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Paper Citation Record · LEDGER

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services

As of 21 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 2 inbound Pith citation observations for arXiv:2411.10595.

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

pith.paper-citation-record.v1
2411.10595 v2

Coverage vector

measured 68 of 68 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T19:37:33.935576Z

measured 70 of 70 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T05:16:37.221189Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T23:05:47.804915Z

Reference resolution

68 of 68 outbound references displayed

  • verified exact1
  • verified fuzzy6
  • unresolved60
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d9d0e857-ebed-4d66-ab04-d92f274ae0f2 · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:36.311907Z

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.

source=pdf_text observed=2026-08-12T19:37:33.263269Z digest=sha256:0d057df9023aa3a8d622dea430d054d6fd0ef5ed914b55d66b82f2cadc81e1e8

Observation e23b481a-8f95-49a8-b83d-f3eb8ef5a15d · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:36.270740Z

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.

source=pdf_text observed=2026-08-12T19:37:33.271395Z digest=sha256:9b00999e0a812cc173833730e141fe5d533a9a379f7b6507ab02a7dea70ec928

Observation a39d31df-7f09-4565-80f7-672effd65a36 · outbound

This paper cites Federated Learning with Personalization Layers.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Federated Learning with Personalization Layers

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-12T19:37:33.277047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:37:33.277047Z digest=sha256:0a6b066ae883d764508bb8ef0981d062475c422fa785a225723c7ab6a786cccd

Observation 82b42dc7-e52c-4a47-9670-a54121829c91 · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:36.228714Z

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.

source=pdf_text observed=2026-08-12T19:37:33.289490Z digest=sha256:cd965b91d2ad449bb61f0b7864e34d2fdcbde1457a0f74a3a4d52aef59fb2a81

Observation f336cd1e-81b1-415b-9f06-47ef5dfd0d7e · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:36.202735Z

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.

source=pdf_text observed=2026-08-12T19:37:33.296909Z digest=sha256:3bfdcdf0e3d441ebc7f9df20f3f07167c3c5aa8d0e863e85b5d6c3b7d5e5bdb8

Observation 2094d4be-94e1-4b05-b5cc-3e39833fe1e3 · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-12T19:37:33.306373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:37:33.306373Z digest=sha256:6fbce983d98067e61856a849cadf2dae385c11c1abef0436c70df9dc893a92c9

Observation 48e7b836-814a-4646-871e-86153f60cb00 · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:36.178313Z

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.

source=pdf_text observed=2026-08-12T19:37:33.315105Z digest=sha256:6dcec34b36c255bdada81de24c932ae826a53f9d1aeb667fb6829c2f503f3ebf

Observation dced80f4-42fa-4286-a7ab-4cee7b87e3ce · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:36.127654Z

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.

source=pdf_text observed=2026-08-12T19:37:33.339431Z digest=sha256:1cf6920c16151d1040c4f9fda4c3c26490d2fabbedf7e2ccaad8275e0aeef758

Observation fb11cb71-cedf-4577-8bbd-4de89841423e · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-12T19:37:33.346206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:37:33.346206Z digest=sha256:67fe7f9f14d66ff20f46425ff233a5dcfb46cb84d8fd3249d87cceddc22cf4f2

Observation c9a60657-6ae4-43b6-bbed-73a32ce0022b · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:36.059698Z

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.

source=pdf_text observed=2026-08-12T19:37:33.354440Z digest=sha256:f376de6c1705739c2dac93a5375bcecc3dac948fbe69005b269b0c2215b64f8d

Observation 1f4debf1-9870-44a5-8020-2842fe31b660 · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:36.027841Z

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.

source=pdf_text observed=2026-08-12T19:37:33.369871Z digest=sha256:73d68e3bd077ffafc0471c504795c49e6f09fdb79a5c65c0f7e39c5e5a174a1f

