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Paper Citation Record · LEDGER

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection

As of 12 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 0 inbound Pith citation observations for arXiv:2506.00743.

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

pith.paper-citation-record.v1
2506.00743 v1

Coverage vector

measured 67 of 67 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:05:57.190529Z

measured 67 of 67 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

67 of 67 outbound references displayed

  • verified exact1
  • verified fuzzy16
  • unresolved49
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0cf8e13e-daee-4232-a5ed-463cfb3fcf26 · outbound

This paper cites Brown, B.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Brown, B

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:50.900573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:50.900573Z digest=sha256:dfe6f011ebe9e74852c5f848a2f42b44d9c384451dcd5547cd12ceaec9c37304

Observation 76e86589-e3d6-4bd6-a700-cf9ce86f7ef8 · outbound

This paper cites Raffel, N.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Raffel, N

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:06:02.915892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:51.050823Z digest=sha256:175ad240e948d4dd2e132c933b037b48b02ecf6ed4728e6aec44571452cc224e

Observation db0022c4-7e3b-4745-9a97-09845794bd60 · outbound

This paper cites BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:51.147580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:51.147580Z digest=sha256:b25f04b1611470ff5f8816d5eadb2879393fd1bfc7a819a3dcd369ff1d03b228

Observation cc99f603-e5a5-4e46-a425-5e1ace0d78eb · outbound

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

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:51.248109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:51.248109Z digest=sha256:b4465dfdd1cc48e534b11b29c6709276d5d70cc9e8a297e22ff51886f9916e57

Observation e45557a3-7b15-4216-8393-c7976191bf9f · outbound

This paper cites Vaswani, N.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Vaswani, N

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:06:02.799001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:51.349059Z digest=sha256:81c4f7ff79edc3f3db8c8189c8bbdb03a723407e315babe522f8c72bfc0df71e

Observation d32d9ed9-35b5-4c9d-89cf-c47716fda447 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:51.455602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:51.455602Z digest=sha256:74c82f4fb308aaed1c71b9853cb0b7b94b61b43d81761dcc4c0d03362582ba31

Observation 9436d74a-ce57-4c82-8c42-d5ec9422898b · outbound

This paper cites Rombach, A.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Rombach, A

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:51.552749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:51.552749Z digest=sha256:c4a0a847f89cff0329dc29de17e83263da0e74dddaec9ff1e338676b5a474ef9

Observation 3df806f8-6fc7-4294-bc79-607b3a320b8c · outbound

This paper cites an unresolved cited work.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:06:02.628876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:51.653554Z digest=sha256:56ae3711d07fd2ac9aed05f475fa7b08e479e713151a5caf4815549c45d41837

Observation 571e6e66-183c-490e-877d-cdc8c40c0002 · outbound

This paper cites Radford, J.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Radford, J

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:06:02.448167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:51.765032Z digest=sha256:9f3ade31c83e751faf00552423eb5f626810feb1f65b069d2548a3d555bc991b

Observation ad37c472-53a9-44e6-baed-4e1850d22a49 · outbound

This paper cites XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:51.843072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:51.843072Z digest=sha256:b09aeba07613787285c0a917f8a910326080270092e5d91876819ca3ac45fc00

Observation 6caf1591-e61e-4876-a87e-a8ae11182139 · outbound

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

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection LoRA: Low-Rank Adaptation of Large Language Models

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:51.953196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:51.953196Z digest=sha256:574471b5d5c13135e62aa394fd819dd6055f3beae6ba38b65ef5ec8fd2bb5991

Observation f6f7c54f-f0c7-411e-8de3-f933d667ec97 · outbound

This paper cites an unresolved cited work.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:52.022574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:52.022574Z digest=sha256:57faa26bdc37113abf99973dd991129da43ef0c728ca73522c02a96667926608

Observation 2c06e49b-2c25-4601-ae23-3d070352ab43 · outbound

This paper cites P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:52.119348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:52.119348Z digest=sha256:051eaaaa7bd02c544b049b79027ee99a301b7c0ccf962dc00a715a0deb16cce2

Observation 9c058912-ba23-4bf4-9c51-e19f37f97bc7 · outbound

This paper cites McMahan, E.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection McMahan, E

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:52.248233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:52.248233Z digest=sha256:9cc436c98fb66dfb50c2db2c23c8c543d55ee619a75d5305932e586c0d85e461

