Pith. sign in

Paper Citation Record · LEDGER

Exploring Selective Layer Fine-Tuning in Federated Learning

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2408.15600.

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

pith.paper-citation-record.v1
2408.15600 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:57:58.146922Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T21:41:57.560071Z

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 ecfd8196-2c17-4af6-904e-ed2e20d092ec · inbound

FedQuad: Adaptive Layer-wise LoRA Deployment and Activation Quantization for Federated Fine-Tuning cites this paper.

FedQuad: Adaptive Layer-wise LoRA Deployment and Activation Quantization for Federated Fine-Tuning Exploring Selective Layer Fine-Tuning in Federated Learning

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T11:57:58.146922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:57:58.146922Z digest=sha256:c4e65864445bc1aa066ff31b135598d045d0e70964a3f0ff6859bc70cdc4807a

Observation 077de308-52d3-442a-bc02-bbce26764b6a · inbound

Unified Multimodal Understanding via Byte-Pair Visual Encoding cites this paper.

Unified Multimodal Understanding via Byte-Pair Visual Encoding Exploring Selective Layer Fine-Tuning in Federated Learning

Reference 49

Resolution
verified exact
local_arxiv, observed 2026-08-06T21:41:57.626943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T21:41:55.268049Z digest=sha256:95f07eb55d3d0913e0ae3a8cdf98dd9830335f93ff71fa04ae2074c4c7153d5b