Paper Citation Record · LEDGER

Universal Prompt Optimizer for Safe Text-to-Image Generation

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2402.10882.

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

pith.paper-citation-record.v1
2402.10882 v6

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:53:12.865025Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T09:10:47.370752Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 2dc1d9c4-848a-4b5a-a3f5-d62f5f523753 · inbound

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding cites this paper.

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding Universal Prompt Optimizer for Safe Text-to-Image Generation

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-12T19:48:02.196899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13273a5c-0f71-44f8-a47f-531d177721bf · inbound

Text-to-Image Synthesis: A Decade Survey cites this paper.

Text-to-Image Synthesis: A Decade Survey Universal Prompt Optimizer for Safe Text-to-Image Generation

Reference 246

Resolution: unresolved; no resolver link, observed 2026-08-12T13:33:40.044882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aaaaa6e5-f6e4-47b7-831e-4d42bc4d0337 · inbound

Safeguarding Text-to-Image Generation via Inference-Time Prompt-Noise Optimization cites this paper.

Safeguarding Text-to-Image Generation via Inference-Time Prompt-Noise Optimization Universal Prompt Optimizer for Safe Text-to-Image Generation

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T22:03:47.430931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0c41dbb-717f-4f2e-bf7b-c0d22face1d1 · inbound

Finding a Wolf in Sheep's Clothing: Combating Adversarial Text-To-Image Prompts with Text Summarization cites this paper.

Finding a Wolf in Sheep's Clothing: Combating Adversarial Text-To-Image Prompts with Text Summarization Universal Prompt Optimizer for Safe Text-to-Image Generation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T15:07:38.187185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8b7fafb-86a3-4d71-bf0b-60401a9ee27f · inbound

Prompt-A-Video: Prompt Your Video Diffusion Model via Preference-Aligned LLM cites this paper.

Prompt-A-Video: Prompt Your Video Diffusion Model via Preference-Aligned LLM Universal Prompt Optimizer for Safe Text-to-Image Generation

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-11T11:37:29.625961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94b4f09d-bec6-4965-a839-aa5380f831d9 · inbound

SafeCFG: Controlling Harmful Features with Dynamic Safe Guidance for Safe Generation cites this paper.

SafeCFG: Controlling Harmful Features with Dynamic Safe Guidance for Safe Generation Universal Prompt Optimizer for Safe Text-to-Image Generation

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-11T10:56:14.384035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f458f498-b9ad-4233-8b21-31e38b96e5b1 · inbound

Text to Image Generation and Editing: A Survey cites this paper.

Text to Image Generation and Editing: A Survey Universal Prompt Optimizer for Safe Text-to-Image Generation

Reference 273

Resolution: unresolved; no resolver link, observed 2026-08-16T00:53:12.865025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62b36b2d-fbf5-4699-b927-2d654d05abda · inbound

SPOT: Selective Prompt Projection via Total Variation for Inference-Only Safe Text-to-Image Generation cites this paper.

SPOT: Selective Prompt Projection via Total Variation for Inference-Only Safe Text-to-Image Generation Universal Prompt Optimizer for Safe Text-to-Image Generation

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-16T09:10:47.372589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.