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Paper Citation Record · LEDGER

Robust Federated Learning against Noisy Clients via Masked Optimization

As of 19 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 0 inbound Pith citation observations for arXiv:2506.02079.

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

pith.paper-citation-record.v1
2506.02079 v1

Coverage vector

measured 68 of 68 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:48:47.787010Z

measured 68 of 68 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

68 of 68 outbound references displayed

  • verified exact4
  • verified fuzzy7
  • unresolved55
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 391bba1a-ecbd-4373-8a32-9979d19590c5 · outbound

This paper cites Goodfellow, Nicolas Papernot, Avital Oliver, and Colin Raffel.

Robust Federated Learning against Noisy Clients via Masked Optimization Goodfellow, Nicolas Papernot, Avital Oliver, and Colin Raffel

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:48:56.874373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:40.799881Z digest=sha256:efb96919f9f3c855ccf97cdd7d2e453b9cc83de1835a16efe9fec5a5ce091e7b

Observation 60f9b058-91dc-457e-a6c3-a03822476700 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:48:56.607218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:40.894836Z digest=sha256:15d92e54d16a6a7315506a340269e7d2f3f41347280d282136ad82bc94a5693e

Observation 858d882d-163b-4c5f-8f89-e81e8641ce88 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T11:48:41.022932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:48:41.022932Z digest=sha256:19443bf4db3c78317aaac321b1a5f60e55fef037708cf22798626a68f8095124

Observation 057acf00-ffe7-4f91-8d52-ce9adc25297e · outbound

This paper cites 2016.Regulation (EU) 2016/679 of the European Parliament and of the Council.

Robust Federated Learning against Noisy Clients via Masked Optimization 2016.Regulation (EU) 2016/679 of the European Parliament and of the Council

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:48:56.430998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:41.167739Z digest=sha256:1445780f669c284a016d7131eefc9a659e08730fd971edea34bcfc3fbdcf0b1c

Observation cda89e4e-91eb-4ed5-bfda-0c799a067c16 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T11:48:41.371743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:48:41.371743Z digest=sha256:00d09ea8935dd82b140a874fe95a22ebfeb228d12c225044e32d2a84c83e2556

Observation aed5385e-fc2e-40f3-b872-1f27cd818f98 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:48:56.290046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:41.536929Z digest=sha256:4900f02cfeb43537475f051113ea17c57bd6c2c255e4477905e4f8e490f16d68

Observation 5546721d-386b-4f38-850e-bef7eef42b8c · outbound

This paper cites Tsang, and Masashi Sugiyama.

Robust Federated Learning against Noisy Clients via Masked Optimization Tsang, and Masashi Sugiyama

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:48:56.171394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:41.611145Z digest=sha256:f6fd3a8776fdc418b90de21bfdc268d595b9b53c2648dfe5fd0fbbd520be205c

Observation 4f942b1a-a14d-4a49-bba7-68efe18aa1ce · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T11:48:41.728134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:48:41.728134Z digest=sha256:8c32a2098efdb165ccc5f837d0ead49dcb30b4229666c65d5ac07475b9c1c7b0

Observation 7f5c4171-571e-4d39-a1bf-a4ecdb59928f · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:48:55.961168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:41.793643Z digest=sha256:59d09455a9252fd6952e42c5d37f00e4f467265dbfe5263fa9e22c550200d661

Observation 2c237f3a-132e-4f74-8365-b8a88fd00ae0 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:48:55.782573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:41.909776Z digest=sha256:5ec7351f33593ee514b6541cee8fbf5ff07f1575767efe4ea27f950e6803ee13

Observation f1f0a6d0-6a15-42e4-9987-bd9a43e3cdde · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:48:55.596018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:42.062153Z digest=sha256:858403f7016301f721abf32a8bc1665c0180f1ef1a733c4bacc3131bd98cdb0c

Observation e988e66d-36e7-4c53-b6ff-9cdae79d4261 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T11:48:42.133073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:48:42.133073Z digest=sha256:58d305736ef786a926936cb16482b93ae662ea709cceac7b4d1bfb3852847e4a

Observation af2dc27d-a5c7-495d-8586-e97b71b89aa7 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T11:48:42.227561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:48:42.227561Z digest=sha256:306d5692ddefa2d1fcfcded9d8a0ef62ab50d0a1e510aa496c7b3db1e0925872

Observation 3ad9dc90-73f6-4293-9227-8a4e0ebc24e0 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T11:48:42.393554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:48:42.393554Z digest=sha256:d59afc103446952ab1c114d08ac32f66a335ef33fd238bc9acdb27b80aa89e2e

Observation d4933e47-9e6f-40f7-8453-3974373f2262 · outbound

This paper cites Unleashing the Potential of Regularization Strategies in Learning with Noisy Labels.

