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Paper Citation Record · LEDGER

Heterogeneity-Oblivious Robust Federated Learning

As of 15 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2508.03579.

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

pith.paper-citation-record.v1
2508.03579 v2

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T04:27:20.977277Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

35 of 35 outbound references displayed

  • verified exact1
  • verified fuzzy16
  • unresolved18
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7e2c17c7-6826-4588-92dd-f2a3281537ac · outbound

This paper cites an unresolved cited work.

Heterogeneity-Oblivious Robust Federated Learning Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:27:25.374134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T04:27:18.941574Z digest=sha256:2ce0a1f11011075393b7e8ef1f95d546ee7c258fa97da93e1902730cfee8d79f

Observation 3282e79b-881a-4a76-b371-13f0c93855d8 · outbound

This paper cites Alistarh, D.

Heterogeneity-Oblivious Robust Federated Learning Alistarh, D

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:27:25.284141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T04:27:18.969023Z digest=sha256:6835a97e1d2be451092b611038afd4b4fb12f2cef3d013c026d226736e85571c

Observation ce3e7b01-c343-42f9-8ec5-3b170ea60c31 · outbound

This paper cites Bagdasaryan, A.

Heterogeneity-Oblivious Robust Federated Learning Bagdasaryan, A

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:27:25.220363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T04:27:19.016284Z digest=sha256:b84a50091c24f65cb5acae032c1ae49e3ee1919f3600ec9aa73e51204bf8380a

Observation d95c6ae0-ce61-4efd-898d-a7c21d3b1ffe · outbound

This paper cites Baruch, M.

Heterogeneity-Oblivious Robust Federated Learning Baruch, M

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:27:25.079141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T04:27:19.107546Z digest=sha256:e9ae529f765625096b33a3609ecd5389bc9ee64c10c5a5730599b93a04139e4b

Observation 36791349-f006-41e4-9a93-26e9a98d8472 · outbound

This paper cites Alpha MAML: Adaptive Model-Agnostic Meta-Learning.

Heterogeneity-Oblivious Robust Federated Learning Alpha MAML: Adaptive Model-Agnostic Meta-Learning

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T04:27:19.169629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:27:19.169629Z digest=sha256:acd4f36335f78d00fd1e99f68fe1bf4bedd3d4d00cce946bedf9892223caae6b

Observation 6631c8ae-007f-4f13-8739-58e40a35bb48 · outbound

This paper cites Blanchard, E.

Heterogeneity-Oblivious Robust Federated Learning Blanchard, E

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:27:24.914113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T04:27:19.231704Z digest=sha256:fecea74cc645663b0b26079867546f25e6159b5daeff7ed589182d161c259bd4

Observation 4ba398a1-5631-4304-a74a-fee877aad7da · outbound

This paper cites Chen et al.

Heterogeneity-Oblivious Robust Federated Learning Chen et al

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:27:24.840036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T04:27:19.293535Z digest=sha256:0a8b07aea6ffd0c915a4458dbef17a58c945ca8179222cae30fb0ecf6799647f

Observation a75f1722-d881-4288-9d7f-64c32d817b2b · outbound

This paper cites an unresolved cited work.

Heterogeneity-Oblivious Robust Federated Learning Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:27:24.732942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T04:27:19.350933Z digest=sha256:5fa66649b30d6106bcde3b1b932a8dfca6219c46522e57444ea0601bd5554cf7

Observation 85c3d189-ad67-4d37-8ebf-3f581cc599f3 · outbound

This paper cites Eckart and G.

Heterogeneity-Oblivious Robust Federated Learning Eckart and G

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:27:24.666376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T04:27:19.395603Z digest=sha256:b8ebd5b9315c4409c82f10e54e3047514d06c73f5a03786578998c45575a9545

Observation 65851b24-265c-481e-9ec6-fee500fa020a · outbound

This paper cites an unresolved cited work.

Heterogeneity-Oblivious Robust Federated Learning Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:27:24.496435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T04:27:19.451614Z digest=sha256:083adac771f193c36447aeae37e7e49ec1f971186b96e1789003a11188166888

Observation 9ca6be60-804c-44dc-b426-48df47c0f341 · outbound

This paper cites an unresolved cited work.

Heterogeneity-Oblivious Robust Federated Learning Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:27:24.286344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T04:27:19.522042Z digest=sha256:1bb98a820749e36496620552078528f92df7c21832bf3a69de51c041f48df4fa

Observation da9525b7-96fc-48f3-a880-c2c200e66804 · outbound

This paper cites an unresolved cited work.

