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Paper Citation Record · LEDGER

Heterogeneity-Oblivious Robust Federated Learning

As of 8 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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T04:27:18.941574Z digest=sha256:9a25907c9b2faa19484d0e222a929141cdaecdcabc8e3f912aa57cd50dd20c0b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T04:27:18.969023Z digest=sha256:fb8ea43b2a380cb17631a84bf616a2231be521843e85593163e1bff157811cfb

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T04:27:19.016284Z digest=sha256:cb144012c5857285ec4c9d3f12a126429b3574ab5510eef15ec6518855c30ffa

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T04:27:19.107546Z digest=sha256:b1209483ebba96650e0ce92d08e5621bc6075aef2b6e674d4b87728d930130a1

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:a509d57676940b8a6807691a0920fdadb49c035666c4c5dda740dd7fb529682a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T04:27:19.231704Z digest=sha256:c625299c8d5b595331f6c0bc9c2d40ff2e3169a780b630d7794b3a5970e0cad1

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T04:27:19.293535Z digest=sha256:9a9a854a75479e53ece98f905a1b62d23329ba7598b626b4b2e42359cb673a22

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T04:27:19.350933Z digest=sha256:71e76d887df4ee6c59e793814819fde69f6c544810b2fea7338755242d98a964

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T04:27:19.395603Z digest=sha256:47f952b120dc22be7f9379e6c5c81a2de5c48f4af12e54b7cb8b79ff8469bb22

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T04:27:19.451614Z digest=sha256:7f64dfb2fc53f5d813c265530172bf389e45c6d9dbacf6a767a3042e70b71d79

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T04:27:19.522042Z digest=sha256:e270e16d5eb6eb1a88048514deb2fe3799e6a7e415a2c5c16f270465590221bc

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T04:27:19.585583Z digest=sha256:b3e81f6eff05bb38f94e8b98f27a02a1c6b055d13e07fba570b3166934aa6d9a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T04:27:19.680755Z digest=sha256:da2e3c4b9027c6bce4c65b534431e80654157a2e4266ae585a28c32affefa608

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T04:27:19.769294Z digest=sha256:4d4eec9b7b471710340ca6eaab1e6bac1f6be409c00ce07aa2b74b1deec1a9e9

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T04:27:19.896423Z digest=sha256:8cd9244b8e212dd73bb969ada79ece7fab6e54c851e411cb3a673f63cf78f3cb

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=sha256:3c873a1ec27d69eac254ea1cfc6a8afab4f11b7a60514134e2a88068a32ed2ae

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T04:27:20.095053Z digest=sha256:982c1a778510bd93deaf785c9871264a4e091cb3c69b8e658cbe4466d33eda02

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T04:27:20.129277Z digest=sha256:75f2646872cefdd08299b9bb885fbdc08680eaf18e976bc9f7a2fe085ee2c7ae

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T04:27:20.252502Z digest=sha256:dbcf45c272981d613dde6f3139a6a01aba8fac8154145d09125f412057b4feff

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T04:27:20.330755Z digest=sha256:8fa761fa11b77dc86ff28cbe78fa0309778e83bb0a2c5b6d4785531b9dc3363a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T04:27:20.402472Z digest=sha256:2c52f130a8ce67d516db1571f29bab60cf8d31927003722ad30afe00257a86b5

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T04:27:20.474923Z digest=sha256:122ff7d84f28042abe98d59f786413722f7c5986fcd13e8c1d4aa0388d55ddb8

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T04:27:20.536027Z digest=sha256:be857c9ee971472df9e2619dd98e6a057a9099903c9b512b43dea93cce46c92c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T04:27:20.605252Z digest=sha256:ab2c7236fd8bc10cee6f98d556d9cfe982f3056c759b4f5a6b22e57938d9c49d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T04:27:20.644810Z digest=sha256:11a518d6c9c2bd923762b4d768aa3544d248eefe2afce86327eed673154d13d3

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=sha256:9c7e2ef6a3cbea7d87b2c8227dfc79da4d833934e12dd17b682fcaf9c289151f

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T04:27:20.729382Z digest=sha256:6ccc9cdd6c1b20d880e702c40c6bf5f7493c92f7fa5c58e35fd365fea9ebc9e5

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T04:27:20.793804Z digest=sha256:a7ff7401c53a3d9f03a536aadf0bd4f8506fb0890fad0e6cc8007ace481ada32

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T04:27:20.829681Z digest=sha256:62b27e62ba7c07059a534445a0da3edaf71b224daf5b2084a11551460defc07b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T04:27:20.876611Z digest=sha256:8fc03acb51daca835ee4bcae12e3e981b3e9f3586de0a822277baf9ce28db1d5

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T04:27:20.903806Z digest=sha256:499635c8976666f690e4fbe6b22e2b20cac60b06798aa804e4885a9384da283d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T04:27:20.939375Z digest=sha256:f1c4be34a7865b35e1bb598fcea8e6adafb56491997868e9be445cde7259d652

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=sha256:5c058c22b10ded9f21dc738256146bc18b22c971a294aae476078c52acb28cd8

Pith citing papers

No inbound Pith citation observations are available.