Paper Citation Record · LEDGER

HM-RAG: Hierarchical Multi-Agent Multimodal Retrieval Augmented Generation

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2504.12330.

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

pith.paper-citation-record.v1
2504.12330 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 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 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T20:15:14.576244Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T17:13:44.954376Z

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 03931bb6-5b8f-4cd1-a192-250d2da855dd · inbound

SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models cites this paper.

SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models HM-RAG: Hierarchical Multi-Agent Multimodal Retrieval Augmented Generation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T13:27:20.933279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab036f9c-d51d-4ce8-8eb2-d4874d079dc9 · inbound

MMGraphRAG: Bridging Vision and Language with Interpretable Multimodal Knowledge Graphs cites this paper.

MMGraphRAG: Bridging Vision and Language with Interpretable Multimodal Knowledge Graphs HM-RAG: Hierarchical Multi-Agent Multimodal Retrieval Augmented Generation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T13:20:35.849542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8275af67-3de3-4abe-b42f-d8cd3f1bb0c3 · inbound

RELOOP: Recursive Retrieval with Multi-Hop Reasoner and Planners for Heterogeneous QA cites this paper.

RELOOP: Recursive Retrieval with Multi-Hop Reasoner and Planners for Heterogeneous QA HM-RAG: Hierarchical Multi-Agent Multimodal Retrieval Augmented Generation

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-18T04:55:54.069294Z

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 3e808c1b-dfaa-4504-bad6-c77f9f27d3a2 · inbound

MultiPress: A Multi-Agent Framework for Interpretable Multimodal News Classification cites this paper.

MultiPress: A Multi-Agent Framework for Interpretable Multimodal News Classification HM-RAG: Hierarchical Multi-Agent Multimodal Retrieval Augmented Generation

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-13T12:57:01.133181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e092fc60-4886-4752-ab64-35127e21454e · inbound

Query Symbolically or Retrieve Semantically? A Dataset and Method for Semi-Structured Question Answering cites this paper.

Query Symbolically or Retrieve Semantically? A Dataset and Method for Semi-Structured Question Answering HM-RAG: Hierarchical Multi-Agent Multimodal Retrieval Augmented Generation

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-06-29T17:13:44.955874Z

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 4992190e-3136-414c-9cc0-041578a59a61 · inbound

CatalogAgent: A Supervisor-mediated Self-Learning System Enabling Context Engineering for GenAI Models cites this paper.

CatalogAgent: A Supervisor-mediated Self-Learning System Enabling Context Engineering for GenAI Models HM-RAG: Hierarchical Multi-Agent Multimodal Retrieval Augmented Generation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T02:14:47.196768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 682d0c42-fa28-4fa5-9008-c186a0f6caa2 · inbound

M$^3$Prune: Hierarchical Collaborative Pruning for Efficient Multi-Modal Multi-Agent Retrieval-Augmented Generation cites this paper.

M$^3$Prune: Hierarchical Collaborative Pruning for Efficient Multi-Modal Multi-Agent Retrieval-Augmented Generation HM-RAG: Hierarchical Multi-Agent Multimodal Retrieval Augmented Generation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T20:15:14.576244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.