Heterogeneity-Oblivious Robust Federated Learning Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:27:24.164926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T04:27:19.585583Z digest=sha256:34fe2ea169a5b2bd1571d8e8bdae6bc22b334dc142ebe659ae97cbe0226c9167

Observation 0f946e1e-8441-4bf6-b9f7-c2c6c8d7d084 · outbound

This paper cites Gijsbers, F.

Heterogeneity-Oblivious Robust Federated Learning Gijsbers, F

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:27:24.029582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T04:27:19.680755Z digest=sha256:5de12e982c4dbc0f43ea7969d208fe32b794b2e6511c426821d7aa457d1fdd30

Observation efcb50e5-6357-4415-90ac-59789d8dc347 · outbound

This paper cites Horv ´ath, S.

Heterogeneity-Oblivious Robust Federated Learning Horv ´ath, S

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:27:23.897247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T04:27:19.769294Z digest=sha256:bcf9b881b837da3d06ce01e9c51206b5cefb89d835f27eecd38befb8d767c553

Observation ed6cd036-b9c4-48c1-99bc-2905dc2db0f8 · outbound

This paper cites an unresolved cited work.

Heterogeneity-Oblivious Robust Federated Learning Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T04:27:19.822199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:27:19.822199Z digest=sha256:e61064b47574f4bf106cad2a1001a7f97be4edf7401d64e41afa4b198f93ed3a

Observation acf7ffd7-f119-4833-95fa-5823c658ffa1 · outbound

This paper cites Ivkin, D.

Heterogeneity-Oblivious Robust Federated Learning Ivkin, D

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:27:23.695315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T04:27:19.896423Z digest=sha256:6e563dde1e2e4092834ae778e27ba56ef48676796b484f99b1e00a9c1c551cdb

Observation cae49b69-8957-4908-8365-013668067dd0 · outbound

This paper cites Krizhevsky.

Heterogeneity-Oblivious Robust Federated Learning Krizhevsky

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T04:27:19.965896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:27:19.965896Z digest=sha256:ba23d8be388b7ae90c327a2ff797ef7251e0d229c609d137eea33d3bd0c74853

Observation e2c59113-cdad-4c6c-82a5-2ad5627f775d · outbound

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

Heterogeneity-Oblivious Robust Federated Learning FedMD: Heterogenous Federated Learning via Model Distillation

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T04:27:20.046428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:27:20.046428Z digest=sha256:a29779efa70a6712dcf968ac4a714d441c2b44122833e95260698c86a3588508

Observation c25c396a-35ed-443a-a25a-17a1bf119c8b · outbound

This paper cites an unresolved cited work.

Heterogeneity-Oblivious Robust Federated Learning Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:27:23.468937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T04:27:20.095053Z digest=sha256:ce59efd53834eeaac314da05c41fc0873ba3837806f380ac32bd9a35f6d870b0

Observation e7ffbe07-2fae-4f8e-a4a5-b7c44ddef00e · outbound

This paper cites an unresolved cited work.

Heterogeneity-Oblivious Robust Federated Learning Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:27:23.232177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T04:27:20.129277Z digest=sha256:4af54db132746a45e109f50351857c0b80fae3076608c4cb40233dd5a062816e

Observation 733f71a6-4eb2-4756-b23b-780aea225f96 · outbound

This paper cites an unresolved cited work.

Heterogeneity-Oblivious Robust Federated Learning Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:27:22.954382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T04:27:20.252502Z digest=sha256:42bc9303350cda05ee1d974ce8092d15110235c3457fbe997b87b0e5a2b28c11

Observation 7c1f11d8-180d-4426-a6a2-9103852ae005 · outbound

This paper cites McMahan, E.

Heterogeneity-Oblivious Robust Federated Learning McMahan, E

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:27:22.698588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T04:27:20.330755Z digest=sha256:21f49a2957c6beacd350a5dcb7a2985d6f34216c3cb2636503e1bece67e8033b

Observation eba4d78f-969a-4458-8d45-63344400823b · outbound

This paper cites Mitliagkas, C.

Heterogeneity-Oblivious Robust Federated Learning Mitliagkas, C

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:27:22.355392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T04:27:20.402472Z digest=sha256:0fab4d9febbe9bc5cd5ed3cf1a8a1aa155b24c17b15ec5c7b881a18661046476

Observation a7146c37-347f-41d7-9478-8fa40107814a · outbound

This paper cites Shejwalkar and A.

