Paper Citation Record · LEDGER

LayoutGKN: Graph Similarity Learning of Floor Plans

As of 22 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2509.03737.

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

pith.paper-citation-record.v1
2509.03737 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T10:50:14.969854Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

41 of 41 outbound references displayed

verified exact1
verified fuzzy38
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 44edda31-7770-4a75-98bf-8272e9b1e762 · outbound

This paper cites A Pattern Language: Towns, Buildings, Construction.

LayoutGKN: Graph Similarity Learning of Floor Plans A Pattern Language: Towns, Buildings, Construction

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.660724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 35c3f6f5-c9da-4c09-9607-2b34d57fb6c4 · outbound

This paper cites SimGNN: A Neural Network Approach to Fast Graph Similarity Computation.

LayoutGKN: Graph Similarity Learning of Floor Plans SimGNN: A Neural Network Approach to Fast Graph Similarity Computation

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.648817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fb64a4c8-9591-436e-bba9-86be7ae421b2 · outbound

This paper cites Layout Representation Learning with Spatial and Structural Hierarchies.

LayoutGKN: Graph Similarity Learning of Floor Plans Layout Representation Learning with Spatial and Structural Hierarchies

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.635629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 63189e27-2672-46e0-a0a9-e575434d41a4 · outbound

This paper cites Signature Verification using a ”Siamese” Time Delay Neural Network.

LayoutGKN: Graph Similarity Learning of Floor Plans Signature Verification using a ”Siamese” Time Delay Neural Network

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.623571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9641faee-d2f9-4bc8-8f59-c8ec3d17ba38 · outbound

This paper cites A Simple Framework for Contrastive Learn- ing of Visual Representations.

LayoutGKN: Graph Similarity Learning of Floor Plans A Simple Framework for Contrastive Learn- ing of Visual Representations

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.610802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation da319e6d-aae6-4577-b3a7-aa39e2b1a732 · outbound

This paper cites Scalable Kernels for Graphs with Continuous Attributes.

LayoutGKN: Graph Similarity Learning of Floor Plans Scalable Kernels for Graphs with Continuous Attributes

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.597642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f05520bd-5587-4f8f-8ded-b47192b454f7 · outbound

This paper cites Char- acterizing Structural Relationships in Scenes Using Graph Kernels.

LayoutGKN: Graph Similarity Learning of Floor Plans Char- acterizing Structural Relationships in Scenes Using Graph Kernels

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.585478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6e7f6fa8-3f6d-44be-9af5-6b55d23d2507 · outbound

This paper cites COHO: Context-Sensitive City- Scale Hierarchical Urban Layout Generation.

LayoutGKN: Graph Similarity Learning of Floor Plans COHO: Context-Sensitive City- Scale Hierarchical Urban Layout Generation

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.573755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 08e4abf2-cfcc-4ce4-b857-163cb901d62c · outbound

This paper cites Segment Anything Model for Road Network Graph Extraction.

LayoutGKN: Graph Similarity Learning of Floor Plans Segment Anything Model for Road Network Graph Extraction

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.561814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 47086ed8-3b8a-4ed3-8b71-34d1f3bda833 · outbound

This paper cites Space Syn- tax.

LayoutGKN: Graph Similarity Learning of Floor Plans Space Syn- tax

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.549209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d55b5d0c-21a4-4433-8eb3-c4020e7be523 · outbound

This paper cites Deep Metric Learning Using Triplet Network.

LayoutGKN: Graph Similarity Learning of Floor Plans Deep Metric Learning Using Triplet Network

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.536859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0f7d325e-d12c-425a-9c7f-6ebf96c68e83 · outbound

This paper cites SHRAG: Semantic Hierarchical Graph for Floorplan Representation.

LayoutGKN: Graph Similarity Learning of Floor Plans SHRAG: Semantic Hierarchical Graph for Floorplan Representation

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.525027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f8d76d5d-f653-4096-b9e0-4ea968c660a6 · outbound

This paper cites An Interactive Floor Plan Image Retrieval Framework Based on Structural Features.

LayoutGKN: Graph Similarity Learning of Floor Plans An Interactive Floor Plan Image Retrieval Framework Based on Structural Features

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.512790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ef1d4a4e-d353-4f84-96c6-e98f3164583d · outbound

This paper cites Kriege, Fredrik D.

