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Paper Citation Record · LEDGER

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning

As of 10 August 2026, this Paper Citation Record lists 100 of 105 outbound references and 0 inbound Pith citation observations for arXiv:2607.19391.

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

pith.paper-citation-record.v1
2607.19391 v1

Coverage vector

measured 100 of 105 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T09:01:53.565454Z

measured 100 of 100 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

100 of 105 outbound references displayed

  • verified exact3
  • verified fuzzy0
  • unresolved97
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 52429c8f-a59f-4210-b014-45bafd80e8e0 · outbound

This paper cites 2026 , eprint=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning 2026 , eprint=

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T09:01:45.854828Z digest=sha256:241b15deb5b2ea70b52edc6f4c9464a5905af496da593c1624ae114a0e1019a2

Observation 89952cf0-6146-44cf-93b1-3ff184ac0295 · outbound

This paper cites an unresolved cited work.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Unresolved cited work

Reference 2

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source=arxiv_source observed=2026-08-02T09:01:45.971434Z digest=sha256:6a7148747401d83c53ce7b53272d2e7c4a9c5b4e293f857a9246ac25afc02be3

Observation fa21a38c-6812-450c-b13e-ab48d2edfbc2 · outbound

This paper cites Transactions on Machine Learning Research , issn=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Transactions on Machine Learning Research , issn=

Reference 3

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source=arxiv_source observed=2026-08-02T09:01:46.030551Z digest=sha256:7b347f8e611df855d8d7524907e1e8023ac40ca08d19c89537dbbdde61037785

Observation 57097cbe-7e64-4250-a1f1-4e8ec1f1d97b · outbound

This paper cites AdaFedProx: A Heterogeneity-Aware Federated Deep Reinforcement Learning for Medical Image Classification , year=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning AdaFedProx: A Heterogeneity-Aware Federated Deep Reinforcement Learning for Medical Image Classification , year=

Reference 4

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source=arxiv_source observed=2026-08-02T09:01:46.086123Z digest=sha256:423c96454d704ed9377e540231d11abc998b0baac6a586d4398f034eeda34dde

Observation 854cf2d2-6049-49cb-83f2-669a2abd7ef8 · outbound

This paper cites 2024 , eprint=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning 2024 , eprint=

Reference 5

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source=arxiv_source observed=2026-08-02T09:01:46.151242Z digest=sha256:aa3de6848c6c887d759b31cb34e845936ccb52b79a1be5ecc463665b4e4847ee

Observation ff87f087-a30b-4504-b05c-f2bc0cfdaa9d · outbound

This paper cites Heterogeneity-Aware Federated Learning for Medical Image Classification With Dynamic Parameter Optimization , year=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Heterogeneity-Aware Federated Learning for Medical Image Classification With Dynamic Parameter Optimization , year=

Reference 6

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T09:01:46.224393Z digest=sha256:ff6eaa3fe4577a8d87b19ac4907b59b5e2b25ce214e23b85115d6e9e61999e71

Observation 621abd59-2571-4f47-8782-d3ecc6386a08 · outbound

This paper cites A uto PEFT : Automatic Configuration Search for Parameter-Efficient Fine-Tuning.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning A uto PEFT : Automatic Configuration Search for Parameter-Efficient Fine-Tuning

Reference 7

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source=arxiv_source observed=2026-08-02T09:01:46.285965Z digest=sha256:0e31120ca4d7d6d900a9fdbfa16ae17b6150dbe204634968ff4c33e1fb9093aa

Observation 97e819e1-c224-483a-92d6-76e2d1e7058e · outbound

This paper cites IEEE Signal Processing Letters , year=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning IEEE Signal Processing Letters , year=

Reference 8

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source=arxiv_source observed=2026-08-02T09:01:46.383292Z digest=sha256:4ff09fa42c63ff674574db7011b37d8ca61eb11a9dfd13d8dc7974bad6ad7167

Observation 5d6a5c94-e727-46c0-9243-badeb91d54df · outbound

This paper cites FLoE: Fisher-Based Layer Selection for Efficient Sparse Adaptation of Low-Rank Experts.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning FLoE: Fisher-Based Layer Selection for Efficient Sparse Adaptation of Low-Rank Experts

Reference 9

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source=arxiv_source observed=2026-08-02T09:01:46.458539Z digest=sha256:510cf178213af6ac82fcc8dec6ee4bee2c0933fcbd7dad5a8bd4d136f6340b54

Observation dfeb70ab-092a-46e0-bfe8-c5538e67f3a6 · outbound

This paper cites 2023 , eprint=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning 2023 , eprint=

Reference 10

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source=arxiv_source observed=2026-08-02T09:01:46.535773Z digest=sha256:7f6cd1d1c798be0904e87e3fd0d4b462adbc38d12721209f096165f19fb661b5

Observation e3597c83-a52f-4718-8da1-9badd8aa9c7e · outbound

This paper cites Natural Gradient Works Efficiently in Learning , year=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Natural Gradient Works Efficiently in Learning , year=

Reference 11

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source=arxiv_source observed=2026-08-02T09:01:46.644743Z digest=sha256:c47f9e01ebc79095c7903b38246f2f059d956cc2807c38947b07547c4eb4e190

Observation 182f4bff-d0ec-41f0-b020-5f99c0369c05 · outbound

This paper cites AROMA : Autonomous Rank-one Matrix Adaptation.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning AROMA : Autonomous Rank-one Matrix Adaptation

