Paper Citation Record · LEDGER

FedTLU: Federated Learning with Targeted Layer Updates

As of 21 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2412.17692.

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

pith.paper-citation-record.v1
2412.17692 v2

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:21:01.226786Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

46 of 46 outbound references displayed

verified exact1
verified fuzzy30
unresolved15
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5ea293d5-3064-4963-9c7d-f64a33e80047 · outbound

This paper cites Attention is all you need,.

FedTLU: Federated Learning with Targeted Layer Updates Attention is all you need,

Reference 1

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Source-reported events for the cited work

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Observation ad6955a5-3706-4ede-bd49-6aa7be9e6fd7 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

FedTLU: Federated Learning with Targeted Layer Updates BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T05:21:01.038646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ad83b49-d01a-4e86-aca7-9862d5b42015 · outbound

This paper cites Language models are unsupervised multitask learners,.

FedTLU: Federated Learning with Targeted Layer Updates Language models are unsupervised multitask learners,

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4be2accf-d049-4b78-a432-5a78dc66a27a · outbound

This paper cites A survey on large language model (llm) security and privacy: The good, the bad, and the ugly,.

FedTLU: Federated Learning with Targeted Layer Updates A survey on large language model (llm) security and privacy: The good, the bad, and the ugly,

Reference 4

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Source-reported events for the cited work

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Observation d71298e8-19b9-4395-9ba4-70060a9dfb00 · outbound

This paper cites Fedmed: A federated learning framework for language modeling,.

FedTLU: Federated Learning with Targeted Layer Updates Fedmed: A federated learning framework for language modeling,

Reference 5

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Observation 49461bb5-4ef1-46f2-8323-6a3916ce447c · outbound

This paper cites Scaling federated learning for fine-tuning of large language models,.

FedTLU: Federated Learning with Targeted Layer Updates Scaling federated learning for fine-tuning of large language models,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:21:01.793601Z

Source-reported events for the cited work

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Observation 16c65c3d-e367-4122-bf78-8bd20390fbeb · outbound

This paper cites Communication-efficient learning of deep networks from decentralized data,.

FedTLU: Federated Learning with Targeted Layer Updates Communication-efficient learning of deep networks from decentralized data,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:21:01.781038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 99368972-e97b-4414-9844-e0dc3c420f24 · outbound

This paper cites Federated optimization in heterogeneous networks,.

FedTLU: Federated Learning with Targeted Layer Updates Federated optimization in heterogeneous networks,

Reference 8

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Source-reported events for the cited work

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Observation 53d741dd-8c4e-4ca4-98b2-e4fde0f375af · outbound

This paper cites Preserving data privacy via fed- erated learning: Challenges and solutions,.

FedTLU: Federated Learning with Targeted Layer Updates Preserving data privacy via fed- erated learning: Challenges and solutions,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:21:01.758760Z

Source-reported events for the cited work

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Observation a7a8f9c7-159f-4e33-8877-961f156aeb00 · outbound

This paper cites Federated analytics: Opportunities and challenges,.

FedTLU: Federated Learning with Targeted Layer Updates Federated analytics: Opportunities and challenges,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:21:01.745749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3619617d-fa2a-471d-9553-fc34ea43cace · outbound

This paper cites Generalized federated learning via sharpness aware minimization,.

FedTLU: Federated Learning with Targeted Layer Updates Generalized federated learning via sharpness aware minimization,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:21:01.732509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5377106d-a060-4166-8ac6-33b3ae7b2902 · outbound

This paper cites A survey on federated learning: The journey from centralized to distributed on-site learning and beyond,.

FedTLU: Federated Learning with Targeted Layer Updates A survey on federated learning: The journey from centralized to distributed on-site learning and beyond,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:21:01.719709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 33a4f534-0580-4c0a-b4a7-050af225f580 · outbound

This paper cites Internet of things intrusion detection: Centralized, on-device, or federated learning?.

FedTLU: Federated Learning with Targeted Layer Updates Internet of things intrusion detection: Centralized, on-device, or federated learning?

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:21:01.706872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 35c6df37-473d-403e-a56c-8977b72b5b8a · outbound

This paper cites Higher order naive bayes: A novel non-iid approach to text classification,.

FedTLU: Federated Learning with Targeted Layer Updates Higher order naive bayes: A novel non-iid approach to text classification,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:21:01.693725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation eb3229da-819b-4cef-995d-5d8f1f4aa4f5 · outbound

This paper cites Beyond iid: Non-iid thinking, informatics, and learning,.

FedTLU: Federated Learning with Targeted Layer Updates Beyond iid: Non-iid thinking, informatics, and learning,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:21:01.679458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3199b399-cc3a-44e3-b5c7-5aa66895407f · outbound

This paper cites Fedbiot: Llm local fine-tuning in federated learning without full model,.

