Paper Citation Record · LEDGER

CAL-RAG: Retrieval-Augmented Multi-Agent Generation for Content-Aware Layout Design

As of 9 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 1 inbound Pith citation observation for arXiv:2506.21934.

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

pith.paper-citation-record.v1
2506.21934 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:20:13.136379Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:43:18.100131Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T20:43:26.337172Z

Reference resolution

19 of 19 outbound references displayed

verified exact0
verified fuzzy1
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation de656ff4-6a3b-4123-b696-5d3ae4dc0151 · outbound

This paper cites an unresolved cited work.

CAL-RAG: Retrieval-Augmented Multi-Agent Generation for Content-Aware Layout Design Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:20:14.562179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 84da4373-f432-4dfa-9b4b-afaaeefe07ac · outbound

This paper cites an unresolved cited work.

CAL-RAG: Retrieval-Augmented Multi-Agent Generation for Content-Aware Layout Design Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:20:14.338760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8c58a010-4307-4df8-8bd8-88a08e44caa9 · outbound

This paper cites an unresolved cited work.

CAL-RAG: Retrieval-Augmented Multi-Agent Generation for Content-Aware Layout Design Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:20:14.180802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 514a8519-cbc5-44e1-883e-749ea16e0c2f · outbound

This paper cites an unresolved cited work.

CAL-RAG: Retrieval-Augmented Multi-Agent Generation for Content-Aware Layout Design Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:20:14.051426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4934457f-ccf7-4989-8925-177efe16d1b3 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

CAL-RAG: Retrieval-Augmented Multi-Agent Generation for Content-Aware Layout Design Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T22:19:54.420582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3463aae-b44e-4e63-9dcd-7d1db0da7235 · outbound

This paper cites CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing.

CAL-RAG: Retrieval-Augmented Multi-Agent Generation for Content-Aware Layout Design CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T22:19:54.647976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a86a2af4-ecf1-45dc-abaa-12a90a05c0f4 · outbound

This paper cites Horita, N.

CAL-RAG: Retrieval-Augmented Multi-Agent Generation for Content-Aware Layout Design Horita, N

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:20:13.941074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 79dace14-7b6f-4a12-af0f-7650cc9539e2 · outbound

This paper cites an unresolved cited work.

CAL-RAG: Retrieval-Augmented Multi-Agent Generation for Content-Aware Layout Design Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:20:13.828956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2b99778d-ab41-4dde-9e64-49f60d7d661c · outbound

This paper cites an unresolved cited work.

CAL-RAG: Retrieval-Augmented Multi-Agent Generation for Content-Aware Layout Design Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:20:13.720592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8baa499e-1819-4e4b-a3fe-398052a66ec1 · outbound

This paper cites LayoutGAN: Generating Graphic Layouts with Wireframe Discriminators.

CAL-RAG: Retrieval-Augmented Multi-Agent Generation for Content-Aware Layout Design LayoutGAN: Generating Graphic Layouts with Wireframe Discriminators

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T22:20:12.757718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5722183-3e46-4ca5-9b82-b4a25f7d2cfc · outbound

This paper cites an unresolved cited work.

CAL-RAG: Retrieval-Augmented Multi-Agent Generation for Content-Aware Layout Design Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:20:13.584752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8718a210-6472-48d5-8d22-ddf6500899c2 · outbound

This paper cites an unresolved cited work.

CAL-RAG: Retrieval-Augmented Multi-Agent Generation for Content-Aware Layout Design Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:20:13.512061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0f23d83d-4d61-4fe1-a3c5-451f0ba0dbc1 · outbound

This paper cites PosterLlama: Bridging Design Ability of Langauge Model to Contents-Aware Layout Generation.

CAL-RAG: Retrieval-Augmented Multi-Agent Generation for Content-Aware Layout Design PosterLlama: Bridging Design Ability of Langauge Model to Contents-Aware Layout Generation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T22:20:12.867425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fc40f41-5a35-4783-b0bd-a36d0d00d141 · outbound

This paper cites Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG.

CAL-RAG: Retrieval-Augmented Multi-Agent Generation for Content-Aware Layout Design Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T22:20:12.904334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 296b0ca9-211e-4e38-bbea-2c22562a3d4a · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

CAL-RAG: Retrieval-Augmented Multi-Agent Generation for Content-Aware Layout Design AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T22:20:12.929264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47c14d3e-cb55-4895-a89c-94b39181e2f2 · outbound

This paper cites Corrective Retrieval Augmented Generation.

CAL-RAG: Retrieval-Augmented Multi-Agent Generation for Content-Aware Layout Design Corrective Retrieval Augmented Generation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T22:20:12.975341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63c9875f-63c7-4e7b-bd9a-5c4c60d4a04f · outbound

This paper cites PosterLLaVa: Constructing a Unified Multi-modal Layout Generator with LLM.

CAL-RAG: Retrieval-Augmented Multi-Agent Generation for Content-Aware Layout Design PosterLLaVa: Constructing a Unified Multi-modal Layout Generator with LLM

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T22:20:13.013534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d11675b6-5d25-4c1d-a70e-501562565eb5 · outbound

This paper cites VASCAR: Content-Aware Layout Generation via Visual-Aware Self-Correction.

CAL-RAG: Retrieval-Augmented Multi-Agent Generation for Content-Aware Layout Design VASCAR: Content-Aware Layout Generation via Visual-Aware Self-Correction

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T22:20:13.074673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94ec9b9c-1468-4041-8d99-5d79307dce62 · outbound

This paper cites Composition-aware Graphic Layout GAN for Visual-textual Presentation Designs.

CAL-RAG: Retrieval-Augmented Multi-Agent Generation for Content-Aware Layout Design Composition-aware Graphic Layout GAN for Visual-textual Presentation Designs

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T22:20:13.136379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation e0e83918-a716-420c-964d-798ad10af199 · inbound

The Future is Agentic: Definitions, Perspectives, and Open Challenges of Multi-Agent Recommender Systems cites this paper.

The Future is Agentic: Definitions, Perspectives, and Open Challenges of Multi-Agent Recommender Systems CAL-RAG: Retrieval-Augmented Multi-Agent Generation for Content-Aware Layout Design

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:43:26.393350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.