Paper Citation Record · LEDGER

Beyond Low-Rank Tuning: Model Prior-Guided Rank Allocation for Effective Transfer in Low-Data and Large-Gap Regimes

As of 9 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2507.00327.

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

pith.paper-citation-record.v1
2507.00327 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:23:50.027527Z

measured 23 of 23 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

23 of 23 outbound references displayed

verified exact1
verified fuzzy17
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation eb4bb5ab-a414-4a3c-8f5b-b11bbda1dbd6 · outbound

This paper cites LoRA learns less and forgets less.

Beyond Low-Rank Tuning: Model Prior-Guided Rank Allocation for Effective Transfer in Low-Data and Large-Gap Regimes LoRA learns less and forgets less

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:54.690861Z

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 12e97c5f-a869-4afd-b185-ef4d6844e541 · outbound

This paper cites One-for-All: Generalized LoRA for Parameter-Efficient Fine-tuning.

Beyond Low-Rank Tuning: Model Prior-Guided Rank Allocation for Effective Transfer in Low-Data and Large-Gap Regimes One-for-All: Generalized LoRA for Parameter-Efficient Fine-tuning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:47.155925Z

Source-reported events for the cited work

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Observation 7ada131b-d71f-472a-919b-983223ee0a76 · outbound

This paper cites Transferability vs.

Beyond Low-Rank Tuning: Model Prior-Guided Rank Allocation for Effective Transfer in Low-Data and Large-Gap Regimes Transferability vs

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:54.570639Z

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 f5b46960-a35e-42ac-86b9-b4b71bdaff69 · outbound

This paper cites QuanTA: Efficient high-rank fine-tuning of LLMs with quantum-informed ten- sor adaptation.

Beyond Low-Rank Tuning: Model Prior-Guided Rank Allocation for Effective Transfer in Low-Data and Large-Gap Regimes QuanTA: Efficient high-rank fine-tuning of LLMs with quantum-informed ten- sor adaptation

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:54.404560Z

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 699d1a78-247e-4a17-a99a-c5c08b07d908 · outbound

This paper cites Parameter-efficient fine-tuning of large-scale pre-trained language models.Nature Machine In- telligence, 5(3):220–235, 2023.

Beyond Low-Rank Tuning: Model Prior-Guided Rank Allocation for Effective Transfer in Low-Data and Large-Gap Regimes Parameter-efficient fine-tuning of large-scale pre-trained language models.Nature Machine In- telligence, 5(3):220–235, 2023

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:54.266566Z

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 46dd8fe8-8623-4bcf-8ee2-48a1138cfb53 · outbound

This paper cites GeLoRA: Geometric Adaptive Ranks For Efficient LoRA Fine-tuning.

Beyond Low-Rank Tuning: Model Prior-Guided Rank Allocation for Effective Transfer in Low-Data and Large-Gap Regimes GeLoRA: Geometric Adaptive Ranks For Efficient LoRA Fine-tuning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:47.667476Z

Source-reported events for the cited work

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Observation dcbdd189-8b6f-41ef-9611-503fa8df4f3a · outbound

This paper cites Parameter-efficient transfer learning for NLP.

Beyond Low-Rank Tuning: Model Prior-Guided Rank Allocation for Effective Transfer in Low-Data and Large-Gap Regimes Parameter-efficient transfer learning for NLP

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:47.829857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cf38d7f-7113-4796-8dc7-114ce544ac89 · outbound

This paper cites Lora: Low- rank adaptation of large language models.

Beyond Low-Rank Tuning: Model Prior-Guided Rank Allocation for Effective Transfer in Low-Data and Large-Gap Regimes Lora: Low- rank adaptation of large language models

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:54.092623Z

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 1d1120cc-a0c8-4013-b06b-4a0c5b182d4a · outbound

This paper cites Structure-aware low-rank adaptation for parameter-efficient fine-tuning.

Beyond Low-Rank Tuning: Model Prior-Guided Rank Allocation for Effective Transfer in Low-Data and Large-Gap Regimes Structure-aware low-rank adaptation for parameter-efficient fine-tuning

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:53.920700Z

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 31f4d56a-d7db-473d-8b79-0b49f902ed7a · outbound

This paper cites Vi- sual prompt tuning.

Beyond Low-Rank Tuning: Model Prior-Guided Rank Allocation for Effective Transfer in Low-Data and Large-Gap Regimes Vi- sual prompt tuning

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:53.747915Z

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 84589397-b2ea-4d31-b1d8-66c830696ae9 · outbound

This paper cites MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning.

Beyond Low-Rank Tuning: Model Prior-Guided Rank Allocation for Effective Transfer in Low-Data and Large-Gap Regimes MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:48.363515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a9d7864-b996-4744-9586-2489de5ecde3 · outbound

This paper cites Relora: High-rank training through low-rank updates.

