Paper Citation Record · LEDGER

Improving LoRA in Privacy-preserving Federated Learning

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 24 inbound Pith citation observations for arXiv:2403.12313.

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

pith.paper-citation-record.v1
2403.12313 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 24 of 24 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 24 of 24 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T20:20:45.803548Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T21:17:24.944122Z

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 dce24a14-6981-4bd2-a5af-f53fa36b350a · inbound

Federated Sketching LoRA: A Flexible Framework for Heterogeneous Collaborative Fine-Tuning of LLMs cites this paper.

Federated Sketching LoRA: A Flexible Framework for Heterogeneous Collaborative Fine-Tuning of LLMs Improving LoRA in Privacy-preserving Federated Learning

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-09T20:20:45.803548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aad7f318-e963-446e-ab34-b30c33d4d71c · inbound

Task-agnostic Low-rank Residual Adaptation for Efficient Federated Continual Fine-Tuning cites this paper.

Task-agnostic Low-rank Residual Adaptation for Efficient Federated Continual Fine-Tuning Improving LoRA in Privacy-preserving Federated Learning

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-22T13:54:52.979661Z

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 cd4f1f19-9f84-43b6-916a-7537a4fc842a · inbound

DeCAF: Decentralized Consensus-And-Factorization for Low-Rank Adaptation of Foundation Models cites this paper.

DeCAF: Decentralized Consensus-And-Factorization for Low-Rank Adaptation of Foundation Models Improving LoRA in Privacy-preserving Federated Learning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T13:42:46.239849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92e1ba78-aca2-4050-96d2-212c1c6e74e4 · inbound

AFLoRA: Adaptive Federated Fine-Tuning of Large Language Models with Resource-Aware Low-Rank Adaption cites this paper.

AFLoRA: Adaptive Federated Fine-Tuning of Large Language Models with Resource-Aware Low-Rank Adaption Improving LoRA in Privacy-preserving Federated Learning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T12:20:46.403337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 798eea59-8197-4795-b68a-9056a0f6456c · inbound

Differentially Private Federated Low Rank Adaptation Beyond Fixed-Matrix cites this paper.

Differentially Private Federated Low Rank Adaptation Beyond Fixed-Matrix Improving LoRA in Privacy-preserving Federated Learning

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T17:53:48.229512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12f1e12d-0084-4053-8f23-4e4765d0f3f2 · inbound

An Efficient Subspace Algorithm for Federated Learning on Heterogeneous Data cites this paper.

An Efficient Subspace Algorithm for Federated Learning on Heterogeneous Data Improving LoRA in Privacy-preserving Federated Learning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T05:38:49.370808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25cc88b9-8a0e-4cb4-bbed-35776017e89d · inbound

FediLoRA: Practical Federated Fine-Tuning of Foundation Models Under Missing-Modality Constraints cites this paper.

FediLoRA: Practical Federated Fine-Tuning of Foundation Models Under Missing-Modality Constraints Improving LoRA in Privacy-preserving Federated Learning

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-21T22:00:41.453627Z

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 698325b9-6deb-43ea-8a43-ad4849f0bff1 · inbound

Train Large, Deploy Compact: Structured Compression for Compact Low-Rank Adaptation cites this paper.

Train Large, Deploy Compact: Structured Compression for Compact Low-Rank Adaptation Improving LoRA in Privacy-preserving Federated Learning

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-04T13:31:03.641942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dd77519-44bf-4d68-9846-5cb96801f1cd · inbound

ParaBlock: Communication-Computation Parallel Block Coordinate Federated Learning for Large Language Models cites this paper.

ParaBlock: Communication-Computation Parallel Block Coordinate Federated Learning for Large Language Models Improving LoRA in Privacy-preserving Federated Learning

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T20:29:50.603105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acaf47a4-7a2c-46ed-90dc-2001aaf25466 · inbound

A Language-Guided Bayesian Optimization for Efficient LoRA Hyperparameter Search cites this paper.

A Language-Guided Bayesian Optimization for Efficient LoRA Hyperparameter Search Improving LoRA in Privacy-preserving Federated Learning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T09:45:44.405069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa163e0f-87f3-4d82-ac37-66d07056fa2e · inbound

FedTreeLoRA: Reconciling Statistical and Functional Heterogeneity in Federated LoRA Fine-Tuning cites this paper.

FedTreeLoRA: Reconciling Statistical and Functional Heterogeneity in Federated LoRA Fine-Tuning Improving LoRA in Privacy-preserving Federated Learning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T20:06:13.859708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34c01ee8-ebd7-4783-b331-eca97d938007 · inbound

Task-Centric Personalized Federated Fine-Tuning of Language Models cites this paper.