Robust Federated Learning against Noisy Clients via Masked Optimization Unleashing the Potential of Regularization Strategies in Learning with Noisy Labels

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:48:48.061047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:42.477271Z digest=sha256:97029d0667489526345804a163ae3238dca2be953c38506524d6aab9f5f893fe

Observation 876b3064-a68e-49d6-ae29-befaf18538fe · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T11:48:42.599544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:48:42.599544Z digest=sha256:7a3497e10f0ceb87dd9770a71cdcb5931562a0a2a193e9a1562adefe4b096f59

Observation c2ae3e4b-0e36-4198-80f3-4a0867107f93 · outbound

This paper cites 2024.FLR: Label-Mixture Regularization for Federated Learning with Noisy Labels.

Robust Federated Learning against Noisy Clients via Masked Optimization 2024.FLR: Label-Mixture Regularization for Federated Learning with Noisy Labels

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:48:55.406943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:42.702975Z digest=sha256:b8ad5bc1b26975a6dc4da3254387791779fe722d516b283340591d97dafeac40

Observation b497aeca-f03f-45ce-a18e-eee0c145d135 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T11:48:42.807384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:48:42.807384Z digest=sha256:e79103a6c878d2cdca3b835793e116eae55268e2d58e62a41ae9f6200ee8f01b

Observation aacc8034-1db1-42d3-b0ee-d8c8efee91ab · outbound

This paper cites Text Guided Image Editing with Automatic Concept Locating and Forgetting.

Robust Federated Learning against Noisy Clients via Masked Optimization Text Guided Image Editing with Automatic Concept Locating and Forgetting

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T11:48:42.945770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:48:42.945770Z digest=sha256:690948bfdb8bbd1250a14cd0e8e865d9304e1c09baa67d2d479f7eed62c8e801

Observation 12e2911c-c999-4c10-870d-fec1c3c1ea35 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T11:48:43.061208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:48:43.061208Z digest=sha256:d7f5d4ca14dbb7b79a4a4b370640032d1a1e824af83833b3a6919cd2827329d9

Observation 3c27d9c7-4caf-4b35-a359-2bdde451ecfd · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T11:48:43.136595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:48:43.136595Z digest=sha256:150ff61e87f2b4235ab530034109dfecbcbfc4514f22477318658bf5e3a9f391

Observation 9dcad84d-192b-4f36-aa43-f925b5efa3e2 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:48:55.244366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:43.249056Z digest=sha256:4d5fa8e5b26d08e2516645c78080f8f38bfb9068fd8682603d25b9d38ea8e99e

Observation 8e81ce61-a11f-4083-aa79-caa8846553c4 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-07T11:48:43.332966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:48:43.332966Z digest=sha256:5736272dd39328a66f6a004dbb52e290a2ac328a8f4c00424fc7329ad6b255b1

Observation c580e78f-ac2b-4ed4-a6b0-a8d78fdc7924 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T11:48:43.422816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:48:43.422816Z digest=sha256:da4202cc6833d0fa19c45d3cc2e859f7fa34af61b545832486a5ef0b148be0f2

Observation bcbb6f42-3444-4abe-a7c2-84ec62220589 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:48:55.095030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:43.533938Z digest=sha256:2f15f0ef264b40720e596b4cbd2d00eed8e75189d1f82737bde806fd1b48fd00

Observation 0977c517-3b9d-4702-9255-d5ca275d7972 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:48:54.897129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:43.636521Z digest=sha256:7693c5e3d3705f72b8d910025a79708b901a035be37bd15ec98645f31c3b5bfe

Observation fa47bed4-9c67-4523-8777-30a11bffb757 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:48:54.676615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:43.813424Z digest=sha256:6c97e5b67a0ad22065a37382cdfa18a2438fff650d841f5b6a29224c724974b8

Observation 68e44a43-99cb-40d5-9118-1236e975c951 · outbound

This paper cites FedNoisy: Federated Noisy Label Learning Benchmark.

