Paper Citation Record · LEDGER

LLMs Meet Multimodal Generation and Editing: A Survey

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2405.19334.

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

pith.paper-citation-record.v1
2405.19334 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:35:01.311183Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T13:58:21.114147Z

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 3d300fcf-0ad1-464f-8958-89a561b1af96 · inbound

Event-Priori-Based Vision-Language Model for Efficient Visual Understanding cites this paper.

Event-Priori-Based Vision-Language Model for Efficient Visual Understanding LLMs Meet Multimodal Generation and Editing: A Survey

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T05:35:01.311183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed497e15-0553-4336-9518-bc04bf44e1e7 · inbound

EditInspector: A Benchmark for Evaluation of Text-Guided Image Edits cites this paper.

EditInspector: A Benchmark for Evaluation of Text-Guided Image Edits LLMs Meet Multimodal Generation and Editing: A Survey

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T04:40:36.763160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffe2e720-7279-41a3-aca9-d66316b083eb · inbound

Fake it till You Make it: Reward Modeling as Discriminative Prediction cites this paper.

Fake it till You Make it: Reward Modeling as Discriminative Prediction LLMs Meet Multimodal Generation and Editing: A Survey

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T00:30:41.640876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ac7c98b-ab91-4129-ba9d-30a7e8bbde37 · inbound

Rethinking Layered Graphic Design Generation with a Top-Down Approach cites this paper.

Rethinking Layered Graphic Design Generation with a Top-Down Approach LLMs Meet Multimodal Generation and Editing: A Survey

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T19:26:18.014630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01d9ad81-0745-4692-a6d3-a127b2eea998 · inbound

MaaSO: SLO-aware Orchestration of Heterogeneous Model Instances for MaaS cites this paper.

MaaSO: SLO-aware Orchestration of Heterogeneous Model Instances for MaaS LLMs Meet Multimodal Generation and Editing: A Survey

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T23:49:29.000176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b7f6c3a-3378-4987-b54f-62fc7236254d · inbound

Measuring Agents in Production cites this paper.

Measuring Agents in Production LLMs Meet Multimodal Generation and Editing: A Survey

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T18:55:56.308928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c46e060-4952-4038-b642-624b4be18813 · inbound

Modality-Decoupled Online Recursive Editing cites this paper.

Modality-Decoupled Online Recursive Editing LLMs Meet Multimodal Generation and Editing: A Survey

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-21T08:49:53.950903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation da7c2e38-86c5-4007-aadb-7074780965e8 · inbound

AudioX-Turbo: A Unified Framework for Efficient Anything-to-Audio Generation cites this paper.

AudioX-Turbo: A Unified Framework for Efficient Anything-to-Audio Generation LLMs Meet Multimodal Generation and Editing: A Survey

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-07-03T13:28:18.801700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b3348444-4a16-42ca-8a68-860378ce06c6 · inbound

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing cites this paper.

Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing LLMs Meet Multimodal Generation and Editing: A Survey

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-07-03T13:58:21.115930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 18c5dcf3-04c6-4998-b99c-d1979d6a9ccb · inbound

GraphVid: Interactive Graph-Controllable Video Generation cites this paper.

GraphVid: Interactive Graph-Controllable Video Generation LLMs Meet Multimodal Generation and Editing: A Survey

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T07:05:00.530186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.