Paper Citation Record · LEDGER

ComfyGI: Automatic Improvement of Image Generation Workflows

As of 24 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 3 inbound Pith citation observations for arXiv:2411.14193.

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

pith.paper-citation-record.v1
2411.14193 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T15:29:35.428691Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:32:35.826786Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T14:28:31.211065Z

Reference resolution

45 of 45 outbound references displayed

verified exact0
verified fuzzy22
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f6b9d9b2-d798-4d56-89bd-fba1a9505f24 · outbound

This paper cites Comparing line and ast granularity level for program repair using pyggi.

ComfyGI: Automatic Improvement of Image Generation Workflows Comparing line and ast granularity level for program repair using pyggi

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:29:37.282924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c1b6fbb5-d343-4e8b-95e4-04610ddadcac · outbound

This paper cites Stableyolo: Optimizing image generation for large language models.

ComfyGI: Automatic Improvement of Image Generation Workflows Stableyolo: Optimizing image generation for large language models

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:29:37.251819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a0779dcb-8f9c-44c5-b6b3-c0062669f506 · outbound

This paper cites E., Callan, J., Even-Mendoza, K., Geiger, A., Hanna, C., Petke, J., Sarro, F., and Sobania, D.

ComfyGI: Automatic Improvement of Image Generation Workflows E., Callan, J., Even-Mendoza, K., Geiger, A., Hanna, C., Petke, J., Sarro, F., and Sobania, D

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:29:37.214408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2c1a7ec2-04ea-438f-a72b-026ae4770991 · outbound

This paper cites an unresolved cited work.

ComfyGI: Automatic Improvement of Image Generation Workflows Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:29:37.177326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8afb7289-c3b2-4072-8c2d-f65da9db20b5 · outbound

This paper cites R., Petke, J., and Harman, M.

ComfyGI: Automatic Improvement of Image Generation Workflows R., Petke, J., and Harman, M

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:29:37.144971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e15868a5-9b9c-4d69-ad0e-439d0a6823dd · outbound

This paper cites and Petke, J.

ComfyGI: Automatic Improvement of Image Generation Workflows and Petke, J

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:29:37.104945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 593eea89-662c-4e24-bfbf-edc8fec4f69f · outbound

This paper cites an unresolved cited work.

ComfyGI: Automatic Improvement of Image Generation Workflows Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:29:37.068384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 729c511f-f6a8-4356-99fa-766370ba8fad · outbound

This paper cites and Nichol, A.

ComfyGI: Automatic Improvement of Image Generation Workflows and Nichol, A

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T15:29:35.047381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e091ab4-e038-499a-918b-47bab55dd927 · outbound

This paper cites Cogview: Mastering text-to-image generation via transformers.

ComfyGI: Automatic Improvement of Image Generation Workflows Cogview: Mastering text-to-image generation via transformers

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T15:29:35.053528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 720a9e75-74ef-499c-9046-dabc33e2a0b8 · outbound

This paper cites RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment.

ComfyGI: Automatic Improvement of Image Generation Workflows RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T15:29:35.068247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db52ac98-0226-4516-b970-c0a24da5b93a · outbound

This paper cites Crafting Generative Art through Genetic Improvement: Managing Creative Outputs in Diverse Fitness Landscapes.

ComfyGI: Automatic Improvement of Image Generation Workflows Crafting Generative Art through Genetic Improvement: Managing Creative Outputs in Diverse Fitness Landscapes

Reference 11

Resolution: metadata mismatch; local_arxiv, observed 2026-08-12T15:29:35.649655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f16d15c8-60e5-4eb7-abe8-793b53041a72 · outbound

This paper cites M., Moore, J.

ComfyGI: Automatic Improvement of Image Generation Workflows M., Moore, J

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:29:36.949380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c9e6ceb4-24df-4366-8493-797c80a1c132 · outbound

This paper cites Generative adversarial networks.

ComfyGI: Automatic Improvement of Image Generation Workflows Generative adversarial networks

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T15:29:35.133412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8db60915-5e7d-4c88-bec4-3164d06be259 · outbound

This paper cites an unresolved cited work.

ComfyGI: Automatic Improvement of Image Generation Workflows Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:29:36.879717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 11568725-d823-4171-a410-9795007f5d3c · outbound

This paper cites an unresolved cited work.

ComfyGI: Automatic Improvement of Image Generation Workflows Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:29:36.845036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1bbf85e3-5ab5-4808-9713-44fd21213986 · outbound

This paper cites and Yaman, A.