Heterogeneity-Oblivious Robust Federated Learning Shejwalkar and A

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:27:22.215321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T04:27:20.474923Z digest=sha256:e04555ed7949d24c82fa85605444a19b1cf50c9c3a40386046ed524203ced4eb

Observation 0cc76f41-8bda-4ba6-8ed3-e2fda0158dc0 · outbound

This paper cites Steinhardt, P.

Heterogeneity-Oblivious Robust Federated Learning Steinhardt, P

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:27:22.096045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T04:27:20.536027Z digest=sha256:d731886daf2e8db86418be9815289cb826b86788770061a30503c6670bdb5635

Observation 6d0d28dc-5a2f-470e-921c-9aeb82841592 · outbound

This paper cites ReNet: A Recurrent Neural Network Based Alternative to Convolutional Networks.

Heterogeneity-Oblivious Robust Federated Learning ReNet: A Recurrent Neural Network Based Alternative to Convolutional Networks

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-08-06T04:27:21.145133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T04:27:20.605252Z digest=sha256:ff49b3a64f62aa70d4a10a2e942603d3b76aecbe76113209ad37bfc6eee4e031

Observation b4462a42-629d-4664-ac32-b1b091ccff6a · outbound

This paper cites an unresolved cited work.

Heterogeneity-Oblivious Robust Federated Learning Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:27:22.016293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T04:27:20.644810Z digest=sha256:8fde570e9b956c34dcd2af4bcb3ae747dfea4ead7397e52707cf72e395f59089

Observation f338739e-81a3-44f2-bb76-2d5c6a5656ad · outbound

This paper cites Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms.

Heterogeneity-Oblivious Robust Federated Learning Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T04:27:20.686838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:27:20.686838Z digest=sha256:199066e8455cb877206b4893c237cd46ebd87d6298092f8c454869354b9fc48f

Observation d88aea31-4ddb-4b8b-a9cb-4228f54eba9b · outbound

This paper cites an unresolved cited work.

Heterogeneity-Oblivious Robust Federated Learning Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:27:21.909424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T04:27:20.729382Z digest=sha256:a3c90979e6601905724304e68801ca7f8f695bca4dffb2239b214f5b46faf8fb

Observation a308f06d-f1c4-4713-9edc-433033d16910 · outbound

This paper cites an unresolved cited work.

Heterogeneity-Oblivious Robust Federated Learning Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:27:21.780056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T04:27:20.793804Z digest=sha256:b61d2def085504b9c42ece63b5dddbcbf7b904e16736404eccde2b05423370b5

Observation 168ce9ca-7c5c-49d5-9864-79fba55103b8 · outbound

This paper cites an unresolved cited work.

Heterogeneity-Oblivious Robust Federated Learning Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-06T04:27:21.684454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T04:27:20.829681Z digest=sha256:2c345cb3aa9be04fc2fd4727d827dd84ad2b00ebd252dceedaca385f931f63eb

Observation 19cfeb41-8d11-4207-b44a-26c835694be3 · outbound

This paper cites Yu and P.

Heterogeneity-Oblivious Robust Federated Learning Yu and P

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:27:21.526438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T04:27:20.876611Z digest=sha256:adafe01aa2bc38d20daadc694b3eefab055dc245a1e23a2cc99d36695256867a

Observation 0833cd59-5349-4d42-bf1b-3892cda8f413 · outbound

This paper cites Zhang, Y.

Heterogeneity-Oblivious Robust Federated Learning Zhang, Y

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:27:21.394110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T04:27:20.903806Z digest=sha256:220ead44afedee268a97f8e26d63834cd40b2e8b0bb5b7bef8ad5b2503ab6eeb

Observation dd8a1e2e-6f98-4796-8cdd-089322fb74bd · outbound

This paper cites Zhang, X.

Heterogeneity-Oblivious Robust Federated Learning Zhang, X

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:27:21.268183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T04:27:20.939375Z digest=sha256:4106232720b5e60602e30d30bd71bf6f846992d773ef467ca40484c42f590e3a

Observation 09d5f3f0-c7d0-48d1-8492-ef49dae1ca23 · outbound

This paper cites Fed-HeLLo: Efficient Federated Foundation Model Fine-Tuning with Heterogeneous LoRA Allocation.

Heterogeneity-Oblivious Robust Federated Learning Fed-HeLLo: Efficient Federated Foundation Model Fine-Tuning with Heterogeneous LoRA Allocation

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T04:27:20.977277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:27:20.977277Z digest=sha256:26618b2ef4c74dda03feea90afd48e92427d9091e12ed90df9f2b7cd97789e6e

Pith citing papers

No inbound Pith citation observations are available.