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Paper Citation Record · LEDGER

FedMLLM: Federated Fine-tuning MLLM on Multimodal Heterogeneity Data

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2411.14717.

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

pith.paper-citation-record.v1
2411.14717 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:46:48.820248Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T14:58:44.663781Z

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 0a106ab8-970c-4955-9bf5-39ff41f19d14 · inbound

FedVLMBench: Benchmarking Federated Fine-Tuning of Vision-Language Models cites this paper.

FedVLMBench: Benchmarking Federated Fine-Tuning of Vision-Language Models FedMLLM: Federated Fine-tuning MLLM on Multimodal Heterogeneity Data

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T04:46:48.820248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:46:48.820248Z digest=sha256:006173cdbe526f40fbc8d1d934166d3369afa53e22c1e07c461f7821f825f4f9

Observation 3f6848da-d263-4221-a4dc-2cea19d1d396 · inbound

FedNano: Toward Lightweight Federated Tuning for Pretrained Multimodal Large Language Models cites this paper.

FedNano: Toward Lightweight Federated Tuning for Pretrained Multimodal Large Language Models FedMLLM: Federated Fine-tuning MLLM on Multimodal Heterogeneity Data

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T04:18:32.144164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:18:32.144164Z digest=sha256:1456792fec2521929ee2747f9ddd3bfe9d51b651290a0f8a3b5e664ec7dcda04

Observation 50e0c0df-1fa7-4c8f-b19f-bb0dcda53901 · inbound

Filter-And-Refine: A MLLM Based Cascade System for Industrial-Scale Video Content Moderation cites this paper.

Filter-And-Refine: A MLLM Based Cascade System for Industrial-Scale Video Content Moderation FedMLLM: Federated Fine-tuning MLLM on Multimodal Heterogeneity Data

Reference 12

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T14:58:44.850381Z

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.

source=pdf_text observed=2026-08-06T14:58:43.734247Z digest=sha256:a75a4571c99cb6b74698a4a6f4db68213db9954e79f8c5c0dfae7e892cd29c8b