Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Towards Resilient Federated Learning in CyberEdge Networks: Recent Advances and Future Trends
As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2504.01240.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-12T17:18:42.590627Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-11T02:45:58.723940Z
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 19d71ed9-4584-4fed-9503-87057a31eabc · inbound
Graph Representation Learning Augmented Model Manipulation on Federated Fine-Tuning of LLMs cites this paper.
Graph Representation Learning Augmented Model Manipulation on Federated Fine-Tuning of LLMs Towards Resilient Federated Learning in CyberEdge Networks: Recent Advances and Future Trends
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T02:45:58.726521Z
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.
Observation ee7ac98e-9be2-40d6-b91a-dcd596d9bbbf · inbound
Graph Representation Learning Augmented Model Manipulation on Federated Fine-Tuning of LLMs cites this paper.
Graph Representation Learning Augmented Model Manipulation on Federated Fine-Tuning of LLMs Towards Resilient Federated Learning in CyberEdge Networks: Recent Advances and Future Trends
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T17:18:42.590627Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.