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Paper Citation Record · LEDGER

Prioritizing Modalities: Flexible Importance Scheduling in Federated Multimodal Learning

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2408.06549.

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

pith.paper-citation-record.v1
2408.06549 v1

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 2026-08-08T06:32:00.761636+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:10:19.698396Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T13:28:23.554722Z

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 91be5ef0-9626-459f-8f47-549f042587a9 · inbound

Multimodal Online Federated Learning with Modality Missing in Internet of Things cites this paper.

Multimodal Online Federated Learning with Modality Missing in Internet of Things Prioritizing Modalities: Flexible Importance Scheduling in Federated Multimodal Learning

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T15:10:19.698396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:10:19.698396Z digest=sha256:3779669adf1dfe215493116a3352971d0bee74e82c5c52f088ed279b4583b8ff

Observation 5f2c06c5-43df-401b-a09a-9d3f4eb398ea · inbound

Multimodal Federated Learning: A Survey through the Lens of Different FL Paradigms cites this paper.

Multimodal Federated Learning: A Survey through the Lens of Different FL Paradigms Prioritizing Modalities: Flexible Importance Scheduling in Federated Multimodal Learning

Reference 42

Resolution
verified exact
local_arxiv, observed 2026-08-07T13:28:23.620112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:28:17.808563Z digest=sha256:9fdacbbbe57282f98b3bf072281e73e33a2c590e9b74de585fd73c9cbc7f9594

Observation 9cb022c2-0955-47f6-89de-cae4fa930d7b · inbound

RELIEF: Turning Missing Modalities into Training Acceleration for Federated Learning on Heterogeneous IoT Edge cites this paper.

RELIEF: Turning Missing Modalities into Training Acceleration for Federated Learning on Heterogeneous IoT Edge Prioritizing Modalities: Flexible Importance Scheduling in Federated Multimodal Learning

Reference 36

Resolution
unresolved
no resolver link, observed 2026-07-13T10:35:17.973286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T10:35:17.973286Z digest=sha256:bc9172b0f1ac3680a4f156b9dcec465c40131aaa3ed72009b9858f56c1688a17