Reference 12

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verified exact
doi, observed 2026-08-02T09:03:29.591681Z

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.

source=arxiv_source observed=2026-08-02T09:01:46.688400Z digest=sha256:d2ad5a4c1a041c07b43fbcd8b8b6e607d92d14173475fa12e3824b0bb4ae121f

Observation a9f3f57a-dc81-40c7-b55a-06f86f177653 · outbound

This paper cites 2025 , eprint=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning 2025 , eprint=

Reference 13

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source=arxiv_source observed=2026-08-02T09:01:46.755902Z digest=sha256:7038e9b676dcdd507d52d929efce9f1081cadc474867a56673d8f08676df29ae

Observation ae6d4eed-538b-41f8-abc1-a25f92491168 · outbound

This paper cites 2024 , eprint=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning 2024 , eprint=

Reference 14

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source=arxiv_source observed=2026-08-02T09:01:46.822268Z digest=sha256:c3cb401314595c2c21ed90190bdf2c9d10dd1cc582923a51ad55d5b4e0bddf2f

Observation 66fff9d5-08c8-43d8-b90a-e86d5dc1fde0 · outbound

This paper cites 2024 , eprint=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning 2024 , eprint=

Reference 15

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source=arxiv_source observed=2026-08-02T09:01:46.916420Z digest=sha256:a1e348cd133b03e8eca70f2ed7145a1bb4cb62b19fe3a47727e0c9a014b2104d

Observation bb7e9f4f-f36d-4ac9-a682-b3d2948ad9d3 · outbound

This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=

Reference 16

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source=arxiv_source observed=2026-08-02T09:01:46.967709Z digest=sha256:273bce783dc52a34965a463ac07bb74986e1c0cf01f7c5b87b178bbd306c2229

Observation 338642c3-cac1-498e-a0e6-be6ceafebde2 · outbound

This paper cites 2026 , eprint=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning 2026 , eprint=

Reference 17

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no resolver link, observed 2026-08-02T09:01:46.989599Z

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source=arxiv_source observed=2026-08-02T09:01:46.989599Z digest=sha256:9254c93ec9dad38aa0442205cf277a3b902bff7ab6a8bbdfc334f8b3a8bbee24

Observation 5f1f08dc-4837-4e33-9e03-2521aa597095 · outbound

This paper cites Flexora: Flexible Low-Rank Adaptation for Large Language Models.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Flexora: Flexible Low-Rank Adaptation for Large Language Models

Reference 18

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

source=arxiv_source observed=2026-08-02T09:01:47.051879Z digest=sha256:98cbc136f4fae22a5455a0a8677e0709450c2cd006bcbcd472984150558fd040

Observation e398fa45-fca8-4edc-92c4-6252953312f1 · outbound

This paper cites The effective rank: A measure of effective dimensionality , year=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning The effective rank: A measure of effective dimensionality , year=

Reference 19

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source=arxiv_source observed=2026-08-02T09:01:47.127113Z digest=sha256:90a31884056804dd54e0c30ec9e3b29d297436c7da46abd0438573918e4e938e

Observation d0a998a0-d3e5-48cf-9e6d-fb8b5dbc5665 · outbound

This paper cites 1998 , publisher=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning 1998 , publisher=

Reference 20

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source=arxiv_source observed=2026-08-02T09:01:47.177295Z digest=sha256:d09cdfb64355a93e5a1fa3276beac301c78b054884b503f4cd30563b3ff182e2

Observation 9c33d820-215e-441e-837a-9539a0eee85d · outbound

This paper cites 2020 , eprint=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning 2020 , eprint=

Reference 21

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source=arxiv_source observed=2026-08-02T09:01:47.196287Z digest=sha256:d21ded6226475b4f5373d650af10b6e69182bf8a130f2b2319c22b3307a72b48

Observation 73297cfe-9dfb-426a-acd9-cd7d8d7172d8 · outbound

This paper cites 2024 , eprint=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning 2024 , eprint=

Reference 22

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source=arxiv_source observed=2026-08-02T09:01:47.260304Z digest=sha256:baee0d92719df590bd821608629cf1fab6317229a73e231a416c23893c23eaba

Observation 302cbc95-0e12-476b-90ac-09ff9bdccf0a · outbound

This paper cites GLUE : A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning GLUE : A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding

Reference 23

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source=arxiv_source observed=2026-08-02T09:01:47.291705Z digest=sha256:71def50dd74ba9cbeca40fefa49436d14c7f5a27a0f7ae69b01a1f00b73686eb

Observation 181e7e3b-c218-48a8-ad0f-3c73782fe57a · outbound

This paper cites 2017 , eprint=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning 2017 , eprint=

Reference 24

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source=arxiv_source observed=2026-08-02T09:01:47.364760Z digest=sha256:ce4f56f087520b9d34c085ee68659032cd2a0dce000ec32a4cdd7b595b74a993

Observation 2ea02cd4-9196-4738-8796-4bb42c7843a5 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , month =.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , month =

Reference 25

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source=arxiv_source observed=2026-08-02T09:01:47.438581Z digest=sha256:6cbf5ac01089d870cf54acf5a69b3382fcc405dad1a47528566cd6326cbcafe5

