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Paper Citation Record · LEDGER

Heterogeneous LoRA for Federated Fine-tuning of On-Device Foundation Models

As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2401.06432.

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

pith.paper-citation-record.v1
2401.06432 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T13:30:58.132349Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-09T08:16:05.738651Z

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 347cdee2-d545-4bb6-abfe-ac372b75b811 · 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 Heterogeneous LoRA for Federated Fine-tuning of On-Device Foundation Models

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-04T13:30:58.132349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T13:30:58.132349Z digest=sha256:887838320ef89b08c0ef27922610cbd729ed99ed64a05ad83832beded9dc98d7

Observation a03939ad-96a2-4474-8825-6c0fe84346d4 · 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 Heterogeneous LoRA for Federated Fine-tuning of On-Device Foundation Models

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-03T20:29:48.175156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:29:48.175156Z digest=sha256:3199e5e7d6927d75b40712eaecc4453e4dd846657313d6a088203aefa44b7db6

Observation 41607f42-ecd1-430b-9c44-e96a6841d349 · inbound

FedSpy-LLM: Towards Scalable and Generalizable Data Reconstruction Attacks from Gradients on LLMs cites this paper.

FedSpy-LLM: Towards Scalable and Generalizable Data Reconstruction Attacks from Gradients on LLMs Heterogeneous LoRA for Federated Fine-tuning of On-Device Foundation Models

Reference 27

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T23:30:51.420825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T19:04:41.807582Z digest=sha256:dcf7a7e3d1079e39a00a356b1e64ff8eb9d2733434aa530dd765975664ac2bc5

Observation f0077882-67ca-4096-b7a6-fe88b5f0203e · inbound

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

Adaptive Selection of LoRA Components in Privacy-Preserving Federated Learning Heterogeneous LoRA for Federated Fine-tuning of On-Device Foundation Models

Reference 50

Resolution
verified exact
arxiv_id, observed 2026-05-11T18:41:09.251353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-08T14:50:12.857642Z digest=sha256:585b2604f26db577f55b428e2961368d4f52707f4e6965609ace3d25e8c489f3

Observation a5bfd089-c415-4ac4-882f-15d32e1e56b2 · inbound

DP-LAC: Lightweight Adaptive Clipping for Differentially Private Federated Fine-tuning of Language Models cites this paper.

DP-LAC: Lightweight Adaptive Clipping for Differentially Private Federated Fine-tuning of Language Models Heterogeneous LoRA for Federated Fine-tuning of On-Device Foundation Models

Reference 14

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T05:31:25.464072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T05:11:50.859348Z digest=sha256:ce293b3ed79d3fddd98bca92479bab5b857c69a283719e6d428d1449ead85aef

Observation db7cb6d3-6cc7-48a2-b9e5-d1aadd1ae27c · inbound

Beyond Parameter Aggregation: Semantic Consensus for Federated Fine-Tuning of LLMs cites this paper.

Beyond Parameter Aggregation: Semantic Consensus for Federated Fine-Tuning of LLMs Heterogeneous LoRA for Federated Fine-tuning of On-Device Foundation Models

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-13T06:32:24.763266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-13T06:27:43.534185Z digest=sha256:75de653529b0463325f6d95cc257db6232bda9747799a2fbbd4a2b03ac3adc7d

Observation e431fa01-4480-4c07-b68f-3ae6a9e2a930 · inbound

FedMark-FM: Auditable, Risk-Adjusted Data Markets for Federated Foundation-Model Adaptation cites this paper.

FedMark-FM: Auditable, Risk-Adjusted Data Markets for Federated Foundation-Model Adaptation Heterogeneous LoRA for Federated Fine-tuning of On-Device Foundation Models

Reference 24

Resolution
metadata mismatch
local_arxiv, observed 2026-07-09T08:16:05.741642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-09T08:11:23.216344Z digest=sha256:46d3a983ad155888ad02d492f323da9c64b04a384f5829e84068ae7f1b5f4eef