Robust Federated Learning against Noisy Clients via Masked Optimization FedNoisy: Federated Noisy Label Learning Benchmark

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T11:48:43.894546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:48:43.894546Z digest=sha256:75c6613bd498a5dd1cb6dfa8a14dd2170cadacc39e59ffc21041c915ebe4958e

Observation 2c59da0f-71a1-45ea-869b-0e240d42a1d4 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 32

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T11:48:49.699629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:43.957855Z digest=sha256:85660f8978ea4206fe693ba7bc9e9fbbe24addab374943890cd089fc02f97bda

Observation 51971a22-f1b2-46a3-bb4e-98f0f7bc056d · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:48:54.454228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:44.055790Z digest=sha256:c5d1bda073f25ac7e79ec46ede4550a28b7fc84845f45726ad8e6459c801b770

Observation e118f00e-655b-4bfd-a755-be56aa63aeb4 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:48:54.217713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:44.141403Z digest=sha256:1b22c0efaf1785dfffb4fff198ad61b20194d3713eee9007fcbeb90ca3c9b73f

Observation 03052299-34c2-4f4c-b247-aa4d5dc55232 · outbound

This paper cites Federated Learning with Extremely Noisy Clients via Negative Distillation.

Robust Federated Learning against Noisy Clients via Masked Optimization Federated Learning with Extremely Noisy Clients via Negative Distillation

Reference 35

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:48:49.408462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:44.227939Z digest=sha256:565eb502b905deeefaa198ea2897f99e55c2db7d081a73dec80f02b3f49ecfcd

Observation c682e97d-ce6e-4ef9-abac-32864bcfd1d4 · outbound

This paper cites McLachlan and Suren I.

Robust Federated Learning against Noisy Clients via Masked Optimization McLachlan and Suren I

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T11:48:44.311130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:48:44.311130Z digest=sha256:abd4cf5840e47ff8baf066fbcabc6d475713072d555f192df9c6bd5e7e92c324

Observation 81073ffb-14b3-49f3-aea2-579b8174b122 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T11:48:44.377164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:48:44.377164Z digest=sha256:9b0eff56f96d4582243f53ad78568e4771f94bb50720fd573f0b0e2a6eccfe14

Observation 9acb0bec-610b-4d95-ac95-84e59cead2a1 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:48:54.027121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:44.444491Z digest=sha256:b963c13b7577ec3a2d826b0fc76e0d53eac635b8831478a4e0d6527c489526ff

Observation b988b6e5-969f-484e-a9c7-652d6c3df9b0 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:48:53.815608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:44.521944Z digest=sha256:a85d4b315c6b55410ecdd4aee10b68c97609b249da26867884d8434896ad552f

Observation 67036209-d3b5-4e35-aade-b529093d90a4 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:48:53.647066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:44.618299Z digest=sha256:6f00c3a5041b057e585563e5314a6e95e199d64482cd0d9f1ed4413cf9703adc

Observation 7fe3ba3a-d73a-4ee1-b76e-3ad1e277766c · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T11:48:44.732270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:48:44.732270Z digest=sha256:525ca91545b18330a6f87c1b009e1878a37d92915c1d380c7afcc2fa341be78d

Observation 929bab49-8560-4c42-b379-56cc1f4ffbbd · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:48:53.478675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:44.843735Z digest=sha256:4e915144b49ef5c88aae797fc351739b08fcb1d09f83c836356a12a641c26c3d

Observation c7b96c80-b79b-4e3a-b73c-2587509670b1 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:48:53.277585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:44.968191Z digest=sha256:67fed0eed54a90ef53a4c6e5f2e7bc723e6eba7487e770ba30df5e878dc64851

Observation 6a61d2bb-ef78-49e0-8151-939afe67dd2b · outbound

This paper cites Ramaswamy, SingYu Lin, Dora Zhao, AaronB.