Observation 22726c83-8084-42cd-ac8b-a2cf6e4642cd · outbound

This paper cites Proceedings of the Twenty-Second International Conference on Artificial Intelligence and Statistics , pages =.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Proceedings of the Twenty-Second International Conference on Artificial Intelligence and Statistics , pages =

Reference 26

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source=arxiv_source observed=2026-08-02T09:01:47.541468Z digest=sha256:e4d84b2748bd116267049b5dbf7bb9a9f0ee91d3de45b454588977893497b68c

Observation 292042f8-154d-4a20-9dce-c9b8d83c352a · outbound

This paper cites L 1 RA : Dynamic Rank Assignment in L o RA Fine-Tuning.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning L 1 RA : Dynamic Rank Assignment in L o RA Fine-Tuning

Reference 27

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source=arxiv_source observed=2026-08-02T09:01:47.645887Z digest=sha256:f537c96bce5629305ae554f1dc706d9a2d925ba7c5a501af7aafe6d7da340198

Observation 93c99d4a-4a74-4190-ae9e-d0e889146b56 · outbound

This paper cites 2023 , eprint=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning 2023 , eprint=

Reference 28

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T09:01:47.680220Z digest=sha256:b215cb963fbcca2005500f0cbd24509c4f21e14ec4d20b022192c7655c9de971

Observation 040fb20c-480b-4471-9648-0b7d055e6306 · outbound

This paper cites RA - L o RA : Rank-Adaptive Parameter-Efficient Fine-Tuning for Accurate 2-bit Quantized Large Language Models.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning RA - L o RA : Rank-Adaptive Parameter-Efficient Fine-Tuning for Accurate 2-bit Quantized Large Language Models

Reference 29

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verified exact
doi, observed 2026-08-02T09:03:29.208335Z

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

source=arxiv_source observed=2026-08-02T09:01:47.755582Z digest=sha256:8e820ab40a72eb133593a3410f2dbabb33d2743c90a64014bedbbbdd8f431c83

Observation 8dc95f50-cb69-43d6-b28c-348ffe5f8589 · outbound

This paper cites 2026 , eprint=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning 2026 , eprint=

Reference 30

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no resolver link, observed 2026-08-02T09:01:47.917866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T09:01:47.917866Z digest=sha256:4830a8235e97fca0e5669e1f2313502f5de33fc254cdabeafc1b8e3357945633

Observation 2d2bf6af-e90b-407f-aef0-d99ea6730f7f · outbound

This paper cites ARD-LoRA: Dynamic Rank Allocation for Parameter-Efficient Fine-Tuning of Foundation Models With Heterogeneous Adaptation Needs , year=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning ARD-LoRA: Dynamic Rank Allocation for Parameter-Efficient Fine-Tuning of Foundation Models With Heterogeneous Adaptation Needs , year=

Reference 31

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source=arxiv_source observed=2026-08-02T09:01:47.970980Z digest=sha256:6867bc5865cd0745e6a1879257ec31d85d2f8239c0868f7d51a4b81d485680d1

Observation 2bddb2cb-5140-44cc-b5a7-7487b2b0d163 · outbound

This paper cites Scaling Learning Algorithms Towards.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Scaling Learning Algorithms Towards

Reference 32

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source=arxiv_source observed=2026-08-02T09:01:48.029869Z digest=sha256:ea4fea13f5012c931b91b0f85f3489b99d17328ab137a72298456146c3c2758e

Observation b4f7eebb-cd9d-4f1a-8300-cda3630a680f · outbound

This paper cites ACM Transactions on Sensor Networks , volume=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning ACM Transactions on Sensor Networks , volume=

Reference 33

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source=arxiv_source observed=2026-08-02T09:01:48.094755Z digest=sha256:490053750ba9abce44e3f1376e450aa4a9a6374126560f6d84e09dace8b2775e

Observation b0a91c17-f78e-43f1-b6f1-eab307f905b9 · outbound

This paper cites Instruct-FinGPT: Financial Sentiment Analysis by Instruction Tuning of General-Purpose Large Language Models.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Instruct-FinGPT: Financial Sentiment Analysis by Instruction Tuning of General-Purpose Large Language Models

Reference 34

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source=arxiv_source observed=2026-08-02T09:01:48.182480Z digest=sha256:e61b0f30a3e190749aad78e64f5194aff1d5ca19be5959cff9aee3ffd0ca6984

Observation 1c005fd1-8ba1-4c71-be2f-f0e1c711309c · outbound

This paper cites arXiv preprint arXiv:2306.06031 , year=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning arXiv preprint arXiv:2306.06031 , year=

Reference 35

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source=arxiv_source observed=2026-08-02T09:01:48.248204Z digest=sha256:8dfb8e3021b64e833dc7c9e36ab9ca209f2355fa9d56f199fa2cda608791179f

Observation dab16c4d-fa33-41b1-9957-028e6f5bac26 · outbound

This paper cites an unresolved cited work.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Unresolved cited work

Reference 36

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source=arxiv_source observed=2026-08-02T09:01:48.337609Z digest=sha256:d5aeed7efc31e13d7a2cc6a2d92078cb9f8b1d3b7d0a868d32098af53b1aa6b3

Observation d1c5f178-a8b9-46bb-ba12-9a584c123fce · outbound

This paper cites Dual-Personalizing Adapter for Federated Foundation Models.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Dual-Personalizing Adapter for Federated Foundation Models

