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Paper Citation Record · LEDGER

Robust Collaborative Inference with Vertically Split Data Over Dynamic Device Environments

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2312.16638.

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

pith.paper-citation-record.v1
2312.16638 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 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:24:55.166871Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T02:46:19.339116Z

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 d309b4b4-65bb-466f-b730-69bd94358bb9 · inbound

Reliable Vertical Federated Learning in 5G Core Network Architecture cites this paper.

Reliable Vertical Federated Learning in 5G Core Network Architecture Robust Collaborative Inference with Vertically Split Data Over Dynamic Device Environments

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T15:24:55.166871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:24:55.166871Z digest=sha256:12352fa455c7e1556621c309c9e2f53062f090597599fc69d5e6ca0d0baa0142

Observation 86634292-b4dc-4ee8-889e-e844de9e86de · inbound

Optimizing Server Placement for Vertical Federated Learning in Dynamic Edge/Fog Networks cites this paper.

Optimizing Server Placement for Vertical Federated Learning in Dynamic Edge/Fog Networks Robust Collaborative Inference with Vertically Split Data Over Dynamic Device Environments

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-12T02:46:19.340806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T02:43:04.428371Z digest=sha256:8d63f20b5254df505b1e00723a52de8f47b81365c5a548df92c213ef89dbd339