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Paper Citation Record · LEDGER

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

As of 16 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 2026-08-16T06:30:59.297886+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=sha256:19f9c173753778a5cfbb93978ede113da33ac6e6d173dce449d84b24e7743ef6

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:51.050823Z digest=sha256:b6aca823186820412f797c46d292c2d65f30b42c4acd953e31a9274c0a927e89

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:e2d1df93e2294f418e6c8d50c6ebec8675450c1192ee65989fc1bb5de50c6fac

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=sha256:57d65af6c58ae1842c13653826809aba8d2128d649931e18062dec058e692720

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:51.349059Z digest=sha256:43df6a0fdb2e00ed569e4a584f7833629e6dbe0face9df4c3fcd7873d7c9d599

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=sha256:86080c8e5460b1e24dc68a91620dbb6ab1a02460f43e3fb264659f155c6321fa

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=sha256:23b4c733fe9daab670d183615aba171a6722c116fb07b3619860099546493678

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:51.653554Z digest=sha256:b0db9eb9327c5ef0c4352f8bc97b7c1fe65003eff118a06ab82228013cfb3819

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:51.765032Z digest=sha256:d19b89e88809a6c54ab6d051fe872aa750609f6764756954919609fba1722b8b

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=sha256:7b3713b8f07992659a9ee94b8db56d39ac9b4c95c2b5dfaa2ac17eb3aaa8473b

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=sha256:57ed0a6f319ee7bab787687db1db0eeb80847956085363d1ce8f9868764cf326

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=sha256:6f8fc883e04eb83cac7acb0d2cab76bc8167309bb1cb3ba19bc81ab1d0c58b35

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:f2b05de05c4a3b2d8b1108fbaff1d7ae0dfc82ad0d6b9a91388d85060bf1844b

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=sha256:9095ed2c0860d24ebbe4e41c4a1a76b78ab959a9ada7b3dab4b2091de4c3f94f

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:dda7a32737eebafadb86774a074260320e17ccde66253bab7b0239e5ef6de30f

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:c2e2d6e62acffd03be021d8d71cb89a88d3e6a6fb49b1b019a021d45e92ecd33

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:ae06cc587485853d3f1fc4c53f34646e705aab5b96a8c80bb95875a11ffdd85c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:52.736200Z digest=sha256:d156c67f2b924da97b97808bbf691d18c4b93f835efcce7eee5d4c1b714dc0db

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=sha256:76d9e4ececbbff97839401f036dc410890773a946edebfcdad66e70301cbcffc

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:52.921782Z digest=sha256:547cb4e2a4d9a2ae612852efa59a3a54cc9de723d15afe28c3a1000c54dfc132

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:53.001559Z digest=sha256:1d616cb9ec8920291213d8e0fda128bc873c92124f54ce3796cfc1e87d4643c5

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:53.151170Z digest=sha256:caf962cb7e4b9da28139b565dbac78fa3560590ebb50ace2bffc9317f71d380b

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:53.263358Z digest=sha256:cff6e383ce21afab15717be773848d7ad725e13ed3c143d292b7f66d39f26ed3

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=sha256:87306eaac1ee4de0154dcc15a35abdad703c80777195389cc874398ef517db7d

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:53.436031Z digest=sha256:415e26733fe8b1e38e9ec791ad3d72d8c6c11083597f880c1753b11eea53ef76

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:fac24fb6230adfdfeab4f37fe5fee75f8a1f2770cb92fddc2876deace418625e

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:53.652974Z digest=sha256:9e3471ef25c9e24f74873884fa4e41796cfaa626a65825b9520a1e14909235c6

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:53.762193Z digest=sha256:ce1e8870c134e1b0545356b6e4e6c0556f2c4c516a1a6d70e184ae54c3662b4b

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=sha256:7c0e97cbc9b1151dac2e7e6d350013c9ebc3ff264c50bc554b9c74578cdb41f1

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:53.989697Z digest=sha256:6afb017bb89661d76b7faad379541b0cd4226d38733acaff067a674562233374

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:a01cd606a71a3e4710b398e36bd5b892832a51fdb41635a76a6f0e14cd130c3d

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:54.108651Z digest=sha256:7a65158fbb17f0d2400b835ffc187957f6790d9e0ae7f4817eec97dafe3aaa44

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:54.153335Z digest=sha256:eb7c51fe9bee0aa64bb0d619598cc17946dcc4763653394b6fb1b86d4221569b

