Paper Citation Record · LEDGER

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation

As of 11 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2508.04732.

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

pith.paper-citation-record.v1
2508.04732 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T01:06:40.994935Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

33 of 33 outbound references displayed

verified exact6
verified fuzzy5
unresolved19
parse uncertain0
malformed identifier2
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4b7631e3-4de2-4835-84d7-d9cbbae8a4dc · outbound

This paper cites IEEE Trans.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation IEEE Trans

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 10f71702-5782-430d-bbf0-f690e7f5e93d · outbound

This paper cites Frontiers Comput.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation Frontiers Comput

Reference 2

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50217882-25c1-4193-8583-dc5e6647179f · outbound

This paper cites In: Findings of the Association for Computational Linguistics, ACL 2024, Bangkok, Thailand and virtual meeting, August 11-16, 2024.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation In: Findings of the Association for Computational Linguistics, ACL 2024, Bangkok, Thailand and virtual meeting, August 11-16, 2024

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:06:44.497372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 429721f1-8f02-4a7f-bad0-4ec24c2a9061 · outbound

This paper cites VisLingInstruct: Elevating Zero-Shot Learning in Multi-Modal Language Models with Autonomous Instruction Optimization.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation VisLingInstruct: Elevating Zero-Shot Learning in Multi-Modal Language Models with Autonomous Instruction Optimization

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T01:06:37.566702Z

Source-reported events for the cited work

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Observation 8fcc7804-9bc2-4a5f-8977-3307f67d1b29 · outbound

This paper cites Improving Medical Large Vision-Language Models with Abnormal-Aware Feedback.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation Improving Medical Large Vision-Language Models with Abnormal-Aware Feedback

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T01:06:37.622380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e802767c-5a96-4e20-90fd-f48a56ced6a5 · outbound

This paper cites Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T01:06:37.738471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc8ac959-ce4e-461d-9539-87bb80feb7be · outbound

This paper cites In: IEEE/CVF Win- ter Conference on Applications of Computer Vision, WACV 2025 - Workshops, Tucson, AZ, USA, February 28 - March 4, 2025.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation In: IEEE/CVF Win- ter Conference on Applications of Computer Vision, WACV 2025 - Workshops, Tucson, AZ, USA, February 28 - March 4, 2025

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T01:06:37.825259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40304d6d-b77b-4910-bfcf-74823ece65a5 · outbound

This paper cites In: IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2025, Nashville, TN, USA, June 11-15, 2025.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation In: IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2025, Nashville, TN, USA, June 11-15, 2025

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:06:44.491049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9b06d272-8464-4878-aff5-4b5563efa701 · outbound

This paper cites Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T01:06:37.949233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9df51ae9-4eff-4e4e-997f-8c5248620fc4 · outbound

This paper cites an unresolved cited work.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:06:44.484997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bd99fa69-f2f5-466f-8eed-6ac76ce9d719 · outbound

This paper cites ComplexBench-Edit: Benchmarking Complex Instruction-Driven Image Editing via Compositional Dependencies.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation ComplexBench-Edit: Benchmarking Complex Instruction-Driven Image Editing via Compositional Dependencies

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T01:06:38.118871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfb5966a-031b-46ef-8376-13ddfdacef49 · outbound

This paper cites In: IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, Vancouver, BC, Canada, June 17-24, 2023.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation In: IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, Vancouver, BC, Canada, June 17-24, 2023

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T01:06:38.262377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 617461af-1824-4a3e-9db0-06c2abcef83a · outbound

This paper cites Text2Layer: Layered Image Generation using Latent Diffusion Model.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation Text2Layer: Layered Image Generation using Latent Diffusion Model

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T01:06:38.409087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13192af1-8142-4e3e-a005-9e8ad78d7a2e · outbound

This paper cites In: IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022, New Orleans, LA, USA, June 18-24, 2022.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation In: IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022, New Orleans, LA, USA, June 18-24, 2022

Reference 14

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f1eb3bf8-db0f-4e82-b017-578aa40fdde8 · outbound

This paper cites an unresolved cited work.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:06:44.478463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1ddc5045-758d-4414-8b32-79f8d2d15a2d · outbound

