Paper Citation Record · LEDGER

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models

As of 8 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 3 inbound Pith citation observations for arXiv:2505.24260.

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

pith.paper-citation-record.v1
2505.24260 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:35:19.124647Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-22T12:02:51.613448Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

46 of 46 outbound references displayed

verified exact17
verified fuzzy13
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 556f165c-d6b2-4266-98fe-ccaab136c193 · outbound

This paper cites , author Strano, E.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models , author Strano, E

Reference 1

Resolution: verified exact; raw_fallback, observed 2026-08-07T12:35:23.556439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e9601f1d-0078-42fc-8200-0b4d024b2289 · outbound

This paper cites , and author Huang, W.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models , and author Huang, W

Reference 2

Resolution: verified exact; raw_fallback, observed 2026-08-07T12:35:23.203652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fff2b7c8-424e-481b-af73-c5b48f7370de · outbound

This paper cites an unresolved cited work.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models Unresolved cited work

Reference 3

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Source-reported events for the cited work

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Observation 3411da2d-b0a6-4221-a52d-af842483735f · outbound

This paper cites , author Khalifa, M.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models , author Khalifa, M

Reference 4

Resolution: verified exact; doi, observed 2026-08-07T12:35:27.076330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 81e86a27-f367-44b7-82f3-d8e2e4f81271 · outbound

This paper cites ( year 2013 ).

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models ( year 2013 )

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:26.912276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8ad877c7-33ae-4852-a975-6ca079e45cb1 · outbound

This paper cites Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:14.684733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f74ade27-bd09-406f-a139-c2eb27686fc7 · outbound

This paper cites ( year 2024 ).

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models ( year 2024 )

Reference 7

Resolution: verified exact; doi, observed 2026-08-07T12:35:21.277515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 221d187f-f90e-426a-8de0-2e32f2475182 · outbound

This paper cites , and author Michaels, W.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models , and author Michaels, W

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:26.702728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation eeb3f452-ad8c-442f-93c4-993f93791423 · outbound

This paper cites ( year 2021 ).

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models ( year 2021 )

Reference 9

Resolution: verified exact; doi, observed 2026-08-07T12:35:21.103466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f37b33fe-a5f8-4b8f-a06a-aec9de5d8067 · outbound

This paper cites , author White, T.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models , author White, T

Reference 10

Resolution: verified exact; raw_fallback, observed 2026-08-07T12:35:22.726678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3217c443-b6cb-47bc-89b9-0bd0cc3f9f91 · outbound

This paper cites , and author Nichol, A.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models , and author Nichol, A

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:26.517353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ccd054b9-413d-4f70-a3c4-cfc6bd851678 · outbound

This paper cites , author Schlesinger, D.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models , author Schlesinger, D

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:26.310683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e8a8bd94-345e-4a08-a761-cffcb45c8f0e · outbound

This paper cites , author Vernez-Moudon, A.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models , author Vernez-Moudon, A

Reference 13

Resolution: verified exact; doi, observed 2026-08-07T12:35:20.919803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 50de9cdb-e7db-48da-9929-a040850e9886 · outbound

This paper cites , author Weinmann, M.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models , author Weinmann, M

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:26.124318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 41a1de6b-793a-4f1d-82b8-236252475b89 · outbound

This paper cites , author Jain, A.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models , author Jain, A

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:25.945387Z

Source-reported events for the cited work

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Observation fcd26ab1-dc5e-4a30-8655-03f8544dad9b · outbound

This paper cites , author Ma, J.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models , author Ma, J

Reference 16

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2b29379-4030-470e-bd1a-8389da96ff18 · outbound

This paper cites , author Ma, J.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models , author Ma, J

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:15.823954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71af18d9-af2e-4912-8b9a-c411c2aedbac · outbound

This paper cites , author Ma, J.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models , author Ma, J

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:15.995368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3db19d2-7409-474c-aa59-a71fb2725079 · outbound

This paper cites , author Li, M.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models , author Li, M

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:25.691879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e698ddc3-a569-4c2f-958d-a918661e2f76 · outbound

This paper cites , author Gao, S.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models , author Gao, S

Reference 20

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f36f80f8-018e-4454-a44d-e8a2eb3cf078 · outbound

This paper cites Auto-Encoding Variational Bayes.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models Auto-Encoding Variational Bayes

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:16.315157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 308346e8-390f-4c99-9d67-81d021d86ca5 · outbound

This paper cites , author Yang, Y.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models , author Yang, Y

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:16.442828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ff66243-cb58-4af7-b481-77a228b68541 · outbound

This paper cites , author Danelljan, M.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models , author Danelljan, M

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:25.410710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b8e7dbba-85b0-4719-8a43-8ef36b2b9da8 · outbound

This paper cites ( year 1964 ).

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models ( year 1964 )

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:25.128269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2b8d92c6-ad6a-4c19-b2ee-9382a18dda32 · outbound

This paper cites , and author Larson, K.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models , and author Larson, K

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:24.798507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3e40a3be-1c1e-43e5-b376-7432acf78aaa · outbound

This paper cites ( year 2016 ).