Observation 46adac37-b9ce-442f-ba44-5b661a077647 · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-12T19:37:33.388609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:37:33.388609Z digest=sha256:e9aa47f87d1129ed135cfa652ca49955d3d6c8cfe8aebe31fc8adff74147e27b

Observation 94b1816e-59a0-442e-a92f-84a3f2988cde · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:35.970806Z

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.

source=pdf_text observed=2026-08-12T19:37:33.396734Z digest=sha256:c1dfdca7d37d23b62af05dc51065263680697b1673250161e2a03051ae98401f

Observation 31e533d4-c1fe-4145-b206-84f36a508fc5 · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:35.943450Z

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.

source=pdf_text observed=2026-08-12T19:37:33.406035Z digest=sha256:7c949baadcccdaa93acb12d3ae5ddd68e208e3616615d840b48548a62ff4411f

Observation dc1a1fc0-2fcf-477e-afa6-2705f0b13440 · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:35.922123Z

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.

source=pdf_text observed=2026-08-12T19:37:33.414203Z digest=sha256:f225a4512a212f3629aad5a815b0dc4eb54b31f4e5c9f62ae429a30f22a327c0

Observation 1b335af2-bd54-49c1-ad32-895f29ad97aa · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:35.889821Z

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.

source=pdf_text observed=2026-08-12T19:37:33.424528Z digest=sha256:8d4255bfd54443677c13210a61684e44da0740d32eb448eef87d72bc6a2448c4

Observation ac6ab631-60df-4dfb-865f-e6805d8b3bf6 · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:35.865911Z

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.

source=pdf_text observed=2026-08-12T19:37:33.431294Z digest=sha256:e1a8c532f8f96d2a1a5a4d84aa42e4f6920ab8611b4c302e0427fdcd2c5b8eef

Observation 2cfee3fe-84d7-4976-84c6-923e0e0fd040 · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:35.837492Z

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.

source=pdf_text observed=2026-08-12T19:37:33.440087Z digest=sha256:1728c649cd43a457e2db4cec5649266e61b57285dd7f75661d6592eb45764ba9

Observation 6606da75-a323-4e85-a306-3fe9e14e6bd2 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Distilling the Knowledge in a Neural Network

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-12T19:37:33.453256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:37:33.453256Z digest=sha256:b85b13a36b6c13cbcf4f488bfeda46b86f6b1239de3c37d23656f80aed2780ad

Observation 31951574-c452-4ed7-8315-378ccc13ff8e · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:35.805779Z

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.

source=pdf_text observed=2026-08-12T19:37:33.462540Z digest=sha256:7efc4c811cff3326a102077b784ed29a469a062d5964c5ee9c035fe1db297965

Observation 09c764e8-0168-4fc1-aade-e4f3faf9a6b4 · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:35.783784Z

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.

source=pdf_text observed=2026-08-12T19:37:33.473781Z digest=sha256:2d87265873b40d3b49f42a3d9f16751e8f862670b537edc1cacf94bc158df4b6

Observation 6978a8be-2a2f-4da0-aea2-f293eb48b8c2 · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:35.751127Z

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.

source=pdf_text observed=2026-08-12T19:37:33.484792Z digest=sha256:bb4b9c61d8755b698816d7d5fbeba50269e675a6a474f2d9ae7c42e4f69de27d

Observation 2e9e89db-e508-4f37-be61-6e868fe883c3 · outbound

This paper cites FedMD: Heterogenous Federated Learning via Model Distillation.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services FedMD: Heterogenous Federated Learning via Model Distillation

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-12T19:37:33.499478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:37:33.499478Z digest=sha256:f3f0d08695608008f1c32a55f31c5f1ec1803ef997ab1e6e26507401a54da099

Observation a384ff92-5fc7-4a0c-adf4-c99b420c89f8 · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:35.729188Z

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.

source=pdf_text observed=2026-08-12T19:37:33.507545Z digest=sha256:25594b3e376f30019a50f9d27fbbb19ee1e0b5fee35e1299deb7ce1cb1bd8a4d