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:54.219191Z digest=sha256:6106ac6bab6f061a001459b4a0fc27504606c3a67ab2f2d0a20a24880079bba2

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:54.288143Z digest=sha256:e4828fe15030081d3fb2055ca7251f4cf7d4817763a177567332667b21faaa62

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=sha256:55d2be005778c55da3e65fa86ecaee3b2acb14de1b4a495f959036438f07e051

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:54.451465Z digest=sha256:029fd7f44d11e2451f581477575370ec7157200ae902700038fbef6a0134eaaf

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=sha256:2920e2ccfe61e1906c64bc8bbb7e5e9d6ad5a7559cf0901e7d3a92ace5f896c3

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=sha256:6b9d219b00b96af905fc339838838410c1193020b59e26ef9d81d61b4c28947a

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=sha256:5cbbb237164101ef579f39812cb55bc371c8d1ae748f7098ba8d2e4102bb73f0

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=sha256:2e0109b11332f4b554e675b36ae0fbbe8979a6a2d2b24fc019f073cc3f689af3

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:54.969094Z digest=sha256:dd6f7693a73081a495d865002a83550a17d934504023a8ae7a564d0d84ed3c1d

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=sha256:5431005e5d8ca516b053de6e7663f662393bfb4dfc5499eef712b980635fd596

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:55.123666Z digest=sha256:33deb1036497be44faeff6e1d029ca740193760b190a198fc436a1fdde9931e8

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=sha256:971b0889d5440cd6f61c0432aa9ef9e8bb9a7cba4c90de32872750c093c8a818

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:c71ff5d115967e032ca7f7d80a4b609dea98f139b6bf6fb8ac089d3eae2a5013

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:55.420259Z digest=sha256:35a886962e8a5177bf346cc5ce05dbd3ee570b0ea34df8eb7e5089d32ea34cf5

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:55.548532Z digest=sha256:771400859014006513fdee54047a75cad3f4c7c1c8da72fee1355b1ecd00878b

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:a0d184d59a80bca9a17189ffb04e3fd4768366fb16a2d4bf71c483c7e354a714

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:55.708378Z digest=sha256:32c3cfa8efc65a0e9c9543d218cb50ecf800a039c8dd1038571a354ed4b0144e

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:55.787300Z digest=sha256:d7d7fe9d0f0ba656ba522c83f4fb81bdc68a0ce18d56a791068a5ae2d47e5768

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=sha256:262e123dd890704ad1476ce8958644140e7298a273a095bff730f7ee390899f0

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:55.959352Z digest=sha256:db30d495f27fa084675b3fb007b2e1ea0822a2a7aedf2dba142ea63573af8236

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:56.081911Z digest=sha256:4d4143b8185fc7872d800086fc041d40ede18e202534bc7ab2697d0a2d455c24

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=sha256:754df37efc1ed2f102249de406c8427953720dc3cc2182dfb7aee92f4eb786d5

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:56.207280Z digest=sha256:3d773aed657e62e78631b2cca929b91377658fcc6737313d3e80f82030ad651e

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:56.276545Z digest=sha256:bab0f3599eb301386347b9df41565f7a8bc9c85086ed16e2f3a47aff2761a3be

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:56.350267Z digest=sha256:53b63f868a33745f17630d16ace76bb33b587793ff1922d4e64d0a954715b207

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:56.437552Z digest=sha256:70e3570ee04680d8c781a35c35f81ccc8d3241b95b5fb529324411789b661e43

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:56.505226Z digest=sha256:58f237f10aa550b36b73d2b0230034a9ef1d638cde500601d5065a8d07e0723d

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:ce17eca5de82859f90fed95f48efa7d2cc2ecef334d7a94a2eb7ae837eb482c5

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:56.684340Z digest=sha256:11ebcf94ccdd3d426e50891ce145bd667426baa656d550a3aa4779beaba51c06

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:d3e6112ae768f670625e5bbdc72233716c02b4c4aadb1d192706e712631f9630

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:56.805460Z digest=sha256:e10e995c068a3b29f3732d95491424013a8adf38b1454d571c463cbbaf531c80

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:a1d1e0c3fcd42ff3ef889df86a9e6f9a6ec47b30b50ba923ea1d63d008f3105d

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=sha256:6ab24f449786657721022375ca93975dde68bb15f500298c287f704ecea3ac31

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T12:05:57.190529Z digest=sha256:150d5f1a7ff02c4b83817f89ab6babbcb5f76e5bcab79f543c65cbb522363c84

Pith citing papers

No inbound Pith citation observations are available.