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Paper Citation Record · LEDGER

SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2405.19597.

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

pith.paper-citation-record.v1
2405.19597 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 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 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:39:38.081852Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T13:46:25.923805Z

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 9751f65f-0509-4bdf-ac4c-f591a22ec975 · inbound

Dual Decomposition of Weights and Singular Value Low Rank Adaptation cites this paper.

Dual Decomposition of Weights and Singular Value Low Rank Adaptation SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T15:39:38.081852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:39:38.081852Z digest=sha256:e2d29dadb6084ba485de0ca927047d0c71f963397dd58a3f0bc3772d3b5543af

Observation ade8f903-2171-4f60-b37a-c1d35b1fb749 · inbound

CoLA: Collaborative Low-Rank Adaptation cites this paper.

CoLA: Collaborative Low-Rank Adaptation SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T15:21:53.971909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:21:53.971909Z digest=sha256:cad4a81e53ab43d20351b264ffc70515ce254f2547ba37c72d728bd709d03cb9

Observation 3850cd44-e170-4585-9935-af9e32d5b505 · inbound

RefLoRA: Refactored Low-Rank Adaptation for Efficient Fine-Tuning of Large Models cites this paper.

RefLoRA: Refactored Low-Rank Adaptation for Efficient Fine-Tuning of Large Models SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T14:28:15.841023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:28:15.841023Z digest=sha256:8a1a275ccdc7727f514a0bf24bdba50bade804ea80fa02d19dd1278a51b97dd7

Observation 7d57f4b1-d466-40c7-8e08-2a1bbdbaa835 · inbound

QR-LoRA: Efficient and Disentangled Fine-tuning via QR Decomposition for Customized Generation cites this paper.

QR-LoRA: Efficient and Disentangled Fine-tuning via QR Decomposition for Customized Generation SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T19:53:03.648292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:53:03.648292Z digest=sha256:f062828e730017241600b7a170e31f17f18eaa9d1419d5e78a0fbaad67309769

Observation 51e73d22-4792-4b2f-b635-7b7dd07a767b · inbound

HyperAdapt: Simple High-Rank Adaptation cites this paper.

HyperAdapt: Simple High-Rank Adaptation SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-18T13:46:25.926571Z

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=2026-05-18T13:44:09.263459Z digest=sha256:4ede531265a5806a6fec9617cfc4c6d51aa9ece1a36f5bc77c129b0d238b4085

Observation c3282621-355e-4ca4-95e1-9fdca39b5676 · inbound

SOS-LoRA: Static Orthogonal-Subspace Low-Rank Adaptation with Fixed Multi-Scale Scaling cites this paper.

SOS-LoRA: Static Orthogonal-Subspace Low-Rank Adaptation with Fixed Multi-Scale Scaling SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors

Reference 235

Resolution
unresolved
no resolver link, observed 2026-08-02T09:51:03.817400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T09:51:03.817400Z digest=sha256:3f6eb035f6e94566444abc985bf119d06f3618fc7a6d41b15b6be269618c2498