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Paper Citation Record · LEDGER

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning

As of 20 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 0 inbound Pith citation observations for arXiv:2505.06911.

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

pith.paper-citation-record.v1
2505.06911 v3

Coverage vector

measured 62 of 62 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:36:01.854478Z

measured 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

62 of 62 outbound references displayed

  • verified exact4
  • verified fuzzy11
  • unresolved46
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ff3f29ea-8906-4e55-bd95-0622f3ff02bf · outbound

This paper cites Multimodal Federated Learning with Missing Modality via Prototype Mask and Contrast.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Multimodal Federated Learning with Missing Modality via Prototype Mask and Contrast

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-15T22:36:01.569171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:36:01.569171Z digest=sha256:69dd2aaffa2eaa9060234d3d7c1d66b53d52adc1206c7491ff5e26b2e773da52

Observation 9d1bd455-92b6-421a-8b21-8fd14cdcee6d · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.881119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.574564Z digest=sha256:abe90a5f723f79fe8e0130ce8ed24a69af7a2c9a62ff9c68c20fff5cc389f85a

Observation fa6e4a44-f426-40f2-9a5c-12ada92bf791 · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 3

Resolution
verified exact
doi, observed 2026-08-15T22:36:01.918328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.579951Z digest=sha256:f7eedb53aa6dd04cb25911e4ec4404540c9f5df9f1820c9e70b6f846ac39779d

Observation 98184352-3200-4938-b2a0-7fe7ab16510f · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.868273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.585386Z digest=sha256:59bcc990e727cbe11f437d579cd96d4c2a79a64930e9e8dfd21fa905ce4e94f3

Observation 981b1c46-5345-4d6a-ae7c-f66b68cfa9f2 · outbound

This paper cites Client Selection in Federated Learning: Convergence Analysis and Power-of-Choice Selection Strategies.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Client Selection in Federated Learning: Convergence Analysis and Power-of-Choice Selection Strategies

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-15T22:36:01.590648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:36:01.590648Z digest=sha256:23ae66a848f3cad5b579daa7afc2bcd39c0193104ac931a7729bf517f72b9367

Observation 368aa530-7d74-4549-a068-d89814941c4b · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.854918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.595932Z digest=sha256:e19fb5eb1cd511f64f9bd56732a9f391002b79b95d90fb2ace6d9e841e3d766d

Observation 3418d883-984b-4ead-9dd5-5c9c89c7ed10 · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.840860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.601278Z digest=sha256:1cbdbf0d319ba902111ff42c1187a357be189ad8a2fc98edeb0a1a96609ea7cb

Observation 04291445-5bc1-46c2-abc9-3b5c61a1467d · outbound

This paper cites Fleet, Jamie Ryan Kiros, and Sanja Fidler.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Fleet, Jamie Ryan Kiros, and Sanja Fidler

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:36:02.827796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.606074Z digest=sha256:724cd9f7cdc765bb30e5edb0e0d9b9982a11018da1d87a955b692e9e020d5ff8

Observation c1ec77c8-335c-43f6-a37e-7be690433a5f · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.814329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.610720Z digest=sha256:8bfff84bc41d8bb69be579d4f5bd8af04f54a49a318141dd3c8320e166c63320

Observation c3d15e24-b058-45f2-9dc9-cf1289dc4874 · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.800519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.615773Z digest=sha256:e3beb3076e445f0b1d194c9f8441ce48564abd0573afd2ab16afe452070bea83

Observation 21c75b20-4341-4a5f-bb0d-7e7bc1e71639 · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.786831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.620704Z digest=sha256:e359d47f620600d78fefbaaa92d33e3108aa105b23bbf5d1669f089ab1c8c12f

Observation c0fb500b-b750-4c79-9999-81130f295beb · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.772926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.625763Z digest=sha256:3267d0bb22a75d8073d12590b72be732045983863aef1e8dd8ecc6c916d90df8

Observation 52fb8e22-014e-4405-8ce1-c525f1dc3646 · outbound

This paper cites Robust Federated Learning in a Heterogeneous Environment.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Robust Federated Learning in a Heterogeneous Environment

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T22:36:01.630448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:36:01.630448Z digest=sha256:ef354c8ce48a94901a1c28873eb5a6fe553ea8e7254b21c8620e67ff43d3b658

Observation aae9f8d2-544a-49f9-b19a-1e3cb5f1771c · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.758459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.635386Z digest=sha256:882a6008213283ffbcb5fb8b1e6fb232a09f8d11e4fd8b796b254e3b58db6c16

Observation 6fd0dbbf-dc79-4ced-8014-5c228acd4a02 · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.743930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.640069Z digest=sha256:46f8858f9db7f1c46a635b0b9bf0c2fdfb3aa52d70fe9ed95fa988b1d2c16e89

