Paper Citation Record · LEDGER

Multimodal Online Federated Learning with Modality Missing in Internet of Things

As of 8 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2505.16138.

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

pith.paper-citation-record.v1
2505.16138 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:10:19.765757Z

measured 35 of 35 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

35 of 35 outbound references displayed

verified exact1
verified fuzzy25
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f7eb58ba-ff17-4a16-8c03-6c3d0533cc86 · outbound

This paper cites The internet of things: A survey,.

Multimodal Online Federated Learning with Modality Missing in Internet of Things The internet of things: A survey,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T15:10:15.822619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f2278be-6390-4970-bce4-bdf6e559a2dc · outbound

This paper cites On the local cache update rules in streaming federated learning,.

Multimodal Online Federated Learning with Modality Missing in Internet of Things On the local cache update rules in streaming federated learning,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.722064Z

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.

Observation 9c05e10d-c4cf-4f0d-b7ff-9bf491212035 · outbound

This paper cites A rigid-flex wearable health monitoring sensor patch for iot-connected healthcare applications,.

Multimodal Online Federated Learning with Modality Missing in Internet of Things A rigid-flex wearable health monitoring sensor patch for iot-connected healthcare applications,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.706377Z

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.

Observation d08215eb-ff78-41f6-af5b-a4d06d730e6c · outbound

This paper cites Denoising and Adaptive Online Vertical Federated Learning for Sequential Multi-Sensor Data in Industrial Internet of Things.

Multimodal Online Federated Learning with Modality Missing in Internet of Things Denoising and Adaptive Online Vertical Federated Learning for Sequential Multi-Sensor Data in Industrial Internet of Things

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T15:10:18.374757Z

Source-reported events for the cited work

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Observation 651cca09-3e3b-4090-830f-314c1b77c785 · outbound

This paper cites Towards fully autonomous driving: Systems and algorithms,.

Multimodal Online Federated Learning with Modality Missing in Internet of Things Towards fully autonomous driving: Systems and algorithms,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.689296Z

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.

Observation cf547137-8d6f-4571-812b-a355b1ff7578 · outbound

This paper cites Context-sensitive access in industrial internet of things (iiot) healthcare applications,.

Multimodal Online Federated Learning with Modality Missing in Internet of Things Context-sensitive access in industrial internet of things (iiot) healthcare applications,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.671362Z

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.

Observation 9a845af6-4ee3-47e6-af7e-10c03573e0df · outbound

This paper cites Security and privacy in cloud computing,.

Multimodal Online Federated Learning with Modality Missing in Internet of Things Security and privacy in cloud computing,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.656337Z

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.

Observation 7814f34f-dd00-4cc9-b6c2-a552ddc406ab · outbound

This paper cites Federated learning in mobile edge networks: A comprehensive survey,.

Multimodal Online Federated Learning with Modality Missing in Internet of Things Federated learning in mobile edge networks: A comprehensive survey,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.641702Z

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.

Observation 401f98a6-892d-42e1-a4dc-6cb41717ae1a · outbound

This paper cites Multimodal representa- tion learning for recommendation in internet of things,.

Multimodal Online Federated Learning with Modality Missing in Internet of Things Multimodal representa- tion learning for recommendation in internet of things,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.626703Z

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.

Observation 0dac7788-be8f-4610-bb5a-342beffdcb7c · outbound

This paper cites Multimodal federated learning: A survey,.

Multimodal Online Federated Learning with Modality Missing in Internet of Things Multimodal federated learning: A survey,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.609593Z

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.

Observation 60eb41e8-958e-4f58-a5d1-1fdaff4c83db · outbound

This paper cites Client-adaptive cross-model reconstruction network for modality-incomplete multimodal federated learning,.

Multimodal Online Federated Learning with Modality Missing in Internet of Things Client-adaptive cross-model reconstruction network for modality-incomplete multimodal federated learning,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T15:10:18.954668Z

Source-reported events for the cited work

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Observation 025cad90-1d0f-461c-bddf-1b43836d0257 · outbound

This paper cites Leveraging foundation models for multi-modal federated learning with incomplete modality,.