Observation 9b8a2363-ab57-4da3-b6b3-5ae36af4ff47 · outbound

This paper cites Federated Learning for Mobile Keyboard Prediction.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Federated Learning for Mobile Keyboard Prediction

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:52.338249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:52.338249Z digest=sha256:9aaec78a1a1fd8791a2aec6b8e4dad9e9a29a6ee2128ef0431e16d50a9b6233f

Observation 7b422a87-9d0a-40cf-9583-e5e220998a97 · outbound

This paper cites Federated Learning of N-gram Language Models.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Federated Learning of N-gram Language Models

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:52.461025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:52.461025Z digest=sha256:bede83408934e4eb523e61013e2213431287c1907a30147681ed9861951f1d4e

Observation 1cf1ff8a-1245-49e5-811d-5663c8593e7c · outbound

This paper cites Federated Learning Meets Natural Language Processing: A Survey.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Federated Learning Meets Natural Language Processing: A Survey

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:52.567281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:52.567281Z digest=sha256:fbc4839cd5b4189baa8e7b6d2961469136640217565eedb8fd27fdac6e3dfd26

Observation 30739c69-084f-41fe-8238-59b294248549 · outbound

This paper cites Babakniya, S.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Babakniya, S

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:06:02.191968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:52.736200Z digest=sha256:5fcc9e77f338dea7e2daf1bf7231cbe016297405e598c934fd093bc857adced9

Observation 3e9fcc01-393b-43a7-a33b-f338357a4e57 · outbound

This paper cites Voita, D.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Voita, D

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:52.862178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:52.862178Z digest=sha256:0d75e66835387cfb5b8d61a01b3c2ecef67bb70983f6c0465e8cbb2bbfe53d76

Observation 6f5d7d4e-1776-47e6-ac9e-a76faa281a79 · outbound

This paper cites an unresolved cited work.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:06:01.932517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:52.921782Z digest=sha256:260abe184741caa601a39f3d1a3405244999244565bc350c9cc5ebd734c47971

Observation aa10d23c-7367-4f1f-aec5-555b50c046e7 · outbound

This paper cites Behnke, K.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Behnke, K

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:06:01.799574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:53.001559Z digest=sha256:0ff24f1bde865d1938f9df042ee57c14f838344027edc110e805b807d752db93

Observation 7be4b0c9-f412-490d-8f41-5e66918b52c4 · outbound

This paper cites an unresolved cited work.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:06:01.667893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:53.151170Z digest=sha256:8d1eec6bfa6b1ee77fe79dfd66a9ccd50ff6be4fab6721ae170ed3a59248f2fe

Observation b4232481-767b-4191-a411-d453f2c3b26e · outbound

This paper cites Houlsby, A.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Houlsby, A

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:06:01.591801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:53.263358Z digest=sha256:e0212a1c0c39c18e726e0eed328029181b8a49cb9d18262daf6c28252cdb6c8d

Observation 2bf6be21-067d-4caa-a121-944b1b7e2661 · outbound

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

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:53.349160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:53.349160Z digest=sha256:f1b309a78c2b55ad9ab404f978a701ad7866aab7a94eb093adeffb578b5d9015

Observation daa09c38-8550-4b18-b8a5-afeedc6bd0ca · outbound

This paper cites an unresolved cited work.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:06:01.473209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:53.436031Z digest=sha256:68e3e087cc3476c93d1bd09d865fd45db9dc1f1629901e973c27002a0e8ae678

Observation d6c2f7c7-655a-44ba-8c38-23b82c850b2a · outbound

This paper cites an unresolved cited work.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:53.529211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:53.529211Z digest=sha256:f52034539cffd5378eb7c64e12fa89693234266306fbf18c67309f6af761ff80

Observation 2e5b9f74-e570-423f-a6da-1ac48c1333b1 · outbound

This paper cites an unresolved cited work.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:06:01.378796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:53.652974Z digest=sha256:210078b6c5e58b2ad1e7b1ee4ca9ddffa93440b6e06a113c485c897476c9d12c

Observation e359c758-bbae-484c-b901-dae315c5582d · outbound

This paper cites an unresolved cited work.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:06:01.267529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:53.762193Z digest=sha256:fd6125c29dfa694ab1a40af7c373f433e5c70db5018c3677495dc288158d1400