Reference 37

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source=arxiv_source observed=2026-08-02T09:01:48.425551Z digest=sha256:0f5a33547f6a84c36a430c3286605b926d785c8c785b3e5501395a89131a712c

Observation 29383ec2-111c-4795-9652-0ae5bc2b5906 · outbound

This paper cites and Osindero, Simon and Teh, Yee Whye , journal =.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning and Osindero, Simon and Teh, Yee Whye , journal =

Reference 38

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source=arxiv_source observed=2026-08-02T09:01:48.514150Z digest=sha256:378be5d929e39ad72033ecffc41348d1d2923696d6679d844987f625d2762a36

Observation 4210f2d0-8e06-47ce-a3f4-5bdd0390a62d · outbound

This paper cites an unresolved cited work.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Unresolved cited work

Reference 39

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source=arxiv_source observed=2026-08-02T09:01:48.581956Z digest=sha256:6acb6290f93bc5a3483294857bbd2816683d3abf5fec19be20298a99913e2bf4

Observation a4324afd-d5fb-4a35-8185-a3a88423252d · outbound

This paper cites Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing , pages=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 40

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source=arxiv_source observed=2026-08-02T09:01:48.694065Z digest=sha256:bff8e267c58277a7defd496c1722c82184e96a495aa63cc5ba254d24189a8473

Observation 4005c72f-69b5-4e19-a839-8fb71d1182fe · outbound

This paper cites GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding

Reference 41

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source=arxiv_source observed=2026-08-02T09:01:48.763263Z digest=sha256:ea72729f9707e07f20ce6c1b94103fbb3d0a03add662d249ccdf2e8b08a44680

Observation 106ff14d-e86e-4835-837e-aa3bb7c0508f · outbound

This paper cites Sparse Low-rank Adaptation of Pre-trained Language Models.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Sparse Low-rank Adaptation of Pre-trained Language Models

Reference 42

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no resolver link, observed 2026-08-02T09:01:48.832025Z

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source=arxiv_source observed=2026-08-02T09:01:48.832025Z digest=sha256:84db3b82b7137b1a2e934612f516b1b272bc79a81ec5524a47f493319d26fd66

Observation 775ff5f3-f17c-4979-8bcd-8d880ec6ced6 · outbound

This paper cites AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning

Reference 43

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no resolver link, observed 2026-08-02T09:01:48.901559Z

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source=arxiv_source observed=2026-08-02T09:01:48.901559Z digest=sha256:224641caab1e5670ee290075be04e921b84835797d9f84bd4e8bed3faa9624ff

Observation d6a33f29-1091-4ce0-bc9c-f089f48a86f2 · outbound

This paper cites Prefix-Tuning: Optimizing Continuous Prompts for Generation.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Prefix-Tuning: Optimizing Continuous Prompts for Generation

Reference 44

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no resolver link, observed 2026-08-02T09:01:48.960876Z

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source=arxiv_source observed=2026-08-02T09:01:48.960876Z digest=sha256:7bf7cc81ba52ff387e9e7bcf9f0ed78b539e0d42bb85d68433e75e5d91c62457

Observation 97b9755c-9722-449d-94d5-078d6c043bda · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Advances in Neural Information Processing Systems , volume=

Reference 46

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no resolver link, observed 2026-08-02T09:01:49.152541Z

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source=arxiv_source observed=2026-08-02T09:01:49.152541Z digest=sha256:8a65aff99bb103876c6960e3c3101531e1a9ff3cf2f77b57fc2ac4b7f70cbe58

Observation 06e69253-2972-4c47-a3d0-6f98499289d3 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Advances in Neural Information Processing Systems , volume=

Reference 47

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source=arxiv_source observed=2026-08-02T09:01:49.221463Z digest=sha256:f6a50c32d8bb5503833606a182ea01ed71e86f7fb1416352d9ae9caee8f961bb

Observation b181a10e-d77f-4228-9f5c-8b62042ec23c · outbound

This paper cites 2019 , eprint=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning 2019 , eprint=

Reference 48

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no resolver link, observed 2026-08-02T09:01:49.316149Z

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source=arxiv_source observed=2026-08-02T09:01:49.316149Z digest=sha256:6e5f6773f6b44cc0d4f9c8c8656c39e34453501307ce49b02a3f2402e8b6ff69

Observation fbd93b91-143d-46f6-9140-a233f1fa222b · outbound

This paper cites Advances and Open Challenges in Federated Foundation Models.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Advances and Open Challenges in Federated Foundation Models

Reference 49

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no resolver link, observed 2026-08-02T09:01:49.370964Z

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source=arxiv_source observed=2026-08-02T09:01:49.370964Z digest=sha256:26b4fc41da2fdbca822fc8312adf9c0dbf892a15cf2cc50356b4c56515133fc5

Observation 77a372c9-75ab-403b-bc75-4d3d5bd2ccf8 · outbound

This paper cites 2023 , eprint=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning 2023 , eprint=

Reference 50

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source=arxiv_source observed=2026-08-02T09:01:49.451393Z digest=sha256:fe9b3e22bdc9bc0a0b9821313c268a829d368b12dfb3f12e399cbb45f30b22e2

Observation a0f3321a-f9fe-4a15-9cc5-c46b95c9ef71 · outbound

This paper cites 2016 , publisher=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning 2016 , publisher=

