Paper Citation Record · LEDGER

PAE MobiLLM: Privacy-Aware and Efficient LLM Fine-Tuning on the Mobile Device via Additive Side-Tuning

As of 9 August 2026, this Paper Citation Record lists 3 of 3 outbound references and 1 inbound Pith citation observation for arXiv:2507.01216.

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

pith.paper-citation-record.v1
2507.01216 v2

Coverage vector

measured 3 of 3 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:05:24.004870Z

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T17:47:51.503478Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

3 of 3 outbound references displayed

verified exact0
verified fuzzy1
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cf955ef1-9cda-45de-bc2f-6cbef57c8c78 · outbound

This paper cites HuggingFace's Transformers: State-of-the-art Natural Language Processing.

PAE MobiLLM: Privacy-Aware and Efficient LLM Fine-Tuning on the Mobile Device via Additive Side-Tuning HuggingFace's Transformers: State-of-the-art Natural Language Processing

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-06T21:05:24.000481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b22fe1b-740f-4705-a1a6-be6dd0db1e04 · outbound

This paper cites In Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part III 16, 698–714.

PAE MobiLLM: Privacy-Aware and Efficient LLM Fine-Tuning on the Mobile Device via Additive Side-Tuning In Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part III 16, 698–714

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:05:24.071641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fdf75146-43d9-403e-a297-5168c3509d9d · outbound

This paper cites SQuAD: 100,000+ Questions for Machine Comprehension of Text.

PAE MobiLLM: Privacy-Aware and Efficient LLM Fine-Tuning on the Mobile Device via Additive Side-Tuning SQuAD: 100,000+ Questions for Machine Comprehension of Text

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T21:05:23.994993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 0081fb05-e2c7-4088-a1af-c36ffa71978e · inbound

MobileFineTuner: A Mobile-Native Framework for On-Device LLM Fine-Tuning in Real-World Embedded AI Applications cites this paper.

MobileFineTuner: A Mobile-Native Framework for On-Device LLM Fine-Tuning in Real-World Embedded AI Applications PAE MobiLLM: Privacy-Aware and Efficient LLM Fine-Tuning on the Mobile Device via Additive Side-Tuning

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T17:47:51.503478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.