Task-Centric Personalized Federated Fine-Tuning of Language Models Improving LoRA in Privacy-preserving Federated Learning

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:27:59.640143Z

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 9101db02-d1b3-4fe4-8bf6-1153c0f9a40e · inbound

FedDetox: Robust Federated SLM Alignment via On-Device Data Sanitization cites this paper.

FedDetox: Robust Federated SLM Alignment via On-Device Data Sanitization Improving LoRA in Privacy-preserving Federated Learning

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:56:02.051345Z

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 7d6479cb-602f-471e-b89d-35904df6cd5a · inbound

Low-Rank Adaptation Redux for Large Models cites this paper.

Low-Rank Adaptation Redux for Large Models Improving LoRA in Privacy-preserving Federated Learning

Reference 181

Resolution: verified exact; arxiv_id, observed 2026-05-11T14:26:03.878986Z

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 f72a9033-868c-4403-9b17-663c4bb78bb0 · inbound

Adaptive Selection of LoRA Components in Privacy-Preserving Federated Learning cites this paper.

Adaptive Selection of LoRA Components in Privacy-Preserving Federated Learning Improving LoRA in Privacy-preserving Federated Learning

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:41:09.335154Z

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 3cc0bcde-859b-4635-af3b-d0236a81498e · inbound

FedSmoothLoRA: Toward Smoother and Faster Convergence in Federated Low-Rank Adaptation cites this paper.

FedSmoothLoRA: Toward Smoother and Faster Convergence in Federated Low-Rank Adaptation Improving LoRA in Privacy-preserving Federated Learning

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:13:15.250089Z

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 351c9f23-fac3-46dc-8fb0-73729b9f0a54 · inbound

Trustworthy Recommendation in the Era of Large Language Models: Opportunities and Challenges cites this paper.

Trustworthy Recommendation in the Era of Large Language Models: Opportunities and Challenges Improving LoRA in Privacy-preserving Federated Learning

Reference 215

Resolution: verified exact; arxiv_id, observed 2026-06-28T18:42:29.180156Z

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 e07d668a-ee29-4272-9849-f18f744ab919 · inbound

Amortizing Federated Adaptation: Hypernetwork Driven LoRA for Personalized Foundation Models cites this paper.

Amortizing Federated Adaptation: Hypernetwork Driven LoRA for Personalized Foundation Models Improving LoRA in Privacy-preserving Federated Learning

Reference 30

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T13:16:58.658797Z

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 0bc5454a-9174-49ac-8970-d01ce7dc2871 · inbound

AlignFed: Alignment-Aware Asynchronous Federated Fine-Tuning for Large Language Models in Heterogeneous Edge Environments cites this paper.

AlignFed: Alignment-Aware Asynchronous Federated Fine-Tuning for Large Language Models in Heterogeneous Edge Environments Improving LoRA in Privacy-preserving Federated Learning

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-02T21:17:24.947863Z

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 30b809b8-69c3-4f85-9fb6-bfdec4fb4474 · inbound

Probing Memorization of Tabular In-Context Learning cites this paper.

Probing Memorization of Tabular In-Context Learning Improving LoRA in Privacy-preserving Federated Learning

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T09:25:40.767815Z

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 4798fc88-828b-416f-ae75-d69c30355b48 · inbound

Efficient and Privacy Aware Edge Cloud Collaborative Inference for Large Language Models cites this paper.

Efficient and Privacy Aware Edge Cloud Collaborative Inference for Large Language Models Improving LoRA in Privacy-preserving Federated Learning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T06:42:17.098363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd14b956-db28-4700-8059-4b7e8f484d05 · inbound

Dysco: Dynamic Subspace Boosting to Mitigate LoRA Interference in Federated Learning cites this paper.

Dysco: Dynamic Subspace Boosting to Mitigate LoRA Interference in Federated Learning Improving LoRA in Privacy-preserving Federated Learning

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-02T02:23:30.310961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning cites this paper.

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

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-02T09:01:50.820923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6704cce-9c10-4f14-8774-67de6e89c09e · inbound

FedGSA: Geometry-Consistent Subspace Aggregation for Differentially Private Federated LoRA cites this paper.

FedGSA: Geometry-Consistent Subspace Aggregation for Differentially Private Federated LoRA Improving LoRA in Privacy-preserving Federated Learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T22:13:23.592645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.