Observation 09656b70-afee-43dd-b829-e422b6962566 · outbound

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

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection The Power of Scale for Parameter-Efficient Prompt Tuning

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:53.888590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:53.888590Z digest=sha256:3abc66066639fa8100239b0a2c69e72d34f24d50d91c2533f1d6691adc684441

Observation 69c61901-67db-44ed-b36a-230bca075646 · outbound

This paper cites Hilmkil, S.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Hilmkil, S

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:06:01.137191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:53.989697Z digest=sha256:defda717c3e119b5083a253a7529eeb8c417681ce1276217da9feff4ba1dbbac

Observation 239cd4a7-0fef-4011-bcc3-ec5b0dda3a5a · outbound

This paper cites FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:54.038411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:54.038411Z digest=sha256:bf1a5325b0fc6ef8673fe5398a4bbfd1e97d33c07587044787e20de4c75cb21d

Observation 3d6e4fb9-e246-4518-9ae3-0293ae3b2393 · outbound

This paper cites an unresolved cited work.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:06:00.979236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:54.108651Z digest=sha256:c28fce8d2a2b51f99dd04728807f3621bbbf23367eeacf20f1398b7377b8700b

Observation 4ffba9f6-b303-41a8-9511-cfe115d2c93a · outbound

This paper cites an unresolved cited work.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:06:00.834559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:54.153335Z digest=sha256:6882e2497052833a8522ee8de68b6d08c918ef54aaf851750faf2bb7eb8f4b17

Observation 22a21b57-1329-42bd-9c0b-110b5dc0e94f · outbound

This paper cites an unresolved cited work.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:06:00.678647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:54.219191Z digest=sha256:1dc21f482429f1936fafc50294bfe3c9ba698bdf08d7597c27a7eeb80edf121a

Observation fb275274-6cdf-40d1-bd43-699107353978 · outbound

This paper cites an unresolved cited work.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:06:00.566311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:54.288143Z digest=sha256:9abae2dd16efd69b047cfb51665cfe2d0dcce2ea660d3d73b193192531d0c1dd

Observation a5bcb026-c3c3-4c70-950c-75691a8f8a4e · outbound

This paper cites FedTune: A Deep Dive into Efficient Federated Fine-Tuning with Pre-trained Transformers.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection FedTune: A Deep Dive into Efficient Federated Fine-Tuning with Pre-trained Transformers

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:54.371195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:54.371195Z digest=sha256:8ff6d1239e656121712d847a7cf8c5ab339d40ac48c6a2109c8f79a49e101c55

Observation c4203607-7abe-4e23-b937-a723669a28e9 · outbound

This paper cites an unresolved cited work.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:06:00.472057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:54.451465Z digest=sha256:c6a713a284c2ec40ba15f367a5f0a64dfb5161fe682c780b9c4562bd1fdb43e6

Observation 9415457f-5bae-4e19-8ae0-62ff1402d907 · outbound

This paper cites FedPara: Low-Rank Hadamard Product for Communication-Efficient Federated Learning.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection FedPara: Low-Rank Hadamard Product for Communication-Efficient Federated Learning

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:54.572081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:54.572081Z digest=sha256:d5b8750e16588c96ffba07109993af3eab731bb462f254684e1631402e1f1b48

Observation d6d4ee95-a4a8-4279-a2e2-05e8acd32b0c · outbound

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

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection SLoRA: Federated Parameter Efficient Fine-Tuning of Language Models

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:54.647098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:54.647098Z digest=sha256:a2c7287c346e70b64d8782b9a6e36e74fafa499b027b672baff50093e39764ee

Observation f600ecc1-927b-4e56-af2c-874ffd13f87a · outbound

This paper cites FedPrompt: Communication-Efficient and Privacy Preserving Prompt Tuning in Federated Learning.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection FedPrompt: Communication-Efficient and Privacy Preserving Prompt Tuning in Federated Learning

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:54.736250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:54.736250Z digest=sha256:fc4f5284c7a59d4fb2688badac6da8751a2d2dca4f58dc662042e7cfd0be4abd

Observation e2c01c79-c464-411d-9092-cef4b78746c8 · outbound

This paper cites When Foundation Model Meets Federated Learning: Motivations, Challenges, and Future Directions.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection When Foundation Model Meets Federated Learning: Motivations, Challenges, and Future Directions