Reference 51

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source=arxiv_source observed=2026-08-02T09:01:49.539171Z digest=sha256:1d20a4866e4b97346b22aa2fc35d9dd260c415c2dc438fe123e44e024eb0237d

Observation 473b009f-38d2-4eb8-a385-55a5e8b5cd35 · outbound

This paper cites 2024 , eprint=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning 2024 , eprint=

Reference 52

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source=arxiv_source observed=2026-08-02T09:01:49.597323Z digest=sha256:61fefd30571ae480e6c3b6d4e9831c58a34ba75e2920024978e8a030b574b922

Observation 09b7d3f4-c285-4dc7-8a0c-506e3df3f010 · outbound

This paper cites 2024 , eprint=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning 2024 , eprint=

Reference 53

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source=arxiv_source observed=2026-08-02T09:01:49.700514Z digest=sha256:3f421b549c5a221b8328470af4b6713c16eab7cc20eac00cbb36536ed8fea3d6

Observation ba6cbe45-9a8f-4a39-9f34-fb0cc72bbf43 · outbound

This paper cites 2024 , eprint=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning 2024 , eprint=

Reference 54

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no resolver link, observed 2026-08-02T09:01:49.768110Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T09:01:49.768110Z digest=sha256:b9dd0843145e1bdc55ebc927130667d4084b908a999ab91002db517459a54ba6

Observation 8d06a739-dfc6-4a3a-8f19-c728b4707174 · outbound

This paper cites Will we run out of data? Limits of LLM scaling based on human-generated data.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Will we run out of data? Limits of LLM scaling based on human-generated data

Reference 55

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-02T09:01:49.796306Z digest=sha256:c3a7409f7731f0e65b9f45ed2a12153564ae9936e92298023978682e51d6d9af

Observation c62f7f5a-7046-467e-863c-76d67b495aac · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Advances in Neural Information Processing Systems , volume=

Reference 56

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no resolver link, observed 2026-08-02T09:01:49.877695Z

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source=arxiv_source observed=2026-08-02T09:01:49.877695Z digest=sha256:e2d3fc203b6e3131a31a00242e16eb98fe42b0ed232dffd65a2c025db1286022

Observation 3f91111d-56a3-4be3-981a-7e4c9e79b9e1 · outbound

This paper cites Chatlaw: A Multi-Agent Legal Assistant based on a Role-Aligned Mixture-of-Experts Architecture.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Chatlaw: A Multi-Agent Legal Assistant based on a Role-Aligned Mixture-of-Experts Architecture

Reference 57

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source=arxiv_source observed=2026-08-02T09:01:49.892230Z digest=sha256:c0a42c939f80ae945301124a0fef74b528b526cfc10387a246eb22885765a0c6

Observation 7507e7dd-764e-4591-b604-7a466515cbae · outbound

This paper cites Nature , volume=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Nature , volume=

Reference 58

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source=arxiv_source observed=2026-08-02T09:01:49.959935Z digest=sha256:34cd640cbbad355d69b80c9f82c1f42e01a386d8d73a705e132312ba53239166

Observation 7099cac4-2190-45a1-aa9c-8c4e7a57fe07 · outbound

This paper cites Nature medicine , volume=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Nature medicine , volume=

Reference 59

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source=arxiv_source observed=2026-08-02T09:01:50.004928Z digest=sha256:7a80652a37b7eda2899557d2db47a1c347f2c0d3841a2719c75c45cded09e2b8

Observation 84158964-2ba9-489b-b8e5-03197b354bc2 · outbound

This paper cites Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining , pages=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining , pages=

Reference 60

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source=arxiv_source observed=2026-08-02T09:01:50.074584Z digest=sha256:dd99579e7bbd92a646af2de46c5380d0ded2f37ac261b2db2d2623295e0d9580

Observation b960e526-15bd-4138-8682-f387c7c965b8 · outbound

This paper cites GPT-4 Technical Report.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning GPT-4 Technical Report

Reference 61

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no resolver link, observed 2026-08-02T09:01:50.115391Z

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source=arxiv_source observed=2026-08-02T09:01:50.115391Z digest=sha256:0723e1f54faa983dc9b5516e29e5f945bf248e1aa9209c4802e0258edd745782

Observation 97e01fd7-016e-48de-98f6-74aa2347a882 · outbound

This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=

Reference 62

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source=arxiv_source observed=2026-08-02T09:01:50.270641Z digest=sha256:d495527833304199914be6d69fe434972050e2da2c45139f3f8dca64a03788be

Observation 89dba4e3-214b-4230-a116-9e7e5d36a082 · outbound

This paper cites FinGPT: Democratizing Internet-scale Data for Financial Large Language Models.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

Reference 63

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source=arxiv_source observed=2026-08-02T09:01:50.363135Z digest=sha256:7bc76225610aee0e1b4c962eebbd0068175b89813a8adb432485c3ecd8bf5231

Observation 45e4b65e-2e6a-4df7-9a63-12d7422352fb · outbound

This paper cites Archives of pathology & laboratory medicine , year=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Archives of pathology & laboratory medicine , year=

Reference 64

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no resolver link, observed 2026-08-02T09:01:50.436642Z

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source=arxiv_source observed=2026-08-02T09:01:50.436642Z digest=sha256:74a0ccde7eafd4db4167423e53c7ebe59b1637873049169efdc3cb68c414044c