Multimodal Online Federated Learning with Modality Missing in Internet of Things Leveraging foundation models for multi-modal federated learning with incomplete modality,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.582503Z

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.

Observation e6167d2c-4b56-4bcc-9962-f7f362603b50 · outbound

This paper cites Online deep learning: learning deep neural networks on the fly,.

Multimodal Online Federated Learning with Modality Missing in Internet of Things Online deep learning: learning deep neural networks on the fly,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.565904Z

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.

Observation e3fa77a5-abdf-4a94-89fd-dc9e58df33fe · outbound

This paper cites Communication-efficient randomized algorithm for multi-kernel online federated learning,.

Multimodal Online Federated Learning with Modality Missing in Internet of Things Communication-efficient randomized algorithm for multi-kernel online federated learning,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.548883Z

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.

Observation 6496895a-f6f1-4d58-89bd-0de4309133ae · outbound

This paper cites Tighter regret analysis and optimization of online federated learning,.

Multimodal Online Federated Learning with Modality Missing in Internet of Things Tighter regret analysis and optimization of online federated learning,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.530224Z

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.

Observation 8c749bd3-c035-40a8-93f9-af2b1e116496 · outbound

This paper cites Online federated learning,.

Multimodal Online Federated Learning with Modality Missing in Internet of Things Online federated learning,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.512327Z

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.

Observation 282cbbaa-99e2-4afe-8117-81eb6408eb30 · outbound

This paper cites Online vertical federated learning for cooperative spectrum sensing,.

Multimodal Online Federated Learning with Modality Missing in Internet of Things Online vertical federated learning for cooperative spectrum sensing,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.495203Z

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.

Observation 865b0fb7-a8ad-43a5-84a1-79b3803f3499 · outbound

This paper cites Harmony: Heterogeneous multi-modal federated learning through disentangled model training,.

Multimodal Online Federated Learning with Modality Missing in Internet of Things Harmony: Heterogeneous multi-modal federated learning through disentangled model training,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.476318Z

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.

Observation 03f744f7-9201-44fc-9866-f654b1d35783 · outbound

This paper cites Feddat: An approach for foundation model finetuning in multi-modal heterogeneous federated learning,.

Multimodal Online Federated Learning with Modality Missing in Internet of Things Feddat: An approach for foundation model finetuning in multi-modal heterogeneous federated learning,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.457517Z

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.

Observation ab024d00-e501-4bbf-9ae8-4dbc26a090c0 · outbound

This paper cites Fedmsplit: Correlation-adaptive federated multi- task learning across multimodal split networks,.

Multimodal Online Federated Learning with Modality Missing in Internet of Things Fedmsplit: Correlation-adaptive federated multi- task learning across multimodal split networks,

Reference 20

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Source-reported events for the cited work

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Observation 91be5ef0-9626-459f-8f47-549f042587a9 · outbound

This paper cites Prioritizing Modalities: Flexible Importance Scheduling in Federated Multimodal Learning.

Multimodal Online Federated Learning with Modality Missing in Internet of Things Prioritizing Modalities: Flexible Importance Scheduling in Federated Multimodal Learning

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T15:10:19.698396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25ca4fb4-925b-4511-9c26-c98fffafe692 · outbound

This paper cites Smil: Multimodal learning with severely missing modality,.

Multimodal Online Federated Learning with Modality Missing in Internet of Things Smil: Multimodal learning with severely missing modality,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.431056Z

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.

Observation c6b66d9e-8543-4c6c-87b9-62bb9c5812ae · outbound

This paper cites M3care: Learning with missing modalities in multimodal healthcare data,.

Multimodal Online Federated Learning with Modality Missing in Internet of Things M3care: Learning with missing modalities in multimodal healthcare data,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.411994Z

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.

Observation 283c5467-c87b-4f99-a560-380530b05f0d · outbound

This paper cites Missing modality robustness in semi-supervised multi-modal semantic segmentation,.

