Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
PEFT-U: Parameter-Efficient Fine-Tuning for User Personalization
As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2407.18078.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T11:59:47.972964Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T17:16:12.170252Z
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 dfdec4ef-5ac2-4061-99ca-3782b059b073 · inbound
PEFT A2Z: Parameter-Efficient Fine-Tuning Survey for Large Language and Vision Models cites this paper.
PEFT A2Z: Parameter-Efficient Fine-Tuning Survey for Large Language and Vision Models PEFT-U: Parameter-Efficient Fine-Tuning for User Personalization
Reference 108
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:59:47.972964Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 455931c1-97c7-462b-8c98-7a44ce5ac518 · inbound
AirLLM: Diffusion Policy-based Adaptive LoRA for Remote Fine-Tuning of LLM over the Air cites this paper.
AirLLM: Diffusion Policy-based Adaptive LoRA for Remote Fine-Tuning of LLM over the Air PEFT-U: Parameter-Efficient Fine-Tuning for User Personalization
Reference 33
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T17:16:12.303724Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f245ee31-4d82-442b-a91c-1320a36bed56 · inbound
Energy- and Memory-Efficient PEFT Methods for Personalized On-Device SLMs on Consumer GPUs cites this paper.
Energy- and Memory-Efficient PEFT Methods for Personalized On-Device SLMs on Consumer GPUs PEFT-U: Parameter-Efficient Fine-Tuning for User Personalization
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:25:09.204667Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.