · outbound

This paper cites Magical: An open- source fully automated analog ic layout system from netlist to gdsii,.

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning Magical: An open- source fully automated analog ic layout system from netlist to gdsii,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:43:54.724601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation db378856-cf08-43a5-87a6-d04c9f97ef11 · outbound

This paper cites Align: A system for automating analog layout,.

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning Align: A system for automating analog layout,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:43:54.711905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1e6ef213-966b-4297-9f27-a4f19ee08312 · outbound

This paper cites Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph Neural Networks.

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph Neural Networks

Reference 29

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Source-reported events for the cited work

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Observation 10c967d2-cbc3-4ad2-9fe4-c0550fbc80b5 · outbound

This paper cites Stable-baselines3: Reliable reinforcement learning implementations,.

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning Stable-baselines3: Reliable reinforcement learning implementations,

Reference 30

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Source-reported events for the cited work

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Observation c5fe9fb9-d635-4468-8c92-fbf7c09ac6b0 · outbound

This paper cites Available: https://ieeexplore.ieee.org/document/9195880/.

Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning Available: https://ieeexplore.ieee.org/document/9195880/

Reference 2021

Resolution: verified exact; raw_fallback, observed 2026-08-12T16:43:54.278823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

No inbound Pith citation observations are available.