Observation 42d0601b-1064-47c1-9f3f-9e5c8c2ee1de · outbound

This paper cites BloombergGPT: A Large Language Model for Finance.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning BloombergGPT: A Large Language Model for Finance

Reference 65

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no resolver link, observed 2026-08-02T09:01:50.519231Z

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source=arxiv_source observed=2026-08-02T09:01:50.519231Z digest=sha256:ab3bc0e04e15ae3f720e199c34aa3c418db1e73aea5ddfe13af3cd12971272b6

Observation 4ffd5bfd-9537-4da4-aa0b-dbf75c2c361b · outbound

This paper cites LEGAL-BERT: The Muppets straight out of Law School.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning LEGAL-BERT: The Muppets straight out of Law School

Reference 66

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source=arxiv_source observed=2026-08-02T09:01:50.565455Z digest=sha256:51524698118621aa33345273207ba12e9fa619de88755eb910770eabcb6d3539

Observation 4c3513c8-4406-48c0-9c44-8c114f347400 · outbound

This paper cites Artificial intelligence and statistics , pages=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Artificial intelligence and statistics , pages=

Reference 67

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source=arxiv_source observed=2026-08-02T09:01:50.606360Z digest=sha256:919b1524ca356f39024f5358b809a3feffacd94631976764a38fe782a9325007

Observation 02761f12-3235-4652-a0eb-6614fd615c5b · outbound

This paper cites International conference on machine learning , pages=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning International conference on machine learning , pages=

Reference 68

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source=arxiv_source observed=2026-08-02T09:01:50.656419Z digest=sha256:aadc7cf66cee3afd67f6112a11f57997eca977fe686ee3d4d57ad8a8aff32901

Observation e1daf985-23c5-4ed5-97a2-e70cdfc453fd · outbound

This paper cites 2020 , eprint=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning 2020 , eprint=

Reference 69

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no resolver link, observed 2026-08-02T09:01:50.768522Z

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source=arxiv_source observed=2026-08-02T09:01:50.768522Z digest=sha256:5f20dd4bf284db744f3b0fb470eac9f8554cd64029c40b03823f3823e0654300

Observation 470f24ab-c669-40e3-abe4-e67cc94272ae · outbound

This paper cites Improving LoRA in Privacy-preserving Federated Learning.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Improving LoRA in Privacy-preserving Federated Learning

Reference 70

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source=arxiv_source observed=2026-08-02T09:01:50.820923Z digest=sha256:6b3c231219c6ffa802aa36c154ca92a8994f32c59c5af6db59dc6c7aea7abe4f

Observation c6e33435-0964-4037-b64d-a48ee63d6f89 · outbound

This paper cites International Workshop on Federated Learning in the Age of Foundation Models in Conjunction with NeurIPS 2023 , year=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning International Workshop on Federated Learning in the Age of Foundation Models in Conjunction with NeurIPS 2023 , year=

Reference 71

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source=arxiv_source observed=2026-08-02T09:01:50.914747Z digest=sha256:777a28dc5dfa54f0bf79d9e03927f48b79dcd704c6a21775b6e7daa744af438f

Observation 63a6bc92-1a2f-4154-954e-88bb7711ed14 · outbound

This paper cites Towards Federated Low-Rank Adaptation of Language Models with Rank Heterogeneity.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Towards Federated Low-Rank Adaptation of Language Models with Rank Heterogeneity

Reference 72

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-02T09:01:50.973324Z digest=sha256:e93736bec8b5a5ed8d9831cdaaba57b974855a48d222d886a8260c576e78f4c8

Observation 46db7155-d9e1-4af4-bb80-1054882ba80e · outbound

This paper cites FLoRA: Enhancing Vision-Language Models with Parameter-Efficient Federated Learning.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning FLoRA: Enhancing Vision-Language Models with Parameter-Efficient Federated Learning

Reference 73

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source=arxiv_source observed=2026-08-02T09:01:51.014069Z digest=sha256:4dec7e843792c90304fe60166e51a10648125a234e675bd2c9631d4e7269643d

Observation 75550042-cd31-4890-99d1-dda36d8ab576 · outbound

This paper cites FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank Adaptations.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank Adaptations

Reference 74

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source=arxiv_source observed=2026-08-02T09:01:51.090768Z digest=sha256:e3e2e2dbe1457def94ed4cfa3ff9b4d79aad492236dc08e9a9b2887bf74fe0ca

Observation 9ec82f62-bce2-4826-9e20-b4df55ea28e3 · outbound

This paper cites pFedLoRA: Model-Heterogeneous Personalized Federated Learning with LoRA Tuning.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning pFedLoRA: Model-Heterogeneous Personalized Federated Learning with LoRA Tuning

Reference 75

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source=arxiv_source observed=2026-08-02T09:01:51.169227Z digest=sha256:7a1b2eb392bf3dd3b97f4b1472269fc3438b37718bbb98ecb664ddf1d8fa19d4

Observation 783d6dba-8bd9-4f9d-98b7-548697e4dfc1 · outbound

This paper cites 2024 , eprint=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning 2024 , eprint=

Reference 76

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source=arxiv_source observed=2026-08-02T09:01:51.276414Z digest=sha256:920f77145ec921d08683c4a0f15d414b99e94d1425d56428ea3651d8dd879a3e

