Paper Citation Record · LEDGER

mR$^2$AG: Multimodal Retrieval-Reflection-Augmented Generation for Knowledge-Based VQA

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 17 inbound Pith citation observations for arXiv:2411.15041.

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

pith.paper-citation-record.v1
2411.15041 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 17 of 17 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:41:10.213488Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-09T12:46:14.749364Z

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 11dfac29-2663-49b2-9a6a-8cff6c747a78 · inbound

OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval cites this paper.

OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval mR$^2$AG: Multimodal Retrieval-Reflection-Augmented Generation for Knowledge-Based VQA

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T22:41:10.213488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 571d8895-cb81-4a6f-9f88-fd0577c18585 · inbound

Mixture-of-Retrieval Experts for Reasoning-Guided Multimodal Knowledge Exploitation cites this paper.

Mixture-of-Retrieval Experts for Reasoning-Guided Multimodal Knowledge Exploitation mR$^2$AG: Multimodal Retrieval-Reflection-Augmented Generation for Knowledge-Based VQA

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-05-19T13:52:19.993606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 875aafb3-c194-4219-98e1-50d24b64f030 · inbound

CoRe-MMRAG: Cross-Source Knowledge Reconciliation for Multimodal RAG cites this paper.

CoRe-MMRAG: Cross-Source Knowledge Reconciliation for Multimodal RAG mR$^2$AG: Multimodal Retrieval-Reflection-Augmented Generation for Knowledge-Based VQA

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-07T11:27:42.371621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0028bbce-5de7-4a43-97ad-17a3629fb18e · inbound

mKG-RAG: Leveraging Multimodal Knowledge Graphs in Retrieval-Augmented Generation for Knowledge-intensive VQA cites this paper.

mKG-RAG: Leveraging Multimodal Knowledge Graphs in Retrieval-Augmented Generation for Knowledge-intensive VQA mR$^2$AG: Multimodal Retrieval-Reflection-Augmented Generation for Knowledge-Based VQA

Reference 56

Resolution: verified exact; arxiv_id, observed 2026-05-19T00:06:55.031490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ba192c7a-0448-4bcb-b339-ddc3dd8396d8 · inbound

Towards integrated sensors for optimized OCT with undetected photons cites this paper.

Towards integrated sensors for optimized OCT with undetected photons mR$^2$AG: Multimodal Retrieval-Reflection-Augmented Generation for Knowledge-Based VQA

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-05T23:26:28.640658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2bdfe73-d43b-41af-85ab-ae2ccc4bbc60 · inbound

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey cites this paper.

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey mR$^2$AG: Multimodal Retrieval-Reflection-Augmented Generation for Knowledge-Based VQA

Reference 111

Resolution: unresolved; no resolver link, observed 2026-08-05T20:28:53.107445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cef374f-1c2e-4445-9c40-1aae5369ac16 · inbound

Progressive Multimodal Search and Reasoning for Knowledge-Intensive Visual Question Answering cites this paper.

Progressive Multimodal Search and Reasoning for Knowledge-Intensive Visual Question Answering mR$^2$AG: Multimodal Retrieval-Reflection-Augmented Generation for Knowledge-Based VQA

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-05-18T20:06:49.834243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c3f50af2-666a-4c96-9b4f-03dc62a0dc58 · inbound

Recurrence Meets Transformers for Universal Multimodal Retrieval cites this paper.

Recurrence Meets Transformers for Universal Multimodal Retrieval mR$^2$AG: Multimodal Retrieval-Reflection-Augmented Generation for Knowledge-Based VQA

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-04T20:06:09.182830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75576e0d-ca0b-4215-afda-05b752adcfb2 · inbound

QKVQA: Question-Focused Filtering for Knowledge-based VQA cites this paper.

QKVQA: Question-Focused Filtering for Knowledge-based VQA mR$^2$AG: Multimodal Retrieval-Reflection-Augmented Generation for Knowledge-Based VQA

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-16T12:57:54.028617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cb79a4e0-3510-432c-8642-b6680e020dfe · inbound

WikiSeeker: Rethinking the Role of Vision-Language Models in Knowledge-Based Visual Question Answering cites this paper.

WikiSeeker: Rethinking the Role of Vision-Language Models in Knowledge-Based Visual Question Answering mR$^2$AG: Multimodal Retrieval-Reflection-Augmented Generation for Knowledge-Based VQA

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:20:48.065154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8cb9be3d-a963-4268-b521-4e1250a7b597 · inbound

CogniVerse: Revolutionizing Multi-Modal Retrieval-Augmented Generation with Cognitive Reflection and Geometric Reasoning cites this paper.

CogniVerse: Revolutionizing Multi-Modal Retrieval-Augmented Generation with Cognitive Reflection and Geometric Reasoning mR$^2$AG: Multimodal Retrieval-Reflection-Augmented Generation for Knowledge-Based VQA

Reference 121

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:23:15.730102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c2c2eb77-cb22-404b-8831-8d3126503c4c · inbound

Ground Then Rank: Revisiting Knowledge-Based VQA with Training-Free Entity Identification cites this paper.

Ground Then Rank: Revisiting Knowledge-Based VQA with Training-Free Entity Identification mR$^2$AG: Multimodal Retrieval-Reflection-Augmented Generation for Knowledge-Based VQA

Reference 28

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T10:59:46.839046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation aa6dbd07-ebad-41b7-b8e4-c04f6228adb9 · inbound

MMAgent-R$^2$: Learning to Rerank and Reject for Agentic mRAG cites this paper.

MMAgent-R$^2$: Learning to Rerank and Reject for Agentic mRAG mR$^2$AG: Multimodal Retrieval-Reflection-Augmented Generation for Knowledge-Based VQA

Reference 36

Resolution: metadata mismatch; local_arxiv, observed 2026-07-09T12:46:14.750625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 11576698-4461-4e44-88f8-c8736543b8bb · inbound

Reason Before You Retrieve: Agentic Planning for Multi-modal RAG cites this paper.

Reason Before You Retrieve: Agentic Planning for Multi-modal RAG mR$^2$AG: Multimodal Retrieval-Reflection-Augmented Generation for Knowledge-Based VQA

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T10:20:50.701345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8c9e70d-aa80-4e22-a27a-d2696ec8f8d1 · inbound

UniHEAR: Unified Heterogeneous-Source Attentive Retrieval for Knowledge-Based Visual Question Answering cites this paper.

UniHEAR: Unified Heterogeneous-Source Attentive Retrieval for Knowledge-Based Visual Question Answering mR$^2$AG: Multimodal Retrieval-Reflection-Augmented Generation for Knowledge-Based VQA

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T00:31:17.751661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90a75562-a2e8-494d-8a15-9392fa7bb123 · inbound

UniHEAR: Unified Heterogeneous-Source Attentive Retrieval for Knowledge-Based Visual Question Answering cites this paper.

UniHEAR: Unified Heterogeneous-Source Attentive Retrieval for Knowledge-Based Visual Question Answering mR$^2$AG: Multimodal Retrieval-Reflection-Augmented Generation for Knowledge-Based VQA

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T04:19:53.771485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5069e662-c10a-44cf-aef2-4d67d23e3bcf · 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 mR$^2$AG: Multimodal Retrieval-Reflection-Augmented Generation for Knowledge-Based VQA

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T20:15:14.692955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.