Observation 0a2c481d-fa5f-4ffa-a7d9-04ed1baa5228 · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.729856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.644577Z digest=sha256:cc6c6633b8833b63f8ae22a435b16616ff542ac5d3e64a590ea30e0e45a969e5

Observation d28aece2-8b68-43bc-89e2-919ffeed291e · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.715691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.649220Z digest=sha256:cd0529601f79dea4fdb8956b4ec30907e4c61d3c3a8554d35ede5b39d8d2ee9e

Observation abd77c43-ffa4-462f-8a7b-13ae54895443 · outbound

This paper cites Makowski, Daniel Rueckert, and Rickmer Braren.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Makowski, Daniel Rueckert, and Rickmer Braren

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:36:02.701584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.653808Z digest=sha256:ae5e76f66c3385b4c6e5eb83cea531551ef188a0cf6eb4c4d0eaae3613d0928f

Observation 5baf8227-d4a7-42e7-9a0b-88f82250b9c4 · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-15T22:36:01.663056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:36:01.663056Z digest=sha256:0fd4a2914b18e3728bb1219bbd067c890b226beace5b525293e5a5f9cdfdd5bc

Observation 2dd3877c-23a0-413e-9fcc-ed425bedd814 · outbound

This paper cites Kingma and Jimmy Ba.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Kingma and Jimmy Ba

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:36:02.664786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.667753Z digest=sha256:c2e0d3e54374fd59ec27638f13b660f5bcb6ef3dc2e5d5994441ee7f92ea251d

Observation 5ca7bf29-0af9-4870-9723-468664324b48 · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.651663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.672456Z digest=sha256:54fa09eac32a01e31ffa5df202052dbacfc6e740aa8823ec00fa654c3a15e691

Observation 36ba7da2-7bd1-49aa-a549-82b0921aff62 · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.638136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.677092Z digest=sha256:6096267355156c7ce008521f2346c23e694f55f37f7b11786792f47f46f01b67

Observation 8da1e366-0d81-4bd2-8cdf-bd65c52ff3dc · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.623953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.682322Z digest=sha256:fa7f9ab101e840c958cf8156ab8763e9c777a150586ec5ea990785e404fdd138

Observation 11ce7e74-90b5-4668-8932-fd114c17c9b7 · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.593654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.692372Z digest=sha256:1bf280e880e419bfe5814da930622d36ee85d83f61319ebd429e2da864d96a6e

Observation 557fcf33-5f79-47f4-9eee-36f4dee614c9 · outbound

This paper cites In Proceedings of the 8th International Conference on Learning Representations, ICLR 2020, Addis Ababa, Ethiopia, April 26-30, 2020.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning In Proceedings of the 8th International Conference on Learning Representations, ICLR 2020, Addis Ababa, Ethiopia, April 26-30, 2020

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:36:02.609008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.687592Z digest=sha256:99b68e44f54ea0e24641c15062e6a49d32d79a88051ba885129de465474f655b

Observation cb541fe5-1bac-4ad1-8230-a63d300f7f94 · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.565677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.702153Z digest=sha256:162ed24d3d751b4700fbbfcb5cb3ed5a766d7ca96fb8dcb68cce8a7144525c53

Observation 1b165a2a-66b2-4f79-8068-8704c20fe44e · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.579596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.697282Z digest=sha256:db203cc1f5cf3cd8f21834868e43da193a65f44520739665f2355b0f0d328c82

Observation 6e13ed07-31d1-446c-b3c2-810c167c34ef · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.537594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.716254Z digest=sha256:ae0ac6b3e7af892895cea57b397c2d86633d911964ffa572c29615f3bc64bdc8

Observation dd362a6f-9fe2-42cb-adbf-53f6a4b0a868 · outbound

This paper cites IEEE Trans.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning IEEE Trans

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:36:02.551576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.706843Z digest=sha256:cfc07339f3f411d04a52ca03cf9a88bf86371d2542f31de1dd17f4788541c411

Observation e5e4ace7-99d5-425b-bbed-3f6c7d95ceea · outbound

This paper cites Three Approaches for Personalization with Applications to Federated Learning.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Three Approaches for Personalization with Applications to Federated Learning

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-15T22:36:01.711456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:36:01.711456Z digest=sha256:bf6befe7d8889743be9da1a9f5105aec7958572776de05b8609b333329bebf09

Observation 49b249f1-75a7-43e7-92be-5b11703f65cf · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.511176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.729454Z digest=sha256:db119a1b1cab1bc8ccf1626f77244246a25e1fa0a7e9b294fede6e78a68cc8b2