Observation f3ee7aa8-c893-4685-bc78-d6b514aec774 · outbound

This paper cites Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining , pages=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining , pages=

Reference 77

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no resolver link, observed 2026-08-02T09:01:51.362398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T09:01:51.362398Z digest=sha256:6fc4d97ca734811d7a378b7bf8d8439256884f080f9e478481d7b5a8e27d1f90

Observation 34975d95-da4f-4f89-bc38-631cf7250cb0 · outbound

This paper cites Annual Meeting of the Association of Computational Linguistics 2023 , pages=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Annual Meeting of the Association of Computational Linguistics 2023 , pages=

Reference 78

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source=arxiv_source observed=2026-08-02T09:01:51.393879Z digest=sha256:6ee3db28c56035810e802dad2a21ac3b5c01ea61aeea506dd52782ed2da64e25

Observation 75b7b282-63be-4910-b29f-dadd01d4d4ac · outbound

This paper cites SLoRA: Federated Parameter Efficient Fine-Tuning of Language Models.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning SLoRA: Federated Parameter Efficient Fine-Tuning of Language Models

Reference 79

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no resolver link, observed 2026-08-02T09:01:51.440361Z

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source=arxiv_source observed=2026-08-02T09:01:51.440361Z digest=sha256:01c591534019fc0a22c809b5ab10d805921ad51642262fad69482fc34a636162

Observation 880e9d22-0ab6-4a2b-8918-827f806f89b8 · outbound

This paper cites Nature Machine Intelligence , volume=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Nature Machine Intelligence , volume=

Reference 80

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no resolver link, observed 2026-08-02T09:01:51.635117Z

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source=arxiv_source observed=2026-08-02T09:01:51.635117Z digest=sha256:45095a8fe8515a217a1c36f9d548e0d1b75b796008ab5b06b7b1dfd4ba7cfe12

Observation cf8433ed-8c42-45c2-a153-b6b6b3adc271 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning LoRA: Low-Rank Adaptation of Large Language Models

Reference 81

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no resolver link, observed 2026-08-02T09:01:51.782061Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-02T09:01:51.782061Z digest=sha256:2f7fb3a6cd92bd075d6eb09af5670f326a1dddcbb73c5e65bf23edcefb36c887

Observation e6362b8e-cda1-4d4c-976a-1784ab299f60 · outbound

This paper cites Advances in neural information processing systems , volume=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Advances in neural information processing systems , volume=

Reference 82

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no resolver link, observed 2026-08-02T09:01:51.939777Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-02T09:01:51.939777Z digest=sha256:cc0dac6785b8b5c77b63e7026703ef7a6ac2ffa3287a188991d7e874edb0d556

Observation 6f1b41ee-0e8f-4cbc-a19d-5014b2adc77e · outbound

This paper cites Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks

Reference 83

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no resolver link, observed 2026-08-02T09:01:51.999645Z

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source=arxiv_source observed=2026-08-02T09:01:51.999645Z digest=sha256:656679e7328125e21063a5a4877fc97e6e01aaab1fab2e8140afd1469300b4eb

Observation d6657a25-3bff-4825-83a4-9b0139a955e7 · outbound

This paper cites arXiv preprint arXiv:2106.10199 , year=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning arXiv preprint arXiv:2106.10199 , year=

Reference 84

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no resolver link, observed 2026-08-02T09:01:52.062379Z

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source=arxiv_source observed=2026-08-02T09:01:52.062379Z digest=sha256:3ab45be5283c7fb6d652932bbdf5415e594e18b919c45d93396be6030870776f

Observation 1d560f45-f10b-44ef-82ca-b7b806c8d432 · outbound

This paper cites Parameter-Efficient Transfer Learning with Diff Pruning.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Parameter-Efficient Transfer Learning with Diff Pruning

Reference 85

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no resolver link, observed 2026-08-02T09:01:52.143520Z

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source=arxiv_source observed=2026-08-02T09:01:52.143520Z digest=sha256:1432397c335cce5ad9f3c3bc59b5ec43151c5067447df84f39cac662d16c76cf

Observation 1b3e216d-41f4-457a-bf5a-a1298dca4960 · outbound

This paper cites International conference on machine learning , pages=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning International conference on machine learning , pages=

Reference 86

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no resolver link, observed 2026-08-02T09:01:52.218561Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-02T09:01:52.218561Z digest=sha256:ee97cccff1eab06317f42be36a96a4c182a03fa3f3e8af94c2eae2008c44a37b

Observation 2f13e137-8f88-427c-963e-c9341c28a25c · outbound

This paper cites The Power of Scale for Parameter-Efficient Prompt Tuning.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning The Power of Scale for Parameter-Efficient Prompt Tuning

Reference 87

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no resolver link, observed 2026-08-02T09:01:52.341459Z

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source=arxiv_source observed=2026-08-02T09:01:52.341459Z digest=sha256:0e669361a09a15831107cada0e2888fdf31147b718e3a5b7ce5b3dae8e1f375c

Observation 37f4193c-016c-4d34-83f9-4c05d367ca8c · outbound

This paper cites AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning

Reference 88

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source=arxiv_source observed=2026-08-02T09:01:52.476459Z digest=sha256:64ab1794ca92ad31ddf030728f1b7f8171cbad09062ac91e71ec85825fa97638

Observation ced06803-8388-48d6-a9b0-0d1cb248060c · outbound

This paper cites Transactions of the Association for Computational Linguistics , volume=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Transactions of the Association for Computational Linguistics , volume=

