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Paper Citation Record · LEDGER

LoCA: Location-Aware Cosine Adaptation for Parameter-Efficient Fine-Tuning

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2502.06820.

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

pith.paper-citation-record.v1
2502.06820 v2

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 2026-08-08T06:32:00.761636+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:08:48.231557Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T22:16:15.674461Z

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 b5e2b6b3-60b9-43ee-a302-beb8e3d10f54 · inbound

NAN: A Training-Free Solution to Coefficient Estimation in Model Merging cites this paper.

NAN: A Training-Free Solution to Coefficient Estimation in Model Merging LoCA: Location-Aware Cosine Adaptation for Parameter-Efficient Fine-Tuning

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:48.231557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:08:48.231557Z digest=sha256:0e3e6dcf51da5a715be20e1ea111bd370dbb3942f488098dee77c4aa9fbaa2f7

Observation 57340fc8-bb45-45f8-8d52-79866ff887bc · inbound

PFMBench: Protein Foundation Model Benchmark cites this paper.

PFMBench: Protein Foundation Model Benchmark LoCA: Location-Aware Cosine Adaptation for Parameter-Efficient Fine-Tuning

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T11:59:19.999097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:59:19.999097Z digest=sha256:084f6bf62efc888e1da7f43b4c8dd2c150dbb73bc6b09097c84213a55a689d36

Observation 3411ecf0-1187-4f76-8dec-a85645d99f2f · inbound

Spectral-Progressive Thought Flow for Lightweight Multimodal Reasoning cites this paper.

Spectral-Progressive Thought Flow for Lightweight Multimodal Reasoning LoCA: Location-Aware Cosine Adaptation for Parameter-Efficient Fine-Tuning

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-07-01T22:16:15.676201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-28T15:40:05.730181Z digest=sha256:80c20c6891879985ebf3f597cbfec10c08af2e7cf8c2b7e09a55fcc1418679e9