LayoutGKN: Graph Similarity Learning of Floor Plans Kriege, Fredrik D

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.500687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f70dfa7c-de39-4a7e-86cd-b04d4fb734a2 · outbound

This paper cites Graph Matching Networks for Learning the Similarity of Graph Structured Objects.

LayoutGKN: Graph Similarity Learning of Floor Plans Graph Matching Networks for Learning the Similarity of Graph Structured Objects

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T10:50:13.522749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae62e8e1-d142-4cad-b568-1ecc0b479708 · outbound

This paper cites Decoupled Weight Decay Regularization.

LayoutGKN: Graph Similarity Learning of Floor Plans Decoupled Weight Decay Regularization

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.488128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a16e013f-15c9-4ce3-b862-6ba45c71e183 · outbound

This paper cites Ahmed, Theodore L.

LayoutGKN: Graph Similarity Learning of Floor Plans Ahmed, Theodore L

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.475604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0e4de341-087f-4e93-8d43-96456b615e17 · outbound

This paper cites Learning Structural Similarity of User Interface Layouts Using Graph Networks.

LayoutGKN: Graph Similarity Learning of Floor Plans Learning Structural Similarity of User Interface Layouts Using Graph Networks

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.463343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0e0ab6cd-a933-4709-b203-a6357a31b287 · outbound

This paper cites House-GAN: Relational Generative Adversarial Networks for Graph-Constrained House Layout Generation.

LayoutGKN: Graph Similarity Learning of Floor Plans House-GAN: Relational Generative Adversarial Networks for Graph-Constrained House Layout Generation

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.451160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation de0f235e-8999-44a0-9cb4-59ece09f5cef · outbound

This paper cites Floor Plan Recommendation System using Graph Neural Network with Spatial Relationship Dataset.Journal of Build- ing Engineering, 2023.

LayoutGKN: Graph Similarity Learning of Floor Plans Floor Plan Recommendation System using Graph Neural Network with Spatial Relationship Dataset.Journal of Build- ing Engineering, 2023

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.438111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f82e8887-9f21-439c-b7a7-d630aab24acf · outbound

This paper cites LayoutGMN: Neural Graph Match- ing for Structural Layout Similarity.

LayoutGKN: Graph Similarity Learning of Floor Plans LayoutGMN: Neural Graph Match- ing for Structural Layout Similarity

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.425567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7e27a506-7256-4c64-8364-ebd483f14b19 · outbound

This paper cites Pizarro, Nancy Hitschfeld, Ivan Sipiran, and Jose M.

LayoutGKN: Graph Similarity Learning of Floor Plans Pizarro, Nancy Hitschfeld, Ivan Sipiran, and Jose M

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.413474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 37251bad-c6a4-4353-a805-1fe768853cb1 · outbound

This paper cites Learning Graph Edit Distance by Graph Neural Networks.

LayoutGKN: Graph Similarity Learning of Floor Plans Learning Graph Edit Distance by Graph Neural Networks

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.399782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6f3e64e1-521d-43e0-9659-6a63090a9ebd · outbound

This paper cites Semantic Pattern-based Retrieval of Architectural Floor Plans with Case-based and Graph-based Searching Techniques and their Evaluation and Visualization.

LayoutGKN: Graph Similarity Learning of Floor Plans Semantic Pattern-based Retrieval of Architectural Floor Plans with Case-based and Graph-based Searching Techniques and their Evaluation and Visualization

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.386485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 81f579a7-cf64-48c1-83e8-93437dd7c244 · outbound

This paper cites A Distance Measure Be- tween Attributed Relational Graphs for Pattern Recognition.

LayoutGKN: Graph Similarity Learning of Floor Plans A Distance Measure Be- tween Attributed Relational Graphs for Pattern Recognition

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.373702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a10ad98a-8e4c-4b37-97fe-e4a16cc535a9 · outbound

This paper cites High-level Feature Aggregation for Fine-Grained Architectural Floor Plan Retrieval.

LayoutGKN: Graph Similarity Learning of Floor Plans High-level Feature Aggregation for Fine-Grained Architectural Floor Plan Retrieval

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.360279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 32a8ce42-5cf6-45bd-885f-dd45040e5b9e · outbound

This paper cites Borgwardt.

