Paper Citation Record · LEDGER

SANNet: A Semantic-Aware Agentic AI Networking Framework for Multi-Agent Cross-Layer Coordination

As of 10 August 2026, this Paper Citation Record lists 10 of 10 outbound references and 1 inbound Pith citation observation for arXiv:2505.18946.

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

pith.paper-citation-record.v1
2505.18946 v1

Coverage vector

measured 10 of 10 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:28:13.325770Z

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:07:06.595982Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T00:07:25.106568Z

Reference resolution

10 of 10 outbound references displayed

verified exact0
verified fuzzy8
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 55f2317b-3818-4165-abdc-4fb4d6ddcd40 · outbound

This paper cites 6G network AI architecture for everyone-centric customized services,.

SANNet: A Semantic-Aware Agentic AI Networking Framework for Multi-Agent Cross-Layer Coordination 6G network AI architecture for everyone-centric customized services,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:28:14.723671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8adc0954-86dc-433d-b177-a23cf32794e7 · outbound

This paper cites Toward Self-Learning Edge Intelligence in 6G,.

SANNet: A Semantic-Aware Agentic AI Networking Framework for Multi-Agent Cross-Layer Coordination Toward Self-Learning Edge Intelligence in 6G,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:28:14.574595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b7eb4271-7b45-41f9-9e58-65dad8591bc1 · outbound

This paper cites Position: Levels of AGI for operationalizing progress on the path to agi,.

SANNet: A Semantic-Aware Agentic AI Networking Framework for Multi-Agent Cross-Layer Coordination Position: Levels of AGI for operationalizing progress on the path to agi,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:28:14.453278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f03b8996-600d-4732-be54-6a7684751764 · outbound

This paper cites Agent AI: Surveying the Horizons of Multimodal Interaction.

SANNet: A Semantic-Aware Agentic AI Networking Framework for Multi-Agent Cross-Layer Coordination Agent AI: Surveying the Horizons of Multimodal Interaction

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T14:28:12.720082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0a114ec-a944-4075-b28d-2a4ebc955e7f · outbound

This paper cites Practices for governing agentic ai systems,.

SANNet: A Semantic-Aware Agentic AI Networking Framework for Multi-Agent Cross-Layer Coordination Practices for governing agentic ai systems,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:28:14.291035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 723db0f6-4465-44d4-9c90-13ba92cc5672 · outbound

This paper cites Towards agentic AI networking in 6G: A generative foundation model-as-agent approach,.

SANNet: A Semantic-Aware Agentic AI Networking Framework for Multi-Agent Cross-Layer Coordination Towards agentic AI networking in 6G: A generative foundation model-as-agent approach,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:28:14.120664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 985b8332-43f0-4cfa-8ac0-db550df39375 · outbound

This paper cites Requirements of semantic-aware networking for future networks,.

SANNet: A Semantic-Aware Agentic AI Networking Framework for Multi-Agent Cross-Layer Coordination Requirements of semantic-aware networking for future networks,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:28:13.912729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4760932f-7fea-4a48-b154-6b88ac149b74 · outbound

This paper cites Multiple-gradient descent algorithm (mgda) for multiobjective optimization,.

SANNet: A Semantic-Aware Agentic AI Networking Framework for Multi-Agent Cross-Layer Coordination Multiple-gradient descent algorithm (mgda) for multiobjective optimization,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:28:13.742821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 63f83fde-d9ff-42f9-b1c6-f4d32d1f775c · outbound

This paper cites Three-way trade-off in multi-objective learning: Optimization, generalization and conflict- avoidance,.

SANNet: A Semantic-Aware Agentic AI Networking Framework for Multi-Agent Cross-Layer Coordination Three-way trade-off in multi-objective learning: Optimization, generalization and conflict- avoidance,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:28:13.595140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a48079ef-896c-49d3-9204-06c367f1232a · outbound

This paper cites Towards an AI/ML-driven SMO Framework in O-RAN: Scenarios, Solutions, and Challenges.

SANNet: A Semantic-Aware Agentic AI Networking Framework for Multi-Agent Cross-Layer Coordination Towards an AI/ML-driven SMO Framework in O-RAN: Scenarios, Solutions, and Challenges

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:28:13.325770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation c48d4ca1-d478-4189-a62f-9740d17de836 · inbound

From Network Automation to Trustworthy Autonomous Networking in the LLM Era: A Network Control Intelligence Perspective cites this paper.

From Network Automation to Trustworthy Autonomous Networking in the LLM Era: A Network Control Intelligence Perspective SANNet: A Semantic-Aware Agentic AI Networking Framework for Multi-Agent Cross-Layer Coordination

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-08-06T00:07:25.155992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.