Reference 89

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source=arxiv_source observed=2026-08-02T09:01:52.546025Z digest=sha256:c66bf2202f7f34d8447057cb99cfb414e92a8da9c76804a9aeb86808e61693a7

Observation adbbda8c-08bc-4d02-aded-2d718dfa6ec5 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning International Conference on Learning Representations (ICLR) , year=

Reference 90

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no resolver link, observed 2026-08-02T09:01:52.609607Z

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source=arxiv_source observed=2026-08-02T09:01:52.609607Z digest=sha256:51b25a2f050c705dc8e46b46aa1d4e963a6ad386296e1f02fbc842ef99c7472d

Observation f21732e4-0551-4fac-aac6-ce0dd5bb0ad1 · outbound

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

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning DyLoRA: Parameter Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low-Rank Adaptation

Reference 91

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source=arxiv_source observed=2026-08-02T09:01:52.729050Z digest=sha256:088b2ee2b359e59084216c7c0584930132f2710945b08e9a93a3a3ba47843ec6

Observation a1f40be9-5fa4-4842-929b-dfa9e4795fae · outbound

This paper cites AutoLoRA: Automatically Tuning Matrix Ranks in Low-Rank Adaptation Based on Meta Learning.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning AutoLoRA: Automatically Tuning Matrix Ranks in Low-Rank Adaptation Based on Meta Learning

Reference 92

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source=arxiv_source observed=2026-08-02T09:01:52.844517Z digest=sha256:121c17c8877f7bdce5125dbb67510d07153ff1c1294ed12fc74ede86a878c326

Observation fb6603a6-f052-4112-8875-d2496baf7767 · outbound

This paper cites International Conference on Machine Learning (ICML) , year=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning International Conference on Machine Learning (ICML) , year=

Reference 93

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source=arxiv_source observed=2026-08-02T09:01:53.016216Z digest=sha256:f4f7ce319d292b8eed812b88f4a807d9296cc582711ad67cbcd057c87cbef4ff

Observation ccf28f5c-e025-48cc-98c7-591b29e0b660 · outbound

This paper cites B it F it: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning B it F it: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models

Reference 94

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no resolver link, observed 2026-08-02T09:01:53.074612Z

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source=arxiv_source observed=2026-08-02T09:01:53.074612Z digest=sha256:6ae36722c0b44e2d59297a431918f0c3e919a5f632db49cec6c32e5be2f28fda

Observation 7526d742-fe7e-4d3c-9f51-30a3000b3333 · outbound

This paper cites 2024 , eprint=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning 2024 , eprint=

Reference 95

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no resolver link, observed 2026-08-02T09:01:53.142143Z

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source=arxiv_source observed=2026-08-02T09:01:53.142143Z digest=sha256:4440804a4b2a1cc29d1cc01964e91b474815f79cd8780f6fd16801a979117636

Observation e29528cb-8921-42cf-885e-51459a953001 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Training Verifiers to Solve Math Word Problems

Reference 96

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source=arxiv_source observed=2026-08-02T09:01:53.302633Z digest=sha256:56ab15b90588d75569afc29c79c8c6db875602e6a988d5a31fe9114024b9163a

Observation 3a810969-315e-4011-9df6-188104e4a3bc · outbound

This paper cites 2023 , eprint=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning 2023 , eprint=

Reference 97

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source=arxiv_source observed=2026-08-02T09:01:53.356556Z digest=sha256:2afba1cf8afbd922dd6184646d9678e1c1be85b74bd2d50faa31d5485ec1d5eb

Observation eee55825-54ff-4c70-83ee-5789ef315f9d · outbound

This paper cites 2025 , eprint=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning 2025 , eprint=

Reference 98

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no resolver link, observed 2026-08-02T09:01:53.409890Z

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source=arxiv_source observed=2026-08-02T09:01:53.409890Z digest=sha256:d03460f54c1019757508f7ffbeee6ebb35acbd2f89cff915b74e1c080ba13f41

Observation 946a41bb-c7c4-4139-af0d-9bd90b9d4940 · outbound

This paper cites Proceedings of the National Academy of Sciences , volume=.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Proceedings of the National Academy of Sciences , volume=

Reference 99

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source=arxiv_source observed=2026-08-02T09:01:53.467458Z digest=sha256:211f21a2b1207d91323e9e8cdc57e7c10ec3a7694e2dacfcd3d2d730838b7021

Observation 02dffa00-6e63-412f-b82c-086f3cb45bd5 · outbound

This paper cites Aho and Jeffrey D.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Aho and Jeffrey D

Reference 100

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no resolver link, observed 2026-08-02T09:01:53.500181Z

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source=arxiv_source observed=2026-08-02T09:01:53.500181Z digest=sha256:8d427290cc66d90d4a3cfb2a4d90871b64d95fc41f96fd2a0926c867e5468a33

Observation e6b5e6d9-66c6-4926-a3c2-504a529b5b6c · outbound

This paper cites an unresolved cited work.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning Unresolved cited work

Reference 101

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source=arxiv_source observed=2026-08-02T09:01:53.565454Z digest=sha256:0005b6a8b1e1722483c7d0c11c34da49501f4433b54394ee68de86c4e5d4704c

Pith citing papers

No inbound Pith citation observations are available.