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Paper Citation Record · LEDGER

Robust Federated Learning against Noisy Clients via Masked Optimization

As of 8 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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:40.799881Z digest=sha256:67087abb38d3fa6fc7de0686222c2d4d6f853ad6b8965df9cdab99cede0876d4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:40.894836Z digest=sha256:2fa35e7ea91780cc484c150cf379e383e3d7d5977d9a62a855252ed697e13115

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:c6a9986c50beeb1b3e5d749a1e1362b2ba4b31c589e4533220bb2f60d4c41a66

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:41.167739Z digest=sha256:98779027c02134552499acee18f4e65f9f787011a1c85ac9d75e2cc1938a98c0

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=sha256:8dcfb1e52da96c9f13676585d39c99a7e920750d36d8ac2fbc8b01a80ec9b1fc

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:41.536929Z digest=sha256:9e2e16d45c59341347b05dbe76554e12807e41b9ebb86341623889f3846e7851

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:41.611145Z digest=sha256:274ac60a1ed1691fae9729a20ace567b92a48d9aae7d94795463562fd656d499

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=sha256:3af0aba3a1999d45b2fc08484395d2b20f28d6dbfea9108fb238322345abc508

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:41.793643Z digest=sha256:82eb2338431018c633c55f609e565f3a4f9c217afad5ce471a5cf602b2f55ce1

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:41.909776Z digest=sha256:3262781ed61aebf66cc41d0d900f38673b7c8e4f41765530609f0e7b397dcce6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:42.062153Z digest=sha256:e2c83053be6f703a5f7beb2ecd136031e3e9d9be6843f90b9b97a776b4b557e1

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:e7618003f413f45944a7803beb4c6b38392ff3551aca50e87825e6fe6aeef1f6

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=sha256:552ecf7bad59cfeed3dab91ef2e8b89e191bdcd3094c638510771cb90d01ae12

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=sha256:8b65ffa16d271d129a6d9f92834e6053154cc1635e8ba4317b89940cab39a698

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:42.477271Z digest=sha256:deae4b10b40e1b2a9e015b0112374d1b314b9fca0a966b578d8ce4466b234e2b

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=sha256:75e2cbff418aadbc36ad69b33abf9d89ac2c490ccac72a633bd6a71aad53b7dd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:42.702975Z digest=sha256:7699cb65256aeb21fd2540d136eda8869541e1f2ed0d6157d604d95a0209cf18

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=sha256:7c2c1c3269c778a13fd802437d5157c646c0e76e8d2eb27b636b4dce68da3ba7

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=sha256:766c18833c6879bac76e4b1918b16bdf7a979ceb8da06a93917d8eb492a5bcd0

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=sha256:71da7446dbe36a716c59156d48a902ba750165b9b1acda82d2aa4e1f7faba7ae

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:acbef231d9b4220eec14dfa4245d1050b8725038fe6d76665c0733170c17700b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:43.249056Z digest=sha256:92ae6054ae37d21b1d0bd35cc0b165f956ff577b245a9d0489eb5027c6b56b5a

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=sha256:111c708db12744dab2d70bc9c42dd3b81b30a363c149561c0120be1b8b5e803d

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=sha256:3e0fde853af3f5b6edddb87f566d757a4171e309fd43b8dbc8dc756f16b1ff18

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:43.533938Z digest=sha256:b25fdb6a2366ee68bc8a6881765b52b947c42f2bbf65b631c8f4e94c4f819732

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:43.636521Z digest=sha256:5202bdacc342fa267fc5e790eef77050f2e35e33408c9d07801efbd41f87eee0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:43.813424Z digest=sha256:644b275b569749681f5d14619d5177bf527afa72f2675ae2cea7de03362e739c

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=sha256:08b7126a037983a375e44b3c1ee313b1d27ed0466ce30c87c12b368b73eae8b1

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:43.957855Z digest=sha256:c79eb5f3178c4410d0fc50634ccb9519c183f60874bb12c69311aeac1fc881a7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:44.055790Z digest=sha256:b8d9f682f0514f15dd1bfcebb8d3c04410653a8ef673ce870c8c401810bb9c09

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:44.141403Z digest=sha256:e200e668d97198c8146ac342d9472b00960077084c59f0dc24affcb8ccaa918c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:44.227939Z digest=sha256:69b9d0f73f60aa3eb46bfbb3c050fe7537f4ffd35e5607bd55a306708295f313

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=sha256:15d0553788f9364b540b0a6fc325489552fab733693bc5cbb340c20724527ca0