Observation cbad1d1d-bf1e-45a1-8f89-6e687124e578 · outbound

This paper cites A Survey on Federated Learning in Human Sensing.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services A Survey on Federated Learning in Human Sensing

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-12T19:37:33.520865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:37:33.520865Z digest=sha256:d52429718dbb3d1e3684e0d5102669dda2e4d4fc1431a78f2af6ae976e53db91

Observation fca89bb7-650d-4650-88fb-ca5d095a35ea · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-12T19:37:33.529174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:37:33.529174Z digest=sha256:2df541b486d3bbcb8a012b6876bef4a229bf4c3ee23d02745d5570087dcb4f96

Observation ae4ba08a-2719-4423-b494-70cb4e08f5a3 · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-12T19:37:33.536989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:37:33.536989Z digest=sha256:fae20935e766176c914fec0ba9ea0fcbc4941fa8120c4860ac5cd0ae10cd1bad

Observation 53e9c242-136a-4f62-8811-753414bb4376 · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:35.621365Z

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.

source=pdf_text observed=2026-08-12T19:37:33.550720Z digest=sha256:10000354b15f0f2fcc052cc10e73f6a6857358f261428ecf20afdd4aadf53a36

Observation 2a60e345-498c-4913-8bfc-c5b9876954bc · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-12T19:37:33.558065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:37:33.558065Z digest=sha256:b3e8d5d393b37fbbcecce91fc7ba0f9c6976a10e61772b071908957aaf8f36ae

Observation d46370da-4cc2-471e-95a0-93f54b58d54b · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:35.560323Z

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.

source=pdf_text observed=2026-08-12T19:37:33.567006Z digest=sha256:091141f71a1c4d378740414c6d31ed2205ed3a648fce9d98410fc62cd0e7b2ae

Observation 6e0918ac-c8a2-49e7-9100-d05e2685922a · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:35.508723Z

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.

source=pdf_text observed=2026-08-12T19:37:33.582280Z digest=sha256:b9374dd7e9ce8d788830d5db7f9f620afb215918544f841061b947834d0c7215

Observation 636f36fc-d9a5-4041-aef9-6045d91b35f8 · outbound

This paper cites Think Locally, Act Globally: Federated Learning with Local and Global Representations.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Think Locally, Act Globally: Federated Learning with Local and Global Representations

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-12T19:37:33.591050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:37:33.591050Z digest=sha256:76288ea63c05d964d43852bd4d20c83b77302b2d8249861c55fc7cb588516995

Observation 1082300e-2941-495a-bb17-37a8796bb8fb · outbound

This paper cites Proceedings of Machine learning and systems 2 (2020), 429–450.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Proceedings of Machine learning and systems 2 (2020), 429–450

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:37:35.536144Z

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.

source=pdf_text observed=2026-08-12T19:37:33.572248Z digest=sha256:544354d7fcc3db333e163848fc5c77361be4e855ed9b58ec4588d93cc38995fa

Observation 40fe362f-83b6-401f-8e0e-dace9c96548c · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-12T19:37:33.610320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:37:33.610320Z digest=sha256:9c44cd6391744d83a128a96dca51d1fde431a4b5ac0eb216e016f85c6186a68d

Observation ffe8e04b-1098-48ae-9716-d87e1cbe81ac · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:35.444100Z

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.

source=pdf_text observed=2026-08-12T19:37:33.616272Z digest=sha256:8f01a8b19131ba7085df6cfc4877bccfb660528daefb88df48c5166514816e1d

Observation 3490538d-698a-477c-95e6-76796210d0a8 · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:35.487911Z

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.

source=pdf_text observed=2026-08-12T19:37:33.599704Z digest=sha256:7d3aaae5a09c85cf1939ef8c4ec531edf987e59577b5e7c0c71d04602c587730