ComfyGI: Automatic Improvement of Image Generation Workflows and Yaman, A

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:29:36.816014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f5b7e0f3-ce29-4491-86cf-a5abcfdea4c5 · outbound

This paper cites Optimizing prompts for text-to-image generation.

ComfyGI: Automatic Improvement of Image Generation Workflows Optimizing prompts for text-to-image generation

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:29:36.770037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a613901e-23b2-4890-a6de-650c7e485b30 · outbound

This paper cites O., Woodward, J.

ComfyGI: Automatic Improvement of Image Generation Workflows O., Woodward, J

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:29:36.736683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c5bfff41-9b16-4d6c-8455-626fa6037174 · outbound

This paper cites Denoising diffusion probabilistic models.

ComfyGI: Automatic Improvement of Image Generation Workflows Denoising diffusion probabilistic models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T15:29:35.189649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b399d56c-01de-47c1-a68e-a544b76cd636 · outbound

This paper cites Draw your art dream: Diverse digital art synthesis with multimodal guided diffusion.

ComfyGI: Automatic Improvement of Image Generation Workflows Draw your art dream: Diverse digital art synthesis with multimodal guided diffusion

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T15:29:35.202038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 024cd88d-983f-4256-934b-2a2b557e2b94 · outbound

This paper cites Imagenhub: Standardizing the evaluation of conditional image generation models.

ComfyGI: Automatic Improvement of Image Generation Workflows Imagenhub: Standardizing the evaluation of conditional image generation models

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:29:36.629514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e1caf3e5-ba3c-4b83-b64c-660559b35e1a · outbound

This paper cites an unresolved cited work.

ComfyGI: Automatic Improvement of Image Generation Workflows Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:29:36.586754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 15d796a8-35be-4341-8854-e563ce5e50d4 · outbound

This paper cites B., Lam, B.

ComfyGI: Automatic Improvement of Image Generation Workflows B., Lam, B

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:29:36.545905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0c5c5e1b-8b92-48e3-98dc-3595330c7990 · outbound

This paper cites Aligning Text-to-Image Models using Human Feedback.

ComfyGI: Automatic Improvement of Image Generation Workflows Aligning Text-to-Image Models using Human Feedback

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T15:29:35.227988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2669a98-fc86-4226-8fcc-6ff3ae056d19 · outbound

This paper cites and Chilton, L.

ComfyGI: Automatic Improvement of Image Generation Workflows and Chilton, L

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:29:36.498251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b1d0b3cc-5043-4b71-9aff-15fca10be4fd · outbound

This paper cites M., Correia, J., and Machado, P.

ComfyGI: Automatic Improvement of Image Generation Workflows M., Correia, J., and Machado, P

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:29:36.437904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 05202c12-837c-49c6-8db7-bda235260708 · outbound

This paper cites Beyond the turk: Alternative platforms for crowdsourcing behavioral research.

ComfyGI: Automatic Improvement of Image Generation Workflows Beyond the turk: Alternative platforms for crowdsourcing behavioral research

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:29:36.395874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 163f0c56-6d69-4f0e-835c-2e90351dda44 · outbound

This paper cites O., Harman, M., Langdon, W.

ComfyGI: Automatic Improvement of Image Generation Workflows O., Harman, M., Langdon, W

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:29:36.354647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 523297f5-0ad5-4c90-a1fb-6448c47b5db3 · outbound

This paper cites Zero-shot text-to-image generation.

ComfyGI: Automatic Improvement of Image Generation Workflows Zero-shot text-to-image generation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-12T15:29:35.273668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b383a3fc-8725-469b-a01e-212bb01a40ba · outbound

This paper cites You only look once: Unified, real-time object detection.

ComfyGI: Automatic Improvement of Image Generation Workflows You only look once: Unified, real-time object detection

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-12T15:29:35.281810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e8d76f5-76a6-475b-9e6d-edb7e03cf34b · outbound

This paper cites Generative adversarial text to image synthesis.

ComfyGI: Automatic Improvement of Image Generation Workflows Generative adversarial text to image synthesis

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:29:36.263897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f1d6932d-f0e6-447a-b717-144c0f490c54 · outbound

This paper cites High-resolution image synthesis with latent diffusion models.