Observation f28ce426-ae73-4998-b005-ebeb99eac361 · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-15T22:36:01.720767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:36:01.720767Z digest=sha256:3932c9c92ac4639b6d42559763c8e777a252c177cb04248806ca70f6dc0e23ab

Observation 1c7ede51-688f-4e69-8831-0d7dd716c664 · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 33

Resolution
verified exact
raw_fallback, observed 2026-08-15T22:36:02.087061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.725120Z digest=sha256:72f3e61ef3ae004c6f6fe99e7c53bebd22e72378bf677b465500e96e97828c77

Observation d47eb779-6dd2-49ed-a813-2019b89f7f58 · outbound

This paper cites Melo, Ana Paiva, and Danica Kragic.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Melo, Ana Paiva, and Danica Kragic

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:36:02.466236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.743227Z digest=sha256:58d1aeb718bca49b859228cc4af3ea81ce7d3143a2c3383ae110db78c487e6e2

Observation a26ad553-5e84-4ccf-8b59-0974b2cb982b · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.495935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.733946Z digest=sha256:6a1eb574104e1aed47824e5f570a0b654dae8d7b0fcb7c16bddb4bbf7111c299

Observation 62b34ead-449d-40be-8880-b7502ab0674a · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.481101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.738741Z digest=sha256:eeb0c22be8b889ad97ccf8044b23e493c758ac84a639892822798a7a3ef626ba

Observation 7e901ef5-840a-4a46-825d-1ebb03a958f6 · outbound

This paper cites Human Activity Recognition using Smartphone.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Human Activity Recognition using Smartphone

Reference 37

Resolution
verified exact
local_arxiv, observed 2026-08-15T22:36:02.023885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.756564Z digest=sha256:0f5ae8476b94ee4df13a473bf23904e46a7989bdade65fce89cbd06d0206a594

Observation 00f3657a-b366-4651-92d3-8f59440591fe · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.450149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.747745Z digest=sha256:a102e196fb0e37489c5c42ded83851717c3e1812bc53acac358e74e21c24b597

Observation 928f4a6c-f351-4848-8cc3-fc42c5739f50 · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-15T22:36:01.752150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:36:01.752150Z digest=sha256:7478bb585ee1b00840247ef466ac0f1c0e7c4ee295211736e1a8c7e7bef89198

Observation 4f988eac-7dfc-4710-94f4-f204e9d6118d · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.395221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.769857Z digest=sha256:201675dadd244b8abbf4a4aeae1c3c3df0144e37b3ccf5c6412c72320dc76663

Observation 6d8bd855-5898-4e47-9ad5-383653fbe354 · outbound

This paper cites Reddi, Zachary Charles, Manzil Zaheer, Zachary Garrett, Keith Rush, Jakub Konečný, Sanjiv Kumar, and Hugh Brendan McMahan.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Reddi, Zachary Charles, Manzil Zaheer, Zachary Garrett, Keith Rush, Jakub Konečný, Sanjiv Kumar, and Hugh Brendan McMahan

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:36:02.425041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.761078Z digest=sha256:9d799aab18fb7d268e958c78fd484c5f8471d2363e2c0e8d8505d1b1498ca1e1

Observation 1b419110-06f5-40ad-a30e-3b7defd5dd6d · outbound

This paper cites Reddi, Zachary Charles, Manzil Zaheer, Zachary Garrett, Keith Rush, Jakub Konečný, Sanjiv Kumar, and Hugh Brendan McMahan.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Reddi, Zachary Charles, Manzil Zaheer, Zachary Garrett, Keith Rush, Jakub Konečný, Sanjiv Kumar, and Hugh Brendan McMahan

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:36:02.409535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.765414Z digest=sha256:fb4bb80a134c19b82bf985e06e8aecc2d6558c00be3b38beac97e85d9fcc05d7

Observation 3558b880-c5a8-4c79-bf35-e7da5c0b88c7 · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.339371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.787371Z digest=sha256:ed16371de382af19bb6b3c2e04cab74460dc21ff99c8bab9d3b4d9b6c0a55e81

Observation f8b448fa-976a-4e9f-9c55-e31d782d875a · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.325476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.791523Z digest=sha256:d8b54704731bf7dcd913110b8cc5c5d3aae1cfc44fe9155e8a5ba58a9ff8d3cb

Observation d4eed7d7-3a90-4263-8ec9-0741617ce36d · outbound

This paper cites Denton, Seyed Kamyar Seyed Ghasemipour, Raphael Gontijo Lopes, Burcu Karagol Ayan, Tim Salimans, Jonathan Ho, David J.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Denton, Seyed Kamyar Seyed Ghasemipour, Raphael Gontijo Lopes, Burcu Karagol Ayan, Tim Salimans, Jonathan Ho, David J