Robust Federated Learning against Noisy Clients via Masked Optimization Ramaswamy, SingYu Lin, Dora Zhao, AaronB

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:48:53.100085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:45.044951Z digest=sha256:164c90dafc9f09ca38545c1dde907297c8449e11c1ab61a1d43e6083e585a580

Observation af6d138b-a7c6-4f71-b0e7-fcbad6041c77 · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

Robust Federated Learning against Noisy Clients via Masked Optimization Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T11:48:45.209960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:48:45.209960Z digest=sha256:178b7482bd1bba05c8216f57c4d1f69a17d76d768b2cf935d4d3ed0f52472191

Observation 80cf0086-dd6e-4261-ae67-bc3ecfdf2a46 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:48:52.896106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:45.328506Z digest=sha256:4cb14f2e5ef81a784d00f2357ebdd75f2f149cb915bc4496dedfd2379d72cf31

Observation 714eebee-aa7d-48b5-a18b-301a730c71ec · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T11:48:45.424254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:48:45.424254Z digest=sha256:5a8c1aac1c34b108ca0ef98e47461c2fbcf462baa962080d74b033dddf4ab0af

Observation 56c2d1d9-e456-4f2d-9bae-650f37260891 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 48

Resolution
verified exact
raw_fallback, observed 2026-08-07T11:48:49.218695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:45.513244Z digest=sha256:c5b4b9915a3eefc863cad3af5e53529d5f352a10336cda269cd4aad21fce4e90

Observation efb11ec4-5a14-4619-aa42-6caa3b4c0b6e · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:48:52.758676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:45.652674Z digest=sha256:3c346643c8994af141c204f2d06c6364248d6743d745ea6e206fa077edf76480

Observation a5722eb9-2d3c-44fd-9749-68b8fe28c89f · outbound

This paper cites Federated Skewed Label Learning with Logits Fusion.

Robust Federated Learning against Noisy Clients via Masked Optimization Federated Skewed Label Learning with Logits Fusion

Reference 50

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:48:48.908696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:45.747992Z digest=sha256:a75d4a90339e3cb1662791fba84574923f94808dbb66a14ce72475ddb8c0caa0

Observation 3310dc96-8082-4e90-9120-e04091758dcf · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-07T11:48:45.866529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:48:45.866529Z digest=sha256:85356e66805e13b712c40137d1fc7efd1b81661e778558d50d189e370cc60f9c

Observation ff386026-8bd9-4458-a658-3e799769414c · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:48:52.587047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:45.979338Z digest=sha256:d601c9aba4f47cacfc0f25394b86b57e9520048088f90d6cf62d6029feeee9c7

Observation f92f0d12-c4d0-416a-88b6-6f1651dde428 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:48:52.313212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:46.053894Z digest=sha256:5d41d4562a8055c66f6ee386228d13a9638c648aca7fccbc437552a2d553a9ee

Observation 591c76b2-8bf1-434b-a308-98656ad7cc40 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:48:52.103448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:46.117468Z digest=sha256:ae734eda41fff5c5e37f31a99dabc8f10a2386ff4c8eca9c26e5c95184017312

Observation 6b83a4dd-2cc9-4d5c-89cb-7a3e90746d81 · outbound

This paper cites FedNoRo: Towards Noise-Robust Federated Learning by Addressing Class Imbalance and Label Noise Heterogeneity.

Robust Federated Learning against Noisy Clients via Masked Optimization FedNoRo: Towards Noise-Robust Federated Learning by Addressing Class Imbalance and Label Noise Heterogeneity

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-07T11:48:46.215416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:48:46.215416Z digest=sha256:f561d442b5340661fb51c5fb4e91c85e3d51f2a37ef2dd185e164cc36f6a1394

Observation 04e0741f-c7d6-47b7-9576-46b765169de4 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:48:51.951746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:46.306676Z digest=sha256:536f6133b90ffcfba2a359a54cef676963696e95b56cd90af6a71b3a5f33ad1b

Observation 36fcdb8b-e4e6-448c-88e1-c6d4d11a7885 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-07T11:48:46.370287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:48:46.370287Z digest=sha256:18114f854c6f8ca6f47c7ce101f28985641bdb99a0a56a1a656d53194434834e