FedTLU: Federated Learning with Targeted Layer Updates Fedbiot: Llm local fine-tuning in federated learning without full model,

Reference 16

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Source-reported events for the cited work

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Observation b009bc3e-416f-4003-94ed-e26589bd49c5 · outbound

This paper cites Momentum-based variance reduction in non-convex sgd,.

FedTLU: Federated Learning with Targeted Layer Updates Momentum-based variance reduction in non-convex sgd,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:21:01.658310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6db78364-5105-410e-a64f-acdbc7f62461 · outbound

This paper cites Federated learning with proximal stochastic variance reduced gradient algorithms,.

FedTLU: Federated Learning with Targeted Layer Updates Federated learning with proximal stochastic variance reduced gradient algorithms,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:21:01.644910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e62158d9-e90f-4171-9191-4caafc5b9db0 · outbound

This paper cites Few-shot parameter-efficient fine-tuning is better and cheaper than in-context learning,.

FedTLU: Federated Learning with Targeted Layer Updates Few-shot parameter-efficient fine-tuning is better and cheaper than in-context learning,

Reference 19

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Source-reported events for the cited work

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Observation 7512b539-943f-4de1-8d4c-58e201a4aa47 · outbound

This paper cites Sensitivity-aware visual parameter-efficient fine-tuning,.

FedTLU: Federated Learning with Targeted Layer Updates Sensitivity-aware visual parameter-efficient fine-tuning,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:21:01.623387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9788690d-6f03-41d8-a949-a301b735c46d · outbound

This paper cites Ditto: Fair and robust federated learning through personalization,.

FedTLU: Federated Learning with Targeted Layer Updates Ditto: Fair and robust federated learning through personalization,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:21:01.610548Z

Source-reported events for the cited work

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Observation 0d834a56-7ebd-469c-8ff6-7dfb625a75cf · outbound

This paper cites Towards personalized federated learning,.

FedTLU: Federated Learning with Targeted Layer Updates Towards personalized federated learning,

Reference 22

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Source-reported events for the cited work

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Observation a443e960-a5c3-47b7-9b34-24041f0f1340 · outbound

This paper cites Personalization improves privacy-accuracy tradeoffs in federated learning,.

FedTLU: Federated Learning with Targeted Layer Updates Personalization improves privacy-accuracy tradeoffs in federated learning,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:21:01.588628Z

Source-reported events for the cited work

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Observation 0a861da1-94ba-4e0e-b563-e2cab835f419 · outbound

This paper cites Local learning matters: Rethinking data heterogeneity in federated learning,.

FedTLU: Federated Learning with Targeted Layer Updates Local learning matters: Rethinking data heterogeneity in federated learning,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:21:01.574962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 04770ebe-0b9d-4208-950f-c961b5f31c60 · outbound

This paper cites Heterogeneous federated learning: State-of-the-art and research challenges,.

FedTLU: Federated Learning with Targeted Layer Updates Heterogeneous federated learning: State-of-the-art and research challenges,

Reference 25

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Source-reported events for the cited work

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Observation 50a07ce3-f86c-4591-aee4-e08fd013578f · outbound

This paper cites FedBaF: Federated Learning Aggregation Biased by a Foundation Model.

FedTLU: Federated Learning with Targeted Layer Updates FedBaF: Federated Learning Aggregation Biased by a Foundation Model

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-11T05:21:01.293144Z

Source-reported events for the cited work

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Observation 9d5a07c5-2e93-41e2-ae2b-3c60a9315306 · outbound

This paper cites Threats, attacks and defenses to federated learning: issues, taxonomy and perspectives,.

FedTLU: Federated Learning with Targeted Layer Updates Threats, attacks and defenses to federated learning: issues, taxonomy and perspectives,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:21:01.554099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7841d7d1-6d5b-4d06-a676-a513fb233032 · outbound

This paper cites Robust federated learning with noisy and het- erogeneous clients,.

FedTLU: Federated Learning with Targeted Layer Updates Robust federated learning with noisy and het- erogeneous clients,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:21:01.540181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7f7e8b7b-1f83-44b5-ab1b-e872ee7fe97b · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language understanding,.

FedTLU: Federated Learning with Targeted Layer Updates Bert: Pre-training of deep bidirectional transformers for language understanding,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:21:01.525437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 98b0feb1-f28d-46ee-94cf-d94d19d06646 · outbound

This paper cites Improved dropout for shallow and deep learning,.

FedTLU: Federated Learning with Targeted Layer Updates Improved dropout for shallow and deep learning,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:21:01.511304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0701ff1d-3b46-4639-876a-fc888c7131c3 · outbound

This paper cites Random cnn structure: tool to increase generalization ability in deep learning,.