This paper cites In: Pattern Recognition - 27th International Conference, ICPR 2024, Kolkata, India, December 1-5, 2024, Proceedings, Part VI.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation In: Pattern Recognition - 27th International Conference, ICPR 2024, Kolkata, India, December 1-5, 2024, Proceedings, Part VI

Reference 16

Resolution: verified exact; doi, observed 2026-08-06T01:06:42.046905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1c29dd53-b8bb-4f89-ab82-24aedecd50ee · outbound

This paper cites In: IEEE Conference on Computer Vi- sion and Pattern Recognition, CVPR 2019, Long Beach, CA, USA, June 16-20, 2019.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation In: IEEE Conference on Computer Vi- sion and Pattern Recognition, CVPR 2019, Long Beach, CA, USA, June 16-20, 2019

Reference 17

Resolution: verified exact; raw_fallback, observed 2026-08-06T01:06:42.555344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a2bb7944-fcd4-4b0c-9ebe-36efd181c69d · outbound

This paper cites IEEE Trans.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation IEEE Trans

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T01:06:38.967865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37934633-67d8-42b8-81ec-79bb37dc0054 · outbound

This paper cites IEEE Trans.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation IEEE Trans

Reference 19

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3d78848-0ff3-4afa-84f2-fdc8f4010686 · outbound

This paper cites CoRR (2024).

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation CoRR (2024)

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5f0c1e60-6339-4654-93e7-fb267c4d1592 · outbound

This paper cites In: The Thirteenth International Conference on Learning Representations (2025).

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation In: The Thirteenth International Conference on Learning Representations (2025)

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:06:44.392165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 27ee2b96-b4c7-4119-9d67-164076aaebc3 · outbound

This paper cites CoRR (2024).

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation CoRR (2024)

Reference 22

Resolution: verified exact; doi, observed 2026-08-06T01:06:41.480308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ffffa882-3578-41ba-a2a0-12a6ea606d73 · outbound

This paper cites an unresolved cited work.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:06:44.051141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 887e4c50-0eb6-4f78-b19d-944a96cb3107 · outbound

This paper cites SDA: Simple Discrete Augmentation for Contrastive Sentence Representation Learning.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation SDA: Simple Discrete Augmentation for Contrastive Sentence Representation Learning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T01:06:39.962276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34d178a2-02e8-4b18-a5ac-1f3a19b93987 · outbound

This paper cites In: Findings of the Association for Computational Linguistics: EACL 2023.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation In: Findings of the Association for Computational Linguistics: EACL 2023

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:06:43.739452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7843cc71-8ab2-4f65-b736-546fad2e4b13 · outbound

This paper cites In: ICASSP 2021-2021 IEEE International Conference onAcoustics,SpeechandSignalProcessing(ICASSP).pp.7598–7602.IEEE(2021).

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation In: ICASSP 2021-2021 IEEE International Conference onAcoustics,SpeechandSignalProcessing(ICASSP).pp.7598–7602.IEEE(2021)

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:06:43.435912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 14006ba9-d773-4d86-ae07-ca16572aea84 · outbound

This paper cites an unresolved cited work.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:06:43.281477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 38cac1a9-e482-47a4-beb8-cd3c4b13a97c · outbound

This paper cites MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T01:06:40.395376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ee469dd-18a8-4af0-8e15-c024e9f25f0a · outbound

This paper cites Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T01:06:40.532495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00ef430a-14fa-44c6-a394-d0b1b7922a4b · outbound

This paper cites In: Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, December 6-10, 2023.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation In: Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, December 6-10, 2023

Reference 30

Resolution: malformed identifier; no resolver link, observed 2026-08-06T01:06:40.637968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1efc1435-66e5-4de9-87ca-6ab05e1fc527 · outbound

This paper cites Revisiting Prompt Pretraining of Vision-Language Models.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation Revisiting Prompt Pretraining of Vision-Language Models

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-08-06T01:06:41.192169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f4ac5a09-51b0-4eab-b3c4-21e833292d3e · outbound

This paper cites Visual Prompting with Iterative Refinement for Design Critique Generation.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation Visual Prompting with Iterative Refinement for Design Critique Generation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T01:06:40.886282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 034fb7ef-0c3a-441f-bd64-98a415ee6e30 · outbound

This paper cites Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T01:06:40.994935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.