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=sha256:2d5b1784d5097fcf3b91f801e6b2f36b2f36494a04ece50d94479c947e7742b9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:44.444491Z digest=sha256:bcead2c8530ed06fac75129c18f83e66f1863c1f9cbb8684b17e6d899179673f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:44.521944Z digest=sha256:7afd9995357833664fe760341415af5b3a8bf4d60e6337d8a6eced7705b8b318

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:44.618299Z digest=sha256:1f89f766bd905a2611bda7a6864cde5ab18d18d6ca42e26273237aecbd5ec1f4

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=sha256:984c3ad3da2493911bc74a15fa4ac16f5f495519fb830c76b571f104664665f5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:44.843735Z digest=sha256:f2bd964b78164dcd9f8b3c016d9c437627b75969b4292641c8d92469b950c32f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:44.968191Z digest=sha256:bb1268356cfab7e1b60cdb7b585cf29be8dd63cbc7044c2d64955ebd753d7e30

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:45.044951Z digest=sha256:09abe86b895a33c80330f268389af06d709f95cc3568d3016ea05585ef391764

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:cbeaa435e89fd17c92bb9d8e8b2dbf3e2888d049aa04bcf3363f6592bb75dbdd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:45.328506Z digest=sha256:c038fee3db6a5f19fbf99d717da465dccc856aa53a49a4e398b661850274d7a3

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=sha256:6684dc9b8e6615d1367e9f40c2b02cd0301312f0c2fe75b977e4e5e5a8dbce46

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:45.513244Z digest=sha256:52f84ec2fcbccd791faef6d2b58e16f2dcb87146956bdb01ecb00ba23dc595fd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:45.652674Z digest=sha256:3575b3f63720d441d49dd097d4da6998174db5987bc79a7f496c21d9317b2f4f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:45.747992Z digest=sha256:e2b2190c2a40607659a98451712326ecc76c94a7a1146fa7f0cf906286675e3b

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=sha256:5c1ffe1ad1874d189f56e8d21d88b5bf3373580e4f1e1a8072d2449aae00c3a3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:45.979338Z digest=sha256:3a7be3688e752c02b1f36d27c0f4f7f80211a6f995edfd057c93f0aa77b77794

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:46.053894Z digest=sha256:4ebe3e6d71f0726ce14c359c24c16a5b6160dab1c474178aec4eaba88d4fe5cd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:46.117468Z digest=sha256:66a4ddd1885b9792694549cd35e012715538d4acdc504298a1bf48cf808657e7

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=sha256:8da8a6ea0c8d370deea59f514649815599b2cda31ad0db321c0ed336699f79db

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:46.306676Z digest=sha256:49eab8a633483694f8ca3d8f8c22377f2d91a6cdc9a63ebaa8fc6b08b7edb04a

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:ed54662c027919fb6941965374d24a6a552eb4a89fea9d63e705865437acc2cb

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:da23d4e870cbec18ed653323a68e2bce0880378da6b65059973ff849b5a52dcd

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:fe24f9425847fcf452115841d30e8404ad9ebc4520d1cdeca647b4d18050c049

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:46.644891Z digest=sha256:c572ebdb630a8a1ef997d14ced9fcfde6bcfceabce4fb0886266fa63c4b83e5d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:46.750495Z digest=sha256:9fc9ef42daf948525a68639465cd057fcf77c8a0a2755521fd6e0b7bd5f5561e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:46.816393Z digest=sha256:42f33c0f33bf9f34e097ac66314a077171c37acf4ad9ba9a96abcb1e9b1d6067

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:47.002848Z digest=sha256:3d181fc77ae410736fb02a9b778abbb27cdf1b6f3c10a2d712de5c59f0bd9682

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:f3d828f300471a33f9c76e9d77e61f1706739f6979390f720a9f7ea196494c40

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:b8e0880fece1adbd7c690341ffe298083f4938c7fc982fd8dd20559265a7167a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:47.245077Z digest=sha256:498f0e0d4629e2b53698c4967c97b7430e5d6b6b9d672c56567dc41e95a8e011

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:47.384119Z digest=sha256:4ce871989916cc796abb3c39cd66c3556251163152f6de997fa266cf844534a3

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=sha256:4a348665359f2dcb2eb5aa3ade8a7127fb01c706a2ebdd763e5ac733f845e4bb

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:47.579567Z digest=sha256:b3460c9a7c18492d76cb8427af91f0e7fdec9a99d7d068a9f32f6efe9fe83f72

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:47.657492Z digest=sha256:b7119cb262ab9703e6981b267f3fe18ff389430577ca7e35fed812e691b8e520

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:48:47.787010Z digest=sha256:476f4a257ebd1f93dc94d969f3efad80e099af4ebf5b09fd064f966303768274

Pith citing papers

No inbound Pith citation observations are available.