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Paper Citation Record · LEDGER

Uncertainty-Aware Hybrid Inference with On-Device Small and Remote Large Language Models

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2412.12687.

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

pith.paper-citation-record.v1
2412.12687 v3

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 2026-08-07T06:34:17.273281+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:59:02.769207Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T17:05:02.945302Z

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 ef0da03f-33c7-4127-b10c-6dd7f4416723 · inbound

Prompting Wireless Networks: Reinforced In-Context Learning for Power Control cites this paper.

Prompting Wireless Networks: Reinforced In-Context Learning for Power Control Uncertainty-Aware Hybrid Inference with On-Device Small and Remote Large Language Models

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T05:59:02.769207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:59:02.769207Z digest=sha256:bc73c7832b6a9f14550dddd3037ced35ba1883e326f09bdcccefce89950585bc

Observation 18aed4b0-f397-4acc-9500-50d23ce2a4f0 · inbound

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search cites this paper.

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search Uncertainty-Aware Hybrid Inference with On-Device Small and Remote Large Language Models

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T23:13:02.245722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:13:02.245722Z digest=sha256:68c111be48113c2413149849b65f5db1cc5da2e447d7a575110485e5a5f2e8c1

Observation 87813549-5074-4d4a-9217-32a086a73519 · inbound

DSSD: Efficient Edge-Device LLM Deployment and Collaborative Inference via Distributed Split Speculative Decoding cites this paper.

DSSD: Efficient Edge-Device LLM Deployment and Collaborative Inference via Distributed Split Speculative Decoding Uncertainty-Aware Hybrid Inference with On-Device Small and Remote Large Language Models

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-08-06T17:05:03.040669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T17:05:02.637601Z digest=sha256:ba8b1ae0144f6400871bafbdfeffc9e9d0e6401cd7e683dc9f042c3326806889