Pith. sign in

Paper Citation Record · LEDGER

Robust Federated Learning against Noisy Clients via Masked Optimization

As of 14 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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:40.799881Z digest=sha256:16b7dc38e78ecdb49b6ce2be092b5a772a75dabccaced1ef5488a7431def2d41

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:40.894836Z digest=sha256:ae9dd96e21ebff9e11b66f5dee85bf7d21eb43c8dbe9fbcb59373c35e07b0819

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:a34e0a51fa7f63ce5aeeda4cb57b36f9109ade705607958d559298d6e4edbdfa

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:41.167739Z digest=sha256:be08fed2704f3832b9110b05a11b618e783a6638677d51c95bfa794463575d13

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:f79fd820f71e8834b618a23ed9246da03b80f61ca4b0a005a3bd6cf9abb123d9

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:41.536929Z digest=sha256:9795a99ca0af9cf0273d454b36cf9b088caaa4f1ca52f9a1a7be2894ca1459cf

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:41.611145Z digest=sha256:2783a986baa00cf14ae9e7af9a5466d0adfa010c02f72708837490a12365d196

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=sha256:5d47a938f42499278be48cdd9705838cb5853fcaebbed93c4d63494dfb98df59

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:41.793643Z digest=sha256:55a82bf9b3dd0cfde7273c87613559a91518f512392ad7aa45c5d8a51351c18f

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:41.909776Z digest=sha256:be95411ba24b9822812a8996a22562d3c8e464e010a0f68bb653aeb3222796d6

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:42.062153Z digest=sha256:3db29a2a1a5ce236fda76fb1d6e17b5cc8adffc8b6dbc3e6c85a12ba91c1a779

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:f4be910645867a4569bea637208f2ac3979cc72dd8835d97f5dfbec1cc31247e

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=sha256:5199473a9fe95b9d84cdd96283075f99a187ff1b014efe6d1752070cd5c21324

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=sha256:1ae07c617934853fc10ce7127c56828f2bc824de30d507b5d256474ebae67955

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:42.477271Z digest=sha256:62526a02064dfa576b753fc65ee912dce1339ce52760183889ca896e21eed949

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:bb64f67527b1fc7fb7ca2445b660a2c63778316f927c2fb7c111c384c6ccfad1

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:42.702975Z digest=sha256:527bcee288440f6d49c9dd533dec1e9ba0f829e3fcb7a14178b2d85281ebab81

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=sha256:583fab70e9032e6248996097a8eee2c20abf8a3a2a252872f2803e23722aa147

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=sha256:09e8ee1d3fe3a373482ec1b83663c68381f64a8722ee56ad6f56a2e8472f4b90

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:ad2c0c7102b77a157de3794751bd21b8a20bc78ba3eb199792effa2956f956b4

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=sha256:283975d4ba4b4b1bf8d0dbf620029eb36014126c10511ce07a8917e998e59c36

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:43.249056Z digest=sha256:2a6528090f34c13cf8794cab9f3a790e199b7ed216904915628424d85b5e463c

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:fea311648ddae2148236aab2e384847dda82a0de36dd6a64d4b26392d13677f0

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=sha256:437415bbc98046880d03864fdc51373f9ac27e5c159e5a154e7324007fac59ca

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:43.533938Z digest=sha256:e3748fcd2d6779a659164c2a2369d0bb0662d20f5255ecba7e3afa0c19f4452e

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:43.636521Z digest=sha256:2fb183cf6600a5ffecefefc7f75d52a136dbf5922dd12d4b84821cb6534b990b

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:43.813424Z digest=sha256:58c0217aabc20281daa3557b51bebc0ce033296478a5591721dc5bca86f37861

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:f7c7cd71912c37161d03b20a6444b97146cf3a3c1635dd1a16374d9344d27954

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:43.957855Z digest=sha256:cb3c830a12369237106065496a7207b49f1f671f81bf6e1ad6cd2b6780414e7c

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:44.055790Z digest=sha256:59cfe078d0c1f3ac980c3d4658b609bc4941bcd5a0377dc209173244747be7b8

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:44.141403Z digest=sha256:e95df7d4b94e1813cb2f4c5f4f2d9356cbcfb25ca5590afe4fa5ca90c14c67f8

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:44.227939Z digest=sha256:64ef80e889d954238cbad281c2cf1c45efb20c6737a5662f513ca7546299f945

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=sha256:859a7b19e89e3896a2fb8969df9924045187530dd334ce12cd36a415b05a5c6c

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:dc33acd50d817531f7d2241a34746dee448cec1f452829b2afe7bdc530e8fa99