LayoutGKN: Graph Similarity Learning of Floor Plans Borgwardt

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.346660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0c80c30a-18f4-4bb7-bd9d-e3d7bdcf2bb4 · outbound

This paper cites an unresolved cited work.

LayoutGKN: Graph Similarity Learning of Floor Plans Unresolved cited work

Reference 28

Resolution: verified exact; raw_fallback, observed 2026-08-05T10:50:15.142060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 69f7aaee-e079-4d7a-b76c-4349b00c941f · outbound

This paper cites Architectural Morphology: An Introduc- tion to the Geometry of Building Plans.

LayoutGKN: Graph Similarity Learning of Floor Plans Architectural Morphology: An Introduc- tion to the Geometry of Building Plans

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.333663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 27784aee-402e-4aab-b1b5-b69277296495 · outbound

This paper cites Similar Floor Plan Retrieval featuring Multi- Task Learning of Layout Type Classification and Room Pres- ence Prediction.

LayoutGKN: Graph Similarity Learning of Floor Plans Similar Floor Plan Retrieval featuring Multi- Task Learning of Layout Type Classification and Room Pres- ence Prediction

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.321344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 44317341-4875-42ce-81d5-1a6f5ce8a10d · outbound

This paper cites SSIG: A Visually-Guided Graph Edit Distance for Floor Plan Similarity.

LayoutGKN: Graph Similarity Learning of Floor Plans SSIG: A Visually-Guided Graph Edit Distance for Floor Plan Similarity

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.308537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3994706e-2248-4477-b0a0-f5e327d7d7a1 · outbound

This paper cites MSD: A Benchmark Dataset for Floor Plan Generation of Building Complexes.

LayoutGKN: Graph Similarity Learning of Floor Plans MSD: A Benchmark Dataset for Floor Plan Generation of Building Complexes

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.294228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bdb4e13c-71be-4759-b574-dc6fe5893f74 · outbound

This paper cites Graph At- tention Networks.

LayoutGKN: Graph Similarity Learning of Floor Plans Graph At- tention Networks

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.281193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d9030e31-9b21-4640-9dda-3c2acb32f1cd · outbound

This paper cites The Room Connectivity Graph: Shape Retrieval in the Architectural Domain.

LayoutGKN: Graph Similarity Learning of Floor Plans The Room Connectivity Graph: Shape Retrieval in the Architectural Domain

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.269520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3336e931-bb12-4cb3-aae4-3a064dbf61d3 · outbound

This paper cites Data-driven Interior Plan Genera- tion for Residential Buildings.

LayoutGKN: Graph Similarity Learning of Floor Plans Data-driven Interior Plan Genera- tion for Residential Buildings

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.256067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2f9556e2-684d-4844-bab1-d276ce9f5963 · outbound

This paper cites Cross-Domain Doc- ument Layout Analysis via Unsupervised Document Style Guide.

LayoutGKN: Graph Similarity Learning of Floor Plans Cross-Domain Doc- ument Layout Analysis via Unsupervised Document Style Guide

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.242471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9e4919f2-fe14-4933-8d03-e0521c12d679 · outbound

This paper cites How Powerful are Graph Neural Networks? In ICLR, 2019.

LayoutGKN: Graph Similarity Learning of Floor Plans How Powerful are Graph Neural Networks? In ICLR, 2019

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.227666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8bb43cbc-aacf-4845-b51e-a0b95cd3f62b · outbound

This paper cites Distance Metric Learning: A Comprehensive Survey.

LayoutGKN: Graph Similarity Learning of Floor Plans Distance Metric Learning: A Comprehensive Survey

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.214543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a8a00cf9-bf26-4e2b-a9c4-75b0a64b5567 · outbound

This paper cites an unresolved cited work.

LayoutGKN: Graph Similarity Learning of Floor Plans Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-05T10:50:15.200697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a01a9c70-53d2-440a-9d18-fe2581ecc01c · outbound

This paper cites GraSP: Sim- ple yet Effective Graph Similarity Predictions.

LayoutGKN: Graph Similarity Learning of Floor Plans GraSP: Sim- ple yet Effective Graph Similarity Predictions

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.186556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3b8f9dbe-7ac7-40a8-b842-d90aabdec27f · outbound

This paper cites living room.

LayoutGKN: Graph Similarity Learning of Floor Plans living room

Reference 2025

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:50:15.172815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.