Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Optimizing Generative AI Networking: A Dual Perspective with Multi-Agent Systems and Mixture of Experts
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2405.12472.
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 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T21:16:15.015966Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T04:50:32.988554Z
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 7bb0c40c-82e5-4582-9a7c-556cf6ce3d68 · inbound
Toward Edge General Intelligence with Multiple-Large Language Model (Multi-LLM): Architecture, Trust, and Orchestration cites this paper.
Toward Edge General Intelligence with Multiple-Large Language Model (Multi-LLM): Architecture, Trust, and Orchestration Optimizing Generative AI Networking: A Dual Perspective with Multi-Agent Systems and Mixture of Experts
Reference 177
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T21:16:15.015966Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce6995af-a29d-4357-992f-100fdfa5576b · inbound
Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions cites this paper.
Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Optimizing Generative AI Networking: A Dual Perspective with Multi-Agent Systems and Mixture of Experts
Reference 71
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T16:20:59.294958Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40fc763c-8a23-4a02-889b-2df975bbf2a4 · inbound
Large Language Models for Next-Generation Wireless Network Management: A Survey and Tutorial cites this paper.
Large Language Models for Next-Generation Wireless Network Management: A Survey and Tutorial Optimizing Generative AI Networking: A Dual Perspective with Multi-Agent Systems and Mixture of Experts
Reference 232
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T04:50:32.993078Z
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.