Observation a809281d-8973-4233-85d5-23cecbc4f2fe · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-07T11:48:46.444069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:48:46.444069Z digest=sha256:8d7c4cf65a0b0078fc3440eaefbcabbdda17e2316520f80b58ce986ed701434d

Observation 4edbf7aa-feca-41cd-b305-c5c443137a61 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-07T11:48:46.562120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:48:46.562120Z digest=sha256:d759fb4bd97b5e3d117df77731cd7e495d9b59938a296d723ee11d5bc5f4b12f

Observation 0c8bfbf6-9d2b-4a71-80c1-fb0c57b6d63d · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:48:51.806568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:46.644891Z digest=sha256:b6cd73401e63cae29715f101ba63ca2cfb2cd1808ed59afb99fcc374620d30f9

Observation 03d54c85-1dbf-4f9e-b0f1-cfc8b4b3a927 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:48:51.676849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:46.750495Z digest=sha256:5895e045775625d7a8245d0704274bd30a12b240b7b312b63354ce568824a91a

Observation 30d41e49-78b5-431a-b560-c6454eb9996a · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:48:51.455839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:46.816393Z digest=sha256:9ffa1c2d4d15359cfb9847ebdaed76f178f3949985c05fe9dda80fa0e79f524a

Observation f686b0f4-0e46-4d51-88e1-602b8eaf57ae · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 64

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T11:48:48.512143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:47.002848Z digest=sha256:293e29422ea5bfb1abdda414d1cbf55651072b8ec9269ac2facb086548f4e83a

Observation 30d06cd4-5382-4e1c-a871-ad23496ec985 · outbound

This paper cites Fake It Till Make It: Federated Learning with Consensus-Oriented Generation.

Robust Federated Learning against Noisy Clients via Masked Optimization Fake It Till Make It: Federated Learning with Consensus-Oriented Generation

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-07T11:48:47.074137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:48:47.074137Z digest=sha256:566750aedc14226413d960ee7ff712d2412cd8d3f932c00ca56bfc5c8364acf1

Observation c3614b6e-8f9d-4115-90b6-fcc16bc98e53 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-07T11:48:47.175590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:48:47.175590Z digest=sha256:d8238f4db85e4d1b3faf2c684cc415afc5681a7fe23ee723a6977f7ce1bf55a6

Observation 1eb0d3c6-7738-45f9-a9e2-9d9f454a10b1 · outbound

This paper cites Bartlett.

Robust Federated Learning against Noisy Clients via Masked Optimization Bartlett

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:48:51.255995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:47.245077Z digest=sha256:1b12de9e684cf97a73e49813843144e80f23b0484304a0f5c4ffafdbe0cc824b

Observation 06d533d2-2c1f-4dcd-b843-df695465edaf · outbound

This paper cites Tsang, and Masashi Sugiyama.

Robust Federated Learning against Noisy Clients via Masked Optimization Tsang, and Masashi Sugiyama

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:48:51.054900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:47.384119Z digest=sha256:ee33d1ecc848d2ecb5313c87ca4e838327ff97e31469ad879c1b1eb905e7da80

Observation 2d06a14b-98a9-4ddf-b6bc-a78f4ceeac65 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-07T11:48:47.510376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:48:47.510376Z digest=sha256:6fe2eccf468b8358189a4d3822f458acefe4e9d47d6bef3a6933e92fd3b42b0c

Observation 37a35d4f-83ae-47ae-ae47-322599459794 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:48:50.878096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:47.579567Z digest=sha256:3e6fc73af40814c08c0b0b65d411d424658885a0733a47722fef38816f81da1b

Observation 7e89874d-5c74-4db3-8118-d3c4ff3f4b28 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:48:50.741173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:47.657492Z digest=sha256:79844922f61a8b03b5578b34d746dcbff56927d7237f4e815800fd9dad4d95af

Observation a914cb76-a311-4bbd-a49c-74f7295c3ea5 · outbound

This paper cites an unresolved cited work.

Robust Federated Learning against Noisy Clients via Masked Optimization Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:48:50.577989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T11:48:47.787010Z digest=sha256:752d107b6e838b5e23f7cd73125574e3de2f13ffbaaffe74f06ba9b7e0e11f99

Pith citing papers

No inbound Pith citation observations are available.