ComfyGI: Automatic Improvement of Image Generation Workflows High-resolution image synthesis with latent diffusion models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T15:29:35.296468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7dc2569-771a-4b54-a17a-23841a8c76e8 · outbound

This paper cites L., Ghasemipour, K., Gontijo Lopes, R., Karagol Ayan, B., Salimans, T., et al.

ComfyGI: Automatic Improvement of Image Generation Workflows L., Ghasemipour, K., Gontijo Lopes, R., Karagol Ayan, B., Salimans, T., et al

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T15:29:35.315719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad33447b-0755-450c-8783-9f5c8fd77064 · outbound

This paper cites Stable-diffusion-prompts.

ComfyGI: Automatic Improvement of Image Generation Workflows Stable-diffusion-prompts

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:29:36.194455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation cc69fb21-d4cc-400f-a0ae-016aef6e3936 · outbound

This paper cites Df-gan: A simple and effective baseline for text-to-image synthesis.

ComfyGI: Automatic Improvement of Image Generation Workflows Df-gan: A simple and effective baseline for text-to-image synthesis

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:29:36.152009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b738bf7d-e3be-4486-ba06-66ae1d16b8ea · outbound

This paper cites On Discrete Prompt Optimization for Diffusion Models.

ComfyGI: Automatic Improvement of Image Generation Workflows On Discrete Prompt Optimization for Diffusion Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T15:29:35.344043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32c13dfb-116d-429c-9759-18c3dd6bd75b · outbound

This paper cites DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models.

ComfyGI: Automatic Improvement of Image Generation Workflows DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-12T15:29:35.351305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff0b07f5-5401-418c-b206-882f6fff51d4 · outbound

This paper cites Individual comparisons by ranking methods.

ComfyGI: Automatic Improvement of Image Generation Workflows Individual comparisons by ranking methods

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:29:36.116132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a0bd7456-2f22-412e-8a78-9c49b2f8b5c0 · outbound

This paper cites Human preference score: Better aligning text-to-image models with human preference.

ComfyGI: Automatic Improvement of Image Generation Workflows Human preference score: Better aligning text-to-image models with human preference

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:29:36.090263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b55fac4d-1284-42d1-9cac-041c8faf18bc · outbound

This paper cites Imagereward: Learning and evaluating human preferences for text-to-image generation.

ComfyGI: Automatic Improvement of Image Generation Workflows Imagereward: Learning and evaluating human preferences for text-to-image generation

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-12T15:29:35.373717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c4eb66a-6db9-4b9d-9291-c8880b68132a · outbound

This paper cites IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models.

ComfyGI: Automatic Improvement of Image Generation Workflows IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-12T15:29:35.381714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 335a3d14-1123-4e7e-ab29-ab8776270a50 · outbound

This paper cites 100+ negative prompts everyone are using.

ComfyGI: Automatic Improvement of Image Generation Workflows 100+ negative prompts everyone are using

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:29:36.040604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4e3fd525-5af9-41ca-99b3-1998c1e769ba · outbound

This paper cites and Banzhaf, W.

ComfyGI: Automatic Improvement of Image Generation Workflows and Banzhaf, W

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:29:35.763942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e6d999fe-e790-4176-9909-ab9a118a598e · outbound

This paper cites Adding conditional control to text-to-image diffusion models.

ComfyGI: Automatic Improvement of Image Generation Workflows Adding conditional control to text-to-image diffusion models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-12T15:29:35.420110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a898352-6182-4ea6-b04a-1602e66e89e9 · outbound

This paper cites write newline.

ComfyGI: Automatic Improvement of Image Generation Workflows write newline

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-12T15:29:35.428691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 04a37f02-a9f8-43bc-bda6-361d5ee94280 · inbound

ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow Development cites this paper.

ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow Development ComfyGI: Automatic Improvement of Image Generation Workflows

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T10:32:35.826786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 900b3376-77fc-4335-a809-f8bcd32a8cca · inbound

COMFYCLAW: Self-Evolving Skill Harnesses for Image Generation Workflows cites this paper.

COMFYCLAW: Self-Evolving Skill Harnesses for Image Generation Workflows ComfyGI: Automatic Improvement of Image Generation Workflows

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-07-03T14:28:31.212494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a70f34bb-493b-4417-b14b-076daf261d19 · inbound

Knowledge-Centric Agents for Workflow Generation in ComfyUI cites this paper.

Knowledge-Centric Agents for Workflow Generation in ComfyUI ComfyGI: Automatic Improvement of Image Generation Workflows

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T22:12:54.886240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.