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:44.444491Z digest=sha256:435f5779dbcc322fbda31c805e5577bbf31a551da186554713654bcd15f02b5d

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:44.521944Z digest=sha256:d4f839dccd596b5d0c901aa338fb97bf71401d540aa30c7d7a1bb08a16a8e095

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:44.618299Z digest=sha256:ff007ab3c245cc5ae6c37f76bb2bfadb6015b2034855a6be001ef5d079faf6d1

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=sha256:5523b08de3f2609fcd00794acedd2676e2f0ff6bb97ba0a9d94dd6e6bf5cd6ec

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:44.843735Z digest=sha256:cc3a204cb623fa2d4ed6fb40f41f5aa60b47bca9e6ca41b4b9f00ffd84a03f91

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:44.968191Z digest=sha256:394bb92ac956e8b70d0d60f7fe312f629d63d92fccde162d722f4463d2a90045

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:45.044951Z digest=sha256:542e75c25021b3f7b864c76bf2241ad95f3e6ef11bdc199981355aa14ba75b73

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=sha256:2d1c1eed7379f7abd0398406c63ec3d8ec426ed02bd4dabd9166ce8f457645ff

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:45.328506Z digest=sha256:2a44a31b1d09892682d7a6cccf2e6fc4ff923d4f6f913e6a929e95336a23eaa6

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:dc7b1555fd142436bceb550bca2463871b3a321a209faf9be508f6a6cdf6a38d

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:45.513244Z digest=sha256:accdda94061cfb20ac7c3adadec818f2416228ca32aa6caf2c70e548e8d04329

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:45.652674Z digest=sha256:a42957e1ed5582deaf68904850cf0b9b9092cd79b599d07046e7e5ab857d777e

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:45.747992Z digest=sha256:901bb0491c2daaf430d5123f2eda74669d9153d520e0f3a6739c026a85ae968f

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:f0ad95954af71ed133b1f6c0005b62bc11f93dfcf62054c414c092eccb402c48

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:45.979338Z digest=sha256:97f90c06919ce00a2d826015c791951aaf7ea39701d33b2b4ec9379f44d3bfe2

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:46.053894Z digest=sha256:b6369daa28efc63048326d85b650506418aefe8d3eb1e3cf73cc02d0b79421b2

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:46.117468Z digest=sha256:002ac7199f171f3030d6005ca8af3707d764fb49ca3a7f068abce43410b9fb17

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=sha256:7c73851b56152aacb970b4572e15be2709d264c8aa5c542daa785041ae552eae

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:46.306676Z digest=sha256:44348467043bde5dc8152e4591aba0668f37e777f23767a89666bde8294f8808

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=sha256:4edba3b00b6a2ab97088d04807e3f9c16719458c5c9ef8b1aa17f478e2e9e7fb

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:b7456d5927edb06c8ba049d8b3608d3cfbfe36577a60145568837870c5c2acd5

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:cd9c1360db1384fa4f319d34a3882e2fff46d752766ba17fb7677f73c7a3bf22

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:46.644891Z digest=sha256:6cc2e1e33ed6b46fa317614def0bfd30ff51e84d49bae7581b0d2ef952f978ba

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:46.750495Z digest=sha256:8c145577629e7ba3d51e47743bd35e4db8566847513d77d8060cca8371356e59

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:46.816393Z digest=sha256:c3851aa19a2c83f7b4f54924fd45eaff8f49028e09383a4b02867da243e097c4

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:47.002848Z digest=sha256:24d02fe6d732d136075db8b25b0df13fbd15858fed0271ceb0d334c166e736f3

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:f671d96a2024fee23f4e4597a62fc076d705af5fa829057c0c6315bf881a44b7

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:d77fef18675f8dccfdb56f9dfe77cc3d16dc0871b2a1ead36654e0210a371b1c

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:47.245077Z digest=sha256:b81e60ee536d28da5e2719b5444a66400cee7e96f5576c7d3be66577b6d271c9

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:47.384119Z digest=sha256:ef6c53d86d1907b4a97547a3533f84ce23c7bda7cff9557927e2d03b412f368c

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=sha256:85ee2f7ad4853e6f40316bc465886f9cca0b40564f5f605369d4944e4a997e62

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:47.579567Z digest=sha256:5ff7740dc6135691102980188df955864af7a6f7cb80307441fcc60614ee6a08

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:47.657492Z digest=sha256:c9af34e06c4d5e4b3888b1cd1b6ed6862f23f68b00a68fc1cf5745427de64c88

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T11:48:47.787010Z digest=sha256:282b1cfa9b2464ca3ae555e3ab8e2362c71ce369829454285a63e00cf2a8abd9

Pith citing papers

No inbound Pith citation observations are available.