Multimodal Online Federated Learning with Modality Missing in Internet of Things Missing modality robustness in semi-supervised multi-modal semantic segmentation,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.395158Z

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.

Observation 9772476e-6ac9-4f00-b38d-bfbf149f6102 · outbound

This paper cites ClusMFL: A Cluster-Enhanced Framework for Modality-Incomplete Multimodal Federated Learning in Brain Imaging Analysis.

Multimodal Online Federated Learning with Modality Missing in Internet of Things ClusMFL: A Cluster-Enhanced Framework for Modality-Incomplete Multimodal Federated Learning in Brain Imaging Analysis

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-07T15:10:19.905376Z

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.

Observation d4184957-c882-4f29-a7f2-5cedf258e867 · outbound

This paper cites Cross-modal prototype based multimodal federated learning under severely missing modality,.

Multimodal Online Federated Learning with Modality Missing in Internet of Things Cross-modal prototype based multimodal federated learning under severely missing modality,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.379224Z

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.

Observation b75af6f4-7761-42d4-beed-01146f3e7646 · outbound

This paper cites Fedgmkd: An efficient prototype feder- ated learning framework through knowledge distillation and discrepancy- aware aggregation,.

Multimodal Online Federated Learning with Modality Missing in Internet of Things Fedgmkd: An efficient prototype feder- ated learning framework through knowledge distillation and discrepancy- aware aggregation,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.363239Z

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.

Observation 0ebada38-9bb1-440e-8b05-7af4331afd1a · outbound

This paper cites Fedproto: Federated prototype learning across heterogeneous clients,.

Multimodal Online Federated Learning with Modality Missing in Internet of Things Fedproto: Federated prototype learning across heterogeneous clients,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.347100Z

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.

Observation 140416dd-25a9-47ee-8afd-f77f45dfacc9 · outbound

This paper cites FedSA: A Unified Representation Learning via Semantic Anchors for Prototype-based Federated Learning.

Multimodal Online Federated Learning with Modality Missing in Internet of Things FedSA: A Unified Representation Learning via Semantic Anchors for Prototype-based Federated Learning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T15:10:19.736999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c91edf2d-5aaf-4362-8452-e2fd03e96182 · outbound

This paper cites Federated learning from pre-trained models: A contrastive learning approach,.

Multimodal Online Federated Learning with Modality Missing in Internet of Things Federated learning from pre-trained models: A contrastive learning approach,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T15:10:19.742616Z

Source-reported events for the cited work

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Observation 50ff7ae7-078e-4a21-8af0-4df0a9cc320f · outbound

This paper cites Global prototype distillation for heterogeneous federated learning,.

Multimodal Online Federated Learning with Modality Missing in Internet of Things Global prototype distillation for heterogeneous federated learning,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.316271Z

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.

Observation 8480d1b3-7e25-4d26-9ed6-fa53bf84764a · outbound

This paper cites Rethinking missing modality learning from a decoding perspective,.

Multimodal Online Federated Learning with Modality Missing in Internet of Things Rethinking missing modality learning from a decoding perspective,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.255039Z

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.

Observation bb0525db-5232-4352-ad39-f5a24c411f27 · outbound

This paper cites Correlation-decoupled knowledge distillation for multimodal sentiment analysis with incomplete modalities,.

Multimodal Online Federated Learning with Modality Missing in Internet of Things Correlation-decoupled knowledge distillation for multimodal sentiment analysis with incomplete modalities,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T15:10:19.755992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3573ee35-9ffb-463b-a777-1f25e2b94337 · outbound

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

Multimodal Online Federated Learning with Modality Missing in Internet of Things Multimodal Federated Learning with Missing Modality via Prototype Mask and Contrast

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T15:10:19.760958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfe1d555-67c0-4303-a3f8-60f2058ff432 · outbound

This paper cites Fedqogd: Federated quantized on- line gradient descent with distributed time-series data,.

Multimodal Online Federated Learning with Modality Missing in Internet of Things Fedqogd: Federated quantized on- line gradient descent with distributed time-series data,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.077976Z

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.

Pith citing papers

No inbound Pith citation observations are available.