Observation ab58b814-55fb-4476-98ae-1747a4d22c18 · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:35.411443Z

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.

source=pdf_text observed=2026-08-12T19:37:33.640669Z digest=sha256:ee23269c770f69ee51ae5bca7995aeb7e4f6cf99329ac9b2ba43ade502172a36

Observation fbe92150-1d19-48a2-a0c4-476c16cc8830 · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-12T19:37:33.649821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:37:33.649821Z digest=sha256:efe9f53ede55194fc5bf8b90bdebf8f072ed0160d83dae4a60820e11dfcbf32e

Observation 29048dd6-f66a-4d01-8469-7c83b33a8cbf · outbound

This paper cites Clegg, Andrea Cavallaro, and Hamed Haddadi.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Clegg, Andrea Cavallaro, and Hamed Haddadi

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-12T19:37:33.629258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:37:33.629258Z digest=sha256:e8f65aa9f9a50f16983b1ab631a7acceca343a86f69f36168fedaf65f91441c3

Observation f5770910-3354-4488-a3f7-aecc29caf34a · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:35.365335Z

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.

source=pdf_text observed=2026-08-12T19:37:33.672522Z digest=sha256:de4da7f04c0ffbd6561b33bd826948f68d2d4b86600970234dbe6caeeb89a64a

Observation fe1a7385-84b1-43f2-9fff-dd3388e76493 · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:35.332606Z

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.

source=pdf_text observed=2026-08-12T19:37:33.680492Z digest=sha256:64aee1d82a6bc78a83316b6ea5f041efb819bb720cbea5fae8e2fae9d598f723

Observation 798e60d0-5852-4e63-ada3-05a3e7f46132 · outbound

This paper cites Prototype Guided Federated Learning of Visual Feature Representations.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Prototype Guided Federated Learning of Visual Feature Representations

Reference 42

Resolution
verified exact
local_arxiv, observed 2026-08-12T19:37:34.199807Z

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.

source=pdf_text observed=2026-08-12T19:37:33.661458Z digest=sha256:55f836527c3f86d1141fe8c34b262836551e0afe9a05fbfdadb53e7dce50f528

Observation 6c6a614b-bd52-4f8d-90db-ed3a6a936af8 · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:35.283146Z

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.

source=pdf_text observed=2026-08-12T19:37:33.696867Z digest=sha256:add7decd5479bbfeb81308e3642ce5b7b75a3f70c125ecdc0b4c6fe8811df9a7

Observation 3b6cbc5a-2aef-4aff-a5d9-0c9d95fe4183 · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:35.254487Z

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.

source=pdf_text observed=2026-08-12T19:37:33.702559Z digest=sha256:5dae5a99a898737e718b8873b8229cd2117b68a93b4c6b4265ed9faf6d42a147

Observation ca779ac0-249b-4ee5-8a44-bdaebd899456 · outbound

This paper cites Tuan Nguyen, Philip Torr, and Ser-Nam Lim.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Tuan Nguyen, Philip Torr, and Ser-Nam Lim

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:37:35.302552Z

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.

source=pdf_text observed=2026-08-12T19:37:33.688686Z digest=sha256:6e9c9cac6e5670c50646a7511e054946e072b034f2e05872a12fa529fc1539c2

Observation 8d4f41d0-3d89-4654-9efd-e046bf995f20 · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-12T19:37:33.722742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:37:33.722742Z digest=sha256:108ed0c2531136cea36f31393c385e602f55a46181f76f25971414e1c977c087

Observation b7c1a712-857d-4ab2-a56d-e1a5d429a993 · outbound

This paper cites Lawrence.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Lawrence

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:37:35.179525Z

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.

source=pdf_text observed=2026-08-12T19:37:33.743077Z digest=sha256:4068a21bd4d6404e990af543861baf1c6f21e6bc91ae6c38e49df31a0736f269

Observation 31ebe9e4-b6f1-46fe-958b-e8b0dec85cd2 · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:35.230577Z