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models ( year 2016 )

Reference 26

Resolution: verified exact; doi, observed 2026-08-07T12:35:20.750021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation eed19f0a-bf95-482e-b8c8-09211788d559 · outbound

This paper cites Autoencoder Image Interpolation by Shaping the Latent Space.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models Autoencoder Image Interpolation by Shaping the Latent Space

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:35:20.551812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c9b90298-8c64-45d0-a2ec-4a8550550db8 · outbound

This paper cites , author No, W.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models , author No, W

Reference 28

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf6bb615-27b6-41db-b4b4-3ea9daa9d903 · outbound

This paper cites an unresolved cited work.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models Unresolved cited work

Reference 29

Resolution: verified exact; doi, observed 2026-08-07T12:35:20.365109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 269c2c41-b7e1-461e-8d2f-3a394647a0b3 · outbound

This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:17.468038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3389141-6e4b-4971-85bd-c8bdd7a5eac4 · outbound

This paper cites , author Solé-Ribalta, A.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models , author Solé-Ribalta, A

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:17.608214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c8f2711-aa48-4099-a446-fec9b9538576 · outbound

This paper cites , author Blattmann, A.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models , author Blattmann, A

Reference 32

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 19fa6301-1836-494b-ad61-f1235785827c · outbound

This paper cites , author Chan, W.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models , author Chan, W

Reference 33

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d10f854-b607-43be-b656-faddd221d1e9 · outbound

This paper cites , author Chan, W.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models , author Chan, W

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:24.223380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 035a7a83-29ac-42f9-aab4-23707ea58a83 · outbound

This paper cites , and author Cao, J.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models , and author Cao, J

Reference 35

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c63a8386-045a-476a-8b00-a060fdb2904c · outbound

This paper cites , author Liu, C.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models , author Liu, C

Reference 36

Resolution: verified exact; doi, observed 2026-08-07T12:35:20.161869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 672016be-839e-4cd0-adb0-97e97628ef22 · outbound

This paper cites , author Lee, H.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models , author Lee, H

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:23.917916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d6e66041-d63d-4063-8d7c-3517468192fb · outbound

This paper cites , author Liu, K.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models , author Liu, K

Reference 38

Resolution: verified exact; raw_fallback, observed 2026-08-07T12:35:21.927473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3b73f2a8-83b0-4f91-a9c9-87327e94757d · outbound

This paper cites , author Wu, L.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models , author Wu, L

Reference 39

Resolution: verified exact; doi, observed 2026-08-07T12:35:19.988875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e3b2dbcc-47a7-4ce0-a96e-3311d0f47ade · outbound

This paper cites In-Context Learning Unlocked for Diffusion Models.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models In-Context Learning Unlocked for Diffusion Models

Reference 40

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2798297a-ecf8-477c-ab5f-0f8eebfab0f5 · outbound

This paper cites , author Ding, N.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models , author Ding, N

Reference 41

Resolution: verified exact; doi, observed 2026-08-07T12:35:19.838587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 87dc5de7-ef4a-4a1d-b000-a3e7d2ba339a · outbound

This paper cites , and author Biljecki, F.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models , and author Biljecki, F

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:18.757654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fb5815a-0b96-4328-902c-b9d581dbace7 · outbound

This paper cites , author Du, J.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models , author Du, J

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:18.850836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58de7fee-8e2f-4b20-875a-ba0077b8ebe9 · outbound

This paper cites , author Rao, A.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models , author Rao, A

Reference 44

Resolution: verified exact; raw_fallback, observed 2026-08-07T12:35:21.530891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2ff47a26-e59e-4756-bd93-ce5078cb81c7 · outbound

This paper cites , author Li, H.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models , author Li, H

Reference 45

Resolution: verified exact; doi, observed 2026-08-07T12:35:19.670651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 265ce2ab-2fcc-4943-be98-dd4d0226c229 · outbound

This paper cites Advancing Transportation Mode Share Analysis with Built Environment: Deep Hybrid Models with Urban Road Network.

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models Advancing Transportation Mode Share Analysis with Built Environment: Deep Hybrid Models with Urban Road Network

Reference 46

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:35:19.306893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation ae7f7e3b-b628-46c3-bd22-1efa4039b1ed · inbound

StreetDesignAI: Broadening Designer Perspectives Through Multi-Persona Evaluation of Cycling Infrastructure cites this paper.

StreetDesignAI: Broadening Designer Perspectives Through Multi-Persona Evaluation of Cycling Infrastructure Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-16T12:42:52.935720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 064c4d5f-41d0-4d3f-9add-e1195c356659 · inbound

StreetDesignAI: Broadening Designer Perspectives Through Multi-Persona Evaluation of Cycling Infrastructure cites this paper.

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-22T12:04:51.504261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d0cbdc84-0482-4e34-abf0-3e6ff82d800c · inbound

Built Environment Reasoning from Remote Sensing Imagery Using Large Vision--Language Models cites this paper.

Built Environment Reasoning from Remote Sensing Imagery Using Large Vision--Language Models Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models

Reference 235

Resolution: verified exact; arxiv_id, observed 2026-05-12T01:11:13.498591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.