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Paper Citation Record · LEDGER

Learning to Specialize: Joint Gating-Expert Training for Adaptive MoEs in Decentralized Settings

As of 4 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2306.08586.

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

pith.paper-citation-record.v1
2306.08586 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-26T00:27:41.609691Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-10T06:15:00.866473Z

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 41ed3f5f-fac8-49c9-976b-246a078e0cc4 · inbound

FLEX-MoE: Federated Mixture-of-Experts with Load-balanced Expert Assignment for Edge Computing cites this paper.

FLEX-MoE: Federated Mixture-of-Experts with Load-balanced Expert Assignment for Edge Computing Learning to Specialize: Joint Gating-Expert Training for Adaptive MoEs in Decentralized Settings

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-21T15:40:18.950006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-21T15:36:06.671533Z digest=sha256:9d14e1adb959c65bcde96d8b8da2fe01d543c6d60b0f20c9cc9cc4a97bead22f

Observation 2fa6cc7a-200c-4ad1-9614-032dfc5a4d47 · inbound

FedCoE: Bridging Generalization and Personalization via Federated Coordinated Dual-level MoEs cites this paper.

FedCoE: Bridging Generalization and Personalization via Federated Coordinated Dual-level MoEs Learning to Specialize: Joint Gating-Expert Training for Adaptive MoEs in Decentralized Settings

Reference 24

Resolution
metadata mismatch
arxiv_id, observed 2026-05-21T06:29:42.160234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-21T06:27:19.558428Z digest=sha256:5da1b2cad59ef860caad1c5bf705408a75c29357aa85df45936f4ba7ab3c0097

Observation ef877983-9275-4184-a71b-adb4e5d264b6 · inbound

Retrieval-Augmented Personalization with Foundation Models for Wearable Stress Detection cites this paper.

Retrieval-Augmented Personalization with Foundation Models for Wearable Stress Detection Learning to Specialize: Joint Gating-Expert Training for Adaptive MoEs in Decentralized Settings

Reference 133

Resolution
verified exact
arxiv_id, observed 2026-06-26T00:28:42.926668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T00:27:41.609691Z digest=sha256:ebc720559259c693207a2473f2d709429eafe2135e442dc8b70c8486602b9009