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:54.828295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:54.828295Z digest=sha256:108581476d3a5b4fb4d51e23a6b66b135490328809101fb887bbfca250db5851

Observation 4eecb785-f8aa-4cb9-b008-fc11d6e4cb36 · outbound

This paper cites Zhang, Y.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Zhang, Y

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:06:00.339686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:54.969094Z digest=sha256:8efb39b8b8c76476da2f196bbc867f3f1810a7b3a2b9b4dcdf281a6618086cbb

Observation 572dcfc9-098a-4116-8330-d1aa695fddc4 · outbound

This paper cites Exploring Parameter-Efficient Fine-Tuning to Enable Foundation Models in Federated Learning.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Exploring Parameter-Efficient Fine-Tuning to Enable Foundation Models in Federated Learning

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:55.041243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:55.041243Z digest=sha256:719f8933c0377e31fdab66ef7d71cf07aa9174a16ff045a88fde40cbe6907be3

Observation 28cceaf2-0bca-41ab-b00a-5cb0ec2a1fdb · outbound

This paper cites an unresolved cited work.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:06:00.126734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:55.123666Z digest=sha256:1f44e373f0b12a2f6aee6f697f48618f7217977cff4fac6d04a52ab9338855af

Observation a80bca72-4735-4f3a-8d10-c08701d87e4f · outbound

This paper cites LeCun, J.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection LeCun, J

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:55.185543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:55.185543Z digest=sha256:4f982482fa69a31fc3b731ef5752b88ae760c59167b089f0ed5f532be8d79052

Observation c7a34e49-376a-4ee8-8fac-bd48d0ee6920 · outbound

This paper cites Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:55.327030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:55.327030Z digest=sha256:eb5d7c7e5faa878f617ebeb5e709bb0c84b7dfe57c2e6d569b8bbaac0862f7f9

Observation 5a6d33f0-d486-4073-b1dd-007c738e4a80 · outbound

This paper cites Blalock, J.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Blalock, J

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:05:59.932502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:55.420259Z digest=sha256:f2e5263beb5933901a01d05f50e39357f68945db8494183882c20f94eb41bacb

Observation 8747cf77-2a59-430d-b8cc-a099309f3df7 · outbound

This paper cites an unresolved cited work.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:05:59.801064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:55.548532Z digest=sha256:b5e454ad4aa27adf167225b501a6d2ea6908ca13e1be31499d77d8e722d3f7ea

Observation a463de61-59d3-4cae-9f80-caecdbd4c982 · outbound

This paper cites Block Pruning For Faster Transformers.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Block Pruning For Faster Transformers

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:55.629602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:55.629602Z digest=sha256:85e39985a9d48e6dd1ddccce031282830d3f531c85b864824aee045a21d1145d

Observation 3dc2a856-b93c-4265-8fc0-c2a00377bb36 · outbound

This paper cites Shapley Head Pruning: Identifying and Removing Interference in Multilingual Transformers.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Shapley Head Pruning: Identifying and Removing Interference in Multilingual Transformers

Reference 50

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:05:57.458515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:55.708378Z digest=sha256:89b2ca8cf07b260af5a1a15adcf54de4170dac1536368248fe10e5971b8a94f0

Observation d6d49f15-f014-428a-ad8f-19a23cccca89 · outbound

This paper cites an unresolved cited work.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:05:59.663002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:55.787300Z digest=sha256:9d908893ce2c4d9883d8fb72c6a29ba6ae4b5d8bfd65ce0b66018835f8998261

Observation b99717c3-52cc-44fa-bc97-eb504df010ea · outbound

This paper cites Compressing BERT: Studying the Effects of Weight Pruning on Transfer Learning.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Compressing BERT: Studying the Effects of Weight Pruning on Transfer Learning

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:55.905486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:55.905486Z digest=sha256:9cf5e814aee05a87635f34189c417b07777360e41d8e9145eeeab0ebc7e84c7e

Observation 3d7b0849-5ea7-43e0-852c-5df73c373f20 · outbound

This paper cites an unresolved cited work.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:05:59.509394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:55.959352Z digest=sha256:b57e1eb9dda7ba8621efccb4cf47985826d317edba329b01910938bdf8f99b8f

Observation adac0760-d928-4c23-8858-4dd894b36bf3 · outbound

This paper cites Zhang, X.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Zhang, X

