Paper Citation Record · LEDGER

Multimodal Federated Learning via Contrastive Representation Ensemble

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2302.08888.

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

pith.paper-citation-record.v1
2302.08888 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:01:09.204005Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-01T09:45:40.597440Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 9a8ea774-8e0b-4eee-b241-a09156010884 · inbound

Multimodal Federated Learning With Missing Modalities through Feature Imputation Network cites this paper.

Multimodal Federated Learning With Missing Modalities through Feature Imputation Network Multimodal Federated Learning via Contrastive Representation Ensemble

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:09.204005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dd096db-016c-467e-be6b-6038e139a64e · inbound

Multimodal Federated Learning: A Survey through the Lens of Different FL Paradigms cites this paper.

Multimodal Federated Learning: A Survey through the Lens of Different FL Paradigms Multimodal Federated Learning via Contrastive Representation Ensemble

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T13:28:15.138645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72ca28b4-8ac5-47ff-bf5d-ff6cf39a933e · inbound

FedNano: Toward Lightweight Federated Tuning for Pretrained Multimodal Large Language Models cites this paper.

FedNano: Toward Lightweight Federated Tuning for Pretrained Multimodal Large Language Models Multimodal Federated Learning via Contrastive Representation Ensemble

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T04:18:32.671353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c823a7f-c63b-4a60-83e8-36041cbab6bd · inbound

Sheaf-Based Decentralized Multimodal Learning for Next-Generation Wireless Communication Systems cites this paper.

Sheaf-Based Decentralized Multimodal Learning for Next-Generation Wireless Communication Systems Multimodal Federated Learning via Contrastive Representation Ensemble

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T22:11:55.203937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e415181d-e01e-4eea-b643-22be44bfd305 · inbound

DRAGD: A Federated Unlearning Data Reconstruction Attack Based on Gradient Differences cites this paper.

DRAGD: A Federated Unlearning Data Reconstruction Attack Based on Gradient Differences Multimodal Federated Learning via Contrastive Representation Ensemble

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T17:56:02.030115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 221920c0-6c2d-4979-942a-24c54b7f5ff3 · inbound

Federated Cross-Modal Retrieval with Missing Modalities via Semantic Routing and Adapter Personalization cites this paper.

Federated Cross-Modal Retrieval with Missing Modalities via Semantic Routing and Adapter Personalization Multimodal Federated Learning via Contrastive Representation Ensemble

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:06:09.268190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d9307656-0ece-4ab7-acc2-5a8424ae0e5f · inbound

Conditional Imputation for Within-Modality Missingness in Multi-Modal Federated Learning cites this paper.

Conditional Imputation for Within-Modality Missingness in Multi-Modal Federated Learning Multimodal Federated Learning via Contrastive Representation Ensemble

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:36:09.732659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 25552e5a-fb62-480e-9813-63049ed1c338 · inbound

STAGE: Tackling Semantic Drift in Multimodal Federated Graph Learning cites this paper.

STAGE: Tackling Semantic Drift in Multimodal Federated Graph Learning Multimodal Federated Learning via Contrastive Representation Ensemble

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-13T07:42:30.402324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f7bd41ea-539f-4626-ac7c-261df2f17b1e · inbound

FedLAB: Traceable Semantic Codebooks for Federated Multimodal Graph Foundation Learning cites this paper.

FedLAB: Traceable Semantic Codebooks for Federated Multimodal Graph Foundation Learning Multimodal Federated Learning via Contrastive Representation Ensemble

Reference 208

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T09:45:40.599014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a0dda10c-0881-48bf-838e-e81a6f9c0205 · inbound

FedTaste: Topology-Aware Structural Transfer for Multimodal Federated Learning with Missing Modalities cites this paper.

FedTaste: Topology-Aware Structural Transfer for Multimodal Federated Learning with Missing Modalities Multimodal Federated Learning via Contrastive Representation Ensemble

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T00:03:20.970765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.