FedTLU: Federated Learning with Targeted Layer Updates Random cnn structure: tool to increase generalization ability in deep learning,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:21:01.497552Z

Source-reported events for the cited work

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Observation 9ba035fc-8bcb-4fa7-bd5e-6d4124b27334 · outbound

This paper cites Layerout: Freezing layers in deep neural networks,.

FedTLU: Federated Learning with Targeted Layer Updates Layerout: Freezing layers in deep neural networks,

Reference 32

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Source-reported events for the cited work

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Observation 360fcef8-e0a8-4ecb-9222-cf7e53ff96cf · outbound

This paper cites Transfusion: Un- derstanding transfer learning for medical imaging,.

FedTLU: Federated Learning with Targeted Layer Updates Transfusion: Un- derstanding transfer learning for medical imaging,

Reference 33

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Source-reported events for the cited work

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Observation 35675d9b-ff78-4c81-98e4-4f6c65ae2c89 · outbound

This paper cites Parameter-efficient transfer learning for nlp,.

FedTLU: Federated Learning with Targeted Layer Updates Parameter-efficient transfer learning for nlp,

Reference 34

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Observation d53ea8b7-f4fd-4259-85dc-7bbcbeebc9ca · outbound

This paper cites Differentially Private Fine-tuning of Language Models.

FedTLU: Federated Learning with Targeted Layer Updates Differentially Private Fine-tuning of Language Models

Reference 35

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Observation 7f88d4c6-4749-4c06-b164-6bf255f4d9fd · outbound

This paper cites Sensitivity and Generalization in Neural Networks: an Empirical Study.

FedTLU: Federated Learning with Targeted Layer Updates Sensitivity and Generalization in Neural Networks: an Empirical Study

Reference 36

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Observation a3a51381-d6e1-4629-9fea-537819f943d8 · outbound

This paper cites Corrnet: pearson correlation based pruning for efficient convolutional neural networks,.

FedTLU: Federated Learning with Targeted Layer Updates Corrnet: pearson correlation based pruning for efficient convolutional neural networks,

Reference 37

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Source-reported events for the cited work

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Observation da46f13a-6591-488e-8b3a-b4c49aebba20 · outbound

This paper cites Scaffold: Stochastic controlled averaging for federated learn- ing,.

FedTLU: Federated Learning with Targeted Layer Updates Scaffold: Stochastic controlled averaging for federated learn- ing,

Reference 38

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 56955728-a425-4d17-8625-1c7ff49100cf · outbound

This paper cites Advances and open problems in federated learning,.

FedTLU: Federated Learning with Targeted Layer Updates Advances and open problems in federated learning,

Reference 39

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This paper cites Fedbert: When federated learning meets pre-training,.

FedTLU: Federated Learning with Targeted Layer Updates Fedbert: When federated learning meets pre-training,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:21:01.406977Z

Source-reported events for the cited work

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Observation 688ab783-b0c0-4165-b5df-19b5e6f88325 · outbound

This paper cites Federated learning on non-iid data: A survey,.

FedTLU: Federated Learning with Targeted Layer Updates Federated learning on non-iid data: A survey,

Reference 41

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Source-reported events for the cited work

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Observation 5acfd00d-2ef6-4fdc-99ab-0446a5489370 · outbound

This paper cites Federated multi-task learning,.

FedTLU: Federated Learning with Targeted Layer Updates Federated multi-task learning,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:21:01.381864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 724bd775-64be-4b96-a20d-d20f63dfc100 · outbound

This paper cites Clustered federated learning: Model-agnostic distributed multitask optimization under privacy con- straints,.

FedTLU: Federated Learning with Targeted Layer Updates Clustered federated learning: Model-agnostic distributed multitask optimization under privacy con- straints,

Reference 43

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Source-reported events for the cited work

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This paper cites On the importance of single directions for generalization,.

FedTLU: Federated Learning with Targeted Layer Updates On the importance of single directions for generalization,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:21:01.357326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 41c04659-497a-40e4-83ba-eb915a5857f4 · outbound

This paper cites On the convergence of fedavg on non-iid data,.

FedTLU: Federated Learning with Targeted Layer Updates On the convergence of fedavg on non-iid data,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:21:01.340874Z

Source-reported events for the cited work

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Observation 8a5488a4-2b6d-45a5-8846-83dfcf29b930 · outbound

This paper cites Zico: Zero-shot nas via inverse coefficient of variation on gradients,.

FedTLU: Federated Learning with Targeted Layer Updates Zico: Zero-shot nas via inverse coefficient of variation on gradients,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:21:01.324172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.