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.

source=pdf_text observed=2026-08-12T19:37:33.715838Z digest=sha256:29b77038683b1c94d7b0c5529979e8ee28b23ee7b0f845272594d442a1a389d2

Observation 880eb173-464c-4f93-bb82-8cbd50b9b54d · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:35.141674Z

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.

source=pdf_text observed=2026-08-12T19:37:33.763725Z digest=sha256:41bea379bb751b9bbdd199c4abb422821c04c31f231fbda8dd3c96634bfeb0c1

Observation 80359932-d02b-4861-9da9-108ba291ae42 · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-12T19:37:33.776778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:37:33.776778Z digest=sha256:6329defd05fe4f9142e34f7f6d5ba71efc865bc606127ed12576cd747ad9aede

Observation 2bb84c77-f940-4e76-b1a2-8ba13335abe7 · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-12T19:37:33.750493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:37:33.750493Z digest=sha256:06c72bfcefdf7e683a27f97f4b842850b4a2ddde6e5010db402cc8ecb4996085

Observation 02005991-6594-4e3b-a748-b15024336b56 · outbound

This paper cites Sztyler and H.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Sztyler and H

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:37:35.040780Z

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.

source=pdf_text observed=2026-08-12T19:37:33.799933Z digest=sha256:39d6b87f5a455333865a642a95225d47119dae31573ac4502a4e726f295f6839

Observation 567e36f3-cf7d-4343-9dbe-eb9527e5bf8b · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-12T19:37:33.810972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:37:33.810972Z digest=sha256:e6112af21bbf45b596bc4f6e15e54c509aea13979e3f823828512347df0dc08d

Observation 9e98c2b2-f02a-4428-848f-6b2177de621f · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:35.082455Z

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.

source=pdf_text observed=2026-08-12T19:37:33.786160Z digest=sha256:b2ae29847099572d7546681b9515577a43cc195eb75ef8f3af06c24fffb0729d

Observation 51bd8c1e-e622-488a-88e7-c9f20664a92e · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:34.916815Z

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.

source=pdf_text observed=2026-08-12T19:37:33.832652Z digest=sha256:c55b0eeb14920d30bfb32a61757923d82d14b6ef1897dc2004a5f3927c615573

Observation 1ceda037-319c-4836-8311-3b55d5edde5d · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-12T19:37:33.842546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:37:33.842546Z digest=sha256:35271313f8f96d124a6a0ebb7d5c996ffab7c88a55c97041bfafbfdf2be2a9d4

Observation 61433f3c-c919-4096-986e-6e9ef2a3b110 · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:34.960059Z

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.

source=pdf_text observed=2026-08-12T19:37:33.821423Z digest=sha256:8c8050e999ceb0d703d88197009f4600b9fe2872d16461f56c2ec0ff44e0ae95

Observation 650b5a43-6c18-4703-9eaf-6c12aef56faf · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:34.844195Z

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.

source=pdf_text observed=2026-08-12T19:37:33.858456Z digest=sha256:661a5de48e24055c24d68f060bc9aa245e49c41720621f70fd5efd9ffca1a22a

Observation 6b348309-666e-4309-b047-3e0143aa47cd · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-12T19:37:33.868734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:37:33.868734Z digest=sha256:adeb573a3f600bdeb315d6a96a30f91dca1c93af136c12ce02d7202a49975ab1

Observation 475fcda8-0dd9-43fe-a71f-8a72e522a8f5 · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:34.874797Z

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.

source=pdf_text observed=2026-08-12T19:37:33.851296Z digest=sha256:0eef0d0488d39e363e54557d11dc530dbfe09bfc4de7a44c4da855eb686e414f

Observation 84ce3802-2b5e-4bce-8bf6-d5fd59f14e95 · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:34.769383Z

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.

source=pdf_text observed=2026-08-12T19:37:33.885980Z digest=sha256:acf95ea9786e3965933f022f1331145cbdce35b0cf5e91a4777b59a8acfde3e5