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:36:02.367653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.778823Z digest=sha256:aa6c7a7ac537175c53f4fd4b4cb5ab87353e1bf5786b55f808f4deec5eba9673

Observation a2242adf-dcc2-4d9e-99f6-5ea2786ec8d5 · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.353048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.783141Z digest=sha256:860f37557142b217839f37d75783673c7e5c5ad995c12a95fc20b0b70ca9e0f6

Observation 5fa41355-3066-48a2-954d-3b2e9fbd67cf · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.297832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.804664Z digest=sha256:489ad673af6d97dc3341fd448941328ac746a2c1dbb5cbc253b650b3bd8e1069

Observation b858cdf4-df0c-4ad0-b593-cee63702b14d · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.283699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.809469Z digest=sha256:579f1afb3b9114f9c50d7c8e3f27ab3cdc0c6b179ce687f0cf466fbfb8d19574

Observation 689e2347-f90d-4a64-af51-792a6c9bf93d · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-15T22:36:01.795710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:36:01.795710Z digest=sha256:8de6f0cc7e66bbd96031cd4f979c3793f97a638cc970d5d960d3de14640afa16

Observation d6216788-e60f-49a3-8895-e234586c68e1 · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.311688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.800136Z digest=sha256:4a5381b1a763b50d7adb2c919b6378c804fa88d573e4ea551766fc41c41cc683

Observation 6e83a356-eb4b-49de-94fb-448c592ff599 · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.253115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.823247Z digest=sha256:31d10a795ba520f6b994359fb0905f3840b3da64008dc974a918c1441c2fa7d2

Observation 3fa9b727-bd34-485c-b455-775b8d83e62c · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.237590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.827990Z digest=sha256:1995dc33be665f816568dd065dc9667741bd9407d8f6bd55b4e6c84c9f999263

Observation 11df31c9-cb46-49fe-93f4-8e100e94cd56 · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.268061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.813986Z digest=sha256:21d5207255a08a8c71063d46ba6ea2faf5eb7dfd73daa7fc927aa75d308704aa

Observation ed52e43f-782a-41cb-9958-7c957d840f4a · outbound

This paper cites Deep Multimodal Learning with Missing Modality: A Survey.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Deep Multimodal Learning with Missing Modality: A Survey

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-15T22:36:01.818405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:36:01.818405Z digest=sha256:5a30dc47752f0c2692620ef19af57f874a3182940b5e05e982f263e92a2f1a8a

Observation 7f15d3e9-d4ec-4f54-87a0-7a772bf8f099 · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 55

Resolution
verified exact
doi, observed 2026-08-15T22:36:01.889682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.845749Z digest=sha256:9af2170fc30cf580cefe6678bac2efc5cdb5efcff1ec7794c13227ed6c65fbeb

Observation 5e42b278-5e05-4df9-a845-3d3aeef696cf · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.175711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.850098Z digest=sha256:d79d2b961239e4f2c26453efcd536bd4b343c919334b411370887db4a34e384b

Observation 5d04d07f-10dd-433f-82bf-4d1213837424 · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.206381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.837095Z digest=sha256:ee58b64f55c0750c52e2d51ffefc89acbc93df5ac19967ae62f5479694743da7

Observation c48224d3-c07b-4539-aa7a-36ac3ff946f2 · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.191353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.841403Z digest=sha256:166fedb4b3058cd08dfde41ae9205d3f48b0b2334c1346bb1589f16d0807793f

Observation fe0fd1a6-56ba-4342-b3bc-444c98993f66 · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 2020

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:02.687461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.658581Z digest=sha256:1865136ddc3a2c96875fc9cd56b48bd3f9653a96f47f9e9c6633cc45f946db01

Observation b15828e8-4e11-45ea-96fd-23aa959c5b1e · outbound

This paper cites In Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning In Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:36:02.160672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.854478Z digest=sha256:6de01d96baa80c04ff8c60d06db0d4c3cb401f0e614959ca1f3069e910401ed3

Observation 891bc02e-a51d-49e0-b0ff-211224125e30 · outbound

This paper cites an unresolved cited work.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning Unresolved cited work

Reference 2022

Resolution
parse uncertain
raw_fallback, observed 2026-08-15T22:36:02.381380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.774333Z digest=sha256:30d320b0a9b86c7a8f923fd63b744f28d9c74629e0927089155532da24d4f437

Observation fca98a4b-d811-4a87-ad48-b36b79db9d2c · outbound

This paper cites In International Conference on Advanced Data Mining and Applications.

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning In International Conference on Advanced Data Mining and Applications

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:36:02.221511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T22:36:01.832269Z digest=sha256:0c1ef6b90a08ce9c8a86e5b3c396a76f2eda6d3dcccf3ac98539555a95561bdb

Pith citing papers

No inbound Pith citation observations are available.