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:05:59.344956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:56.081911Z digest=sha256:486a77434ab028cba280d24ca8f7883cfdc65dcff4e4c774d2a535a1f138aec0

Observation 37dbb1e0-2b15-4e73-abe2-d81440392e88 · outbound

This paper cites an unresolved cited work.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:56.129859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:56.129859Z digest=sha256:ca4ae7af0a6e9f049ab9bb551470f34d17b42bd639cb247f7f19e3d836869b50

Observation f89aabd0-c826-491e-9c4a-7c403dd7daa2 · outbound

This paper cites Nishio, R.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Nishio, R

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:05:59.126000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:56.207280Z digest=sha256:f91e130adec8926e98624177159a0e250573711d4aca410bfa07e0e6de647906

Observation f95509ea-6611-4eda-8228-39197d7c169c · outbound

This paper cites an unresolved cited work.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:05:58.936566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:56.276545Z digest=sha256:cf2e4edb054b8dd609f813b2d888aa9b0b26f1076544d4aa02b7cbf30e0eea7f

Observation ed8aae05-0b83-44c6-963c-8c10e0d464e2 · outbound

This paper cites AbdulRahman, H.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection AbdulRahman, H

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:05:58.770208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:56.350267Z digest=sha256:2383b6a38dba68ac37f791dcec9037feb025f8d7aa7cc2845b79e593dfe0fd85

Observation abf39884-5e02-4dbd-bc9a-4bfb0a1c0860 · outbound

This paper cites Huang, W.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Huang, W

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:05:58.572134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:56.437552Z digest=sha256:22fe631da214feca8fb2782b0a69b6d9f0d7701440369e0138c6f32a3b73d417

Observation 2995628c-6442-4ef2-80ba-687dfea37e00 · outbound

This paper cites Williams, N.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Williams, N

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:05:58.441909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:56.505226Z digest=sha256:d00860f5edcfeffcd538f0f60740bd66aeff6f653552f583f2737521b964c395

Observation e7aa203b-4a9b-4667-96fd-2f7fa7f418e3 · outbound

This paper cites Lang, Newsweeder: Learning to filter netnews, in: A.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Lang, Newsweeder: Learning to filter netnews, in: A

Reference 61

Resolution
malformed identifier
no resolver link, observed 2026-08-07T12:05:56.611369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:56.611369Z digest=sha256:357b659c8a7f686636b4a99645f7a62f750ebb0994c6a3cc54b46fcd2005b039

Observation 5626b528-3589-4b35-bc3b-b223878f3c49 · outbound

This paper cites Hasan, A.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Hasan, A

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:05:58.241535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:56.684340Z digest=sha256:14b66978556abff82642db7298ce00fc4a44abd005caff9c10ea0ac425395243

Observation 49bd4b79-8878-488e-b98a-0f637961cfff · outbound

This paper cites The E2E Dataset: New Challenges For End-to-End Generation.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection The E2E Dataset: New Challenges For End-to-End Generation

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:56.756411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:56.756411Z digest=sha256:9e0239d24e4a448cd18d4eb39ac08af97a2b7e9a68a29feb7845f3b62c56ccf6

Observation 6b445a2e-b217-4a5a-971e-3696e2643aee · outbound

This paper cites an unresolved cited work.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:05:58.034471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:56.805460Z digest=sha256:283c80077611eb6cadef4d862199a6691faa2b4b51912d415ca5788fc94c6e1b

Observation 398f0259-7ea3-4957-b1a9-63fd25df8aaf · outbound

This paper cites DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:56.920326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:56.920326Z digest=sha256:fb94ee240545d56e504a21efdca201928d67d989fbfb322e6c4e4f4841de03e6

Observation 39840c05-d6f0-4d76-bad6-9b8d4e50eb26 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:57.070332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:57.070332Z digest=sha256:8d6316269d307d5af76b2146a25c1b55ee52165d8bb08a2503bc86e4e54cdf3d

Observation b3491899-9860-4048-a10c-c0afdcf6de62 · outbound

This paper cites Radford, J.

Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Radford, J

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:05:57.868165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T12:05:57.190529Z digest=sha256:a60fedd31dcf367c64111db528d54d7dd7c6eb8a63daecac0fce16f66b5ecef7

Pith citing papers

No inbound Pith citation observations are available.