Beyond Low-Rank Tuning: Model Prior-Guided Rank Allocation for Effective Transfer in Low-Data and Large-Gap Regimes Relora: High-rank training through low-rank updates

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:53.592841Z

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 72938d68-f2f5-4f38-ac1e-e7f9a055c2c0 · outbound

This paper cites Scaling & shifting your features: A new baseline for efficient model tuning.

Beyond Low-Rank Tuning: Model Prior-Guided Rank Allocation for Effective Transfer in Low-Data and Large-Gap Regimes Scaling & shifting your features: A new baseline for efficient model tuning

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:53.427057Z

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 6a174488-214d-4b9a-8be8-ff064ac3800a · outbound

This paper cites Pissa: Prin- cipal singular values and singular vectors adaptation of large language models, 2024.

Beyond Low-Rank Tuning: Model Prior-Guided Rank Allocation for Effective Transfer in Low-Data and Large-Gap Regimes Pissa: Prin- cipal singular values and singular vectors adaptation of large language models, 2024

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:53.152368Z

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 2fe78083-f0a6-4fe0-bee4-edab68866d58 · outbound

This paper cites Melora: Mini-ensemble low-rank adapters for parameter-efficient fine-tuning.

Beyond Low-Rank Tuning: Model Prior-Guided Rank Allocation for Effective Transfer in Low-Data and Large-Gap Regimes Melora: Mini-ensemble low-rank adapters for parameter-efficient fine-tuning

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:52.752630Z

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 7b8a32c2-d790-49f8-9521-1905b1888472 · outbound

This paper cites Stable rank normalization for im- proved generalization in neural networks and gans.

Beyond Low-Rank Tuning: Model Prior-Guided Rank Allocation for Effective Transfer in Low-Data and Large-Gap Regimes Stable rank normalization for im- proved generalization in neural networks and gans

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:52.397588Z

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 496f542b-5f68-47aa-a0a4-de0b9b5478c1 · outbound

This paper cites Increasing Model Capacity for Free: A Simple Strategy for Parameter Efficient Fine-tuning.

Beyond Low-Rank Tuning: Model Prior-Guided Rank Allocation for Effective Transfer in Low-Data and Large-Gap Regimes Increasing Model Capacity for Free: A Simple Strategy for Parameter Efficient Fine-tuning

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-06T21:23:50.340136Z

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 6c661f52-89e6-486d-a4b6-fba4abdcfaa3 · outbound

This paper cites DyLoRA: Parameter Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low-Rank Adaptation.

Beyond Low-Rank Tuning: Model Prior-Guided Rank Allocation for Effective Transfer in Low-Data and Large-Gap Regimes DyLoRA: Parameter Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low-Rank Adaptation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:49.475591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cab4e9b-6820-45de-b5c3-9b24694b42cd · outbound

This paper cites A real-world dataset and benchmark for foundation model adaptation in medical image classification.

Beyond Low-Rank Tuning: Model Prior-Guided Rank Allocation for Effective Transfer in Low-Data and Large-Gap Regimes A real-world dataset and benchmark for foundation model adaptation in medical image classification

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:52.085871Z

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 b82eb1e1-3bcd-40ca-9fb2-ec7053e0030e · outbound

This paper cites Chain of lora: Efficient fine-tuning of language models via residual learn- ing, 2024.

Beyond Low-Rank Tuning: Model Prior-Guided Rank Allocation for Effective Transfer in Low-Data and Large-Gap Regimes Chain of lora: Efficient fine-tuning of language models via residual learn- ing, 2024

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:51.702930Z

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 bacdc7bc-3041-4d40-8a6c-bc439ccf9e32 · outbound

This paper cites Bit- fit: Simple parameter-efficient fine-tuning for transformer- based masked language-models.

Beyond Low-Rank Tuning: Model Prior-Guided Rank Allocation for Effective Transfer in Low-Data and Large-Gap Regimes Bit- fit: Simple parameter-efficient fine-tuning for transformer- based masked language-models

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:51.398866Z

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 80c6c469-cf3f-4274-a552-4b040d90ef6b · outbound

This paper cites A large-scale study of representation learning with the visual task adaptation benchmark, 2020.

Beyond Low-Rank Tuning: Model Prior-Guided Rank Allocation for Effective Transfer in Low-Data and Large-Gap Regimes A large-scale study of representation learning with the visual task adaptation benchmark, 2020

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:51.064029Z

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 6a8eae39-56d8-4b4c-9011-20f41efdb532 · outbound

This paper cites Adalora: Adaptive budget allocation for parameter-efficient fine-tuning, 2023.

Beyond Low-Rank Tuning: Model Prior-Guided Rank Allocation for Effective Transfer in Low-Data and Large-Gap Regimes Adalora: Adaptive budget allocation for parameter-efficient fine-tuning, 2023

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:50.724136Z

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.

Pith citing papers

No inbound Pith citation observations are available.