Observation c4ca3e78-9c0f-4445-ae1a-bc86000efeb2 · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:34.732261Z

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.

source=pdf_text observed=2026-08-12T19:37:33.900762Z digest=sha256:674cc0ce6e6e6cd0b4c3e7c966ec6df1e24877ecd7899f3fafc6523a229e6a8e

Observation 88a50425-1353-4e86-b1a8-1f4f6f6f048a · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:34.797166Z

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.

source=pdf_text observed=2026-08-12T19:37:33.877747Z digest=sha256:7b70d412187936e28116cb16390f319a95b3dd722d1c8d1a7f8d283275b44980

Observation 4e38d9cd-5ccc-431b-b58a-57ea444910fa · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:34.700235Z

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.

source=pdf_text observed=2026-08-12T19:37:33.920132Z digest=sha256:2fc1390aa8a19584624c029311e13487d03ef45912a03c4c08cacdb905f21f8c

Observation ac9c0618-cf6c-4ec4-b69c-ff4cd8d53ba1 · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:37:34.672190Z

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.

source=pdf_text observed=2026-08-12T19:37:33.935576Z digest=sha256:4d7d588b406c42c1b11257b7a39c9049cc7d77e56ac88ef3cbffbd312594718a

Observation 704411cf-1c9d-4bab-ad9d-3cb2afed0d31 · outbound

This paper cites an unresolved cited work.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Unresolved cited work

Reference 66

Resolution
metadata mismatch
raw_fallback, observed 2026-08-12T19:37:34.159713Z

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.

source=pdf_text observed=2026-08-12T19:37:33.911681Z digest=sha256:d15e51f53600d61aaff929402b392b6c109d73a891ceda765e6550bd2b052031

Observation b4f47e9a-0dc5-47d4-a5d1-f03190a3cfe9 · outbound

This paper cites Advances in neural information processing systems 33 (2020), 9912–9924.

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services Advances in neural information processing systems 33 (2020), 9912–9924

Reference 2020

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:37:36.155807Z

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.

source=pdf_text observed=2026-08-12T19:37:33.328384Z digest=sha256:54ac5d91abe8b2317dbc45a5963b3b7ed5f85429660d3095f4c064632639395f

Observation 3f028fa7-607b-4784-82fc-84282b5647e1 · outbound

This paper cites IEEE transactions on neural networks and learning systems (2023).

FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services IEEE transactions on neural networks and learning systems (2023)

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:37:35.697185Z

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.

source=pdf_text observed=2026-08-12T19:37:33.513827Z digest=sha256:556fa1d0b9b5858fd27b072242970ebef4d7957408d2ed99fda753dae68dc946

Pith citing papers

Observation 4b515686-d3db-40b9-acd8-c8613a51df22 · inbound

SubFLOT: Submodel Extraction for Efficient and Personalized Federated Learning via Optimal Transport cites this paper.

SubFLOT: Submodel Extraction for Efficient and Personalized Federated Learning via Optimal Transport FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-10T23:05:47.810390Z

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.

source=pdf_text observed=2026-05-10T19:22:49.749056Z digest=sha256:c53685984d5d7692d07374d4953810e10efa6b133c2aa8a9be5a0bdd3eff37ef

Observation b972b5cf-3906-493b-9daf-210d5a98eb8f · inbound

FedDOSE: Federated Learning Framework Decomposing Site Effects for Modeling Brain Dynamic Functional Connectivity cites this paper.

FedDOSE: Federated Learning Framework Decomposing Site Effects for Modeling Brain Dynamic Functional Connectivity FedAli: Personalized Federated Learning Alignment with Prototype Layers for Generalized Mobile Services

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-10T05:16:37.221189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T05:16:37.221189Z digest=sha256:63a1516c24edfc10bb7190cf87ebbccb9a7dd0ccf0dc402845eec5399b4db50a