Paper Citation Record · LEDGER

Empowering Intelligent Low-altitude Economy with Large AI Model Deployment

As of 10 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 2 inbound Pith citation observations for arXiv:2505.22343.

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

pith.paper-citation-record.v1
2505.22343 v2

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:13:42.807185Z

measured 18 of 18 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T16:53:37.280797Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T10:01:13.385938Z

Reference resolution

16 of 16 outbound references displayed

verified exact0
verified fuzzy12
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1958784a-2517-492d-a94f-1b6cbdbf2ef1 · outbound

This paper cites Embodied AI-empowered Low Altitude Economy: Integrated Sensing, Communications, Computation, and Control (ISC3).

Empowering Intelligent Low-altitude Economy with Large AI Model Deployment Embodied AI-empowered Low Altitude Economy: Integrated Sensing, Communications, Computation, and Control (ISC3)

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:41.485242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cca9347d-6a5f-4e06-87fc-4d3ee5e5d22f · outbound

This paper cites Generative AI based secure wireless sensing for ISAC Networks,.

Empowering Intelligent Low-altitude Economy with Large AI Model Deployment Generative AI based secure wireless sensing for ISAC Networks,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:45.267718Z

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 abd8666f-e780-4fe4-9186-03f996a160cd · outbound

This paper cites Leveraging large language models for integrated satellite-aerial-terrestrial networks: Recent advances and future directions,.

Empowering Intelligent Low-altitude Economy with Large AI Model Deployment Leveraging large language models for integrated satellite-aerial-terrestrial networks: Recent advances and future directions,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:45.056276Z

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 b37a22b6-8a47-4d1c-a047-29e77c9763c7 · outbound

This paper cites Generative AI-enabled Wireless Communications for Robust Low-Altitude Economy Networking.

Empowering Intelligent Low-altitude Economy with Large AI Model Deployment Generative AI-enabled Wireless Communications for Robust Low-Altitude Economy Networking

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:41.745443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8352a16-d6b0-4282-83a3-6ddee512bb3b · outbound

This paper cites Cooperative generative AI for UA V-based scenarios: An intelligent cooperative framework,.

Empowering Intelligent Low-altitude Economy with Large AI Model Deployment Cooperative generative AI for UA V-based scenarios: An intelligent cooperative framework,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:44.860536Z

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 7b762c9a-12f3-4322-bcfa-9e6579d08392 · outbound

This paper cites Rethinking resource management in edge learning: A joint pre-training and fine- tuning design paradigm,.

Empowering Intelligent Low-altitude Economy with Large AI Model Deployment Rethinking resource management in edge learning: A joint pre-training and fine- tuning design paradigm,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:44.690615Z

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 a7534864-2aaf-486e-8733-cb4c6a32203d · outbound

This paper cites Cost-efficient computation offloading in SAGIN: A deep reinforcement learning and perception-aided approach,.

Empowering Intelligent Low-altitude Economy with Large AI Model Deployment Cost-efficient computation offloading in SAGIN: A deep reinforcement learning and perception-aided approach,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:44.496106Z

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 648b28e2-c598-47f7-b212-a786146d850e · outbound

This paper cites The larger the merrier? Efficient large AI model inference in wireless edge networks,.

Empowering Intelligent Low-altitude Economy with Large AI Model Deployment The larger the merrier? Efficient large AI model inference in wireless edge networks,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:44.315797Z

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 b8d38988-08e3-419e-9d83-61fe5c9b75cf · outbound

This paper cites Large language model based multi-objective optimization for integrated sensing and communications in UA V networks,.

Empowering Intelligent Low-altitude Economy with Large AI Model Deployment Large language model based multi-objective optimization for integrated sensing and communications in UA V networks,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:44.085834Z

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 01359d5a-28f3-443c-8453-3cebbc4b719a · outbound

This paper cites A tutorial on environment-aware communications via channel knowledge map for 6G,.

Empowering Intelligent Low-altitude Economy with Large AI Model Deployment A tutorial on environment-aware communications via channel knowledge map for 6G,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:43.859476Z

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 c9c00517-3c9a-460b-a1cf-ac819676afda · outbound

This paper cites A survey on integrated sensing, communication, and computation,.

Empowering Intelligent Low-altitude Economy with Large AI Model Deployment A survey on integrated sensing, communication, and computation,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:43.654102Z

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 3e253bf4-ed9c-4913-905d-96a914c533bd · outbound

This paper cites Joint maneuver and beamforming design for UA V-enabled integrated sensing and communication,.

Empowering Intelligent Low-altitude Economy with Large AI Model Deployment Joint maneuver and beamforming design for UA V-enabled integrated sensing and communication,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:42.649879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23c4bb86-803c-492c-af61-fcb41915feb8 · outbound

This paper cites UA V-aided radio map construction exploiting environment semantics,.

Empowering Intelligent Low-altitude Economy with Large AI Model Deployment UA V-aided radio map construction exploiting environment semantics,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:43.470572Z

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 4c52a6f8-040f-494e-a7ba-e3cec65e26cb · outbound

This paper cites Goal-oriented semantic communication with message-sharing NOMA for metaverse,.

Empowering Intelligent Low-altitude Economy with Large AI Model Deployment Goal-oriented semantic communication with message-sharing NOMA for metaverse,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:43.310631Z

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 236222da-cf24-4438-955e-e654678df8c2 · outbound

This paper cites Pushing AI to wireless network edge: An overview on integrated sensing, communication, and computation towards 6G,.

Empowering Intelligent Low-altitude Economy with Large AI Model Deployment Pushing AI to wireless network edge: An overview on integrated sensing, communication, and computation towards 6G,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:13:43.208220Z

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 bc328793-bf6d-409b-80ab-fa7bbf7389aa · outbound

This paper cites The Larger the Merrier? Efficient Large AI Model Inference in Wireless Edge Networks.

Empowering Intelligent Low-altitude Economy with Large AI Model Deployment The Larger the Merrier? Efficient Large AI Model Inference in Wireless Edge Networks

Reference 2025

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T13:13:42.974242Z

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.

Pith citing papers

Observation 264b3c17-97f6-4018-8f79-f71221e1f1bb · inbound

Near-Field Integrated Imaging and Communication in Distributed MIMO Networks cites this paper.

Near-Field Integrated Imaging and Communication in Distributed MIMO Networks Empowering Intelligent Low-altitude Economy with Large AI Model Deployment

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T16:53:37.280797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e106d8e-9ee3-490c-8146-de20617d3e33 · inbound

The Role of ISAC in 6G Networks: Enabling Next-Generation Wireless Systems cites this paper.

The Role of ISAC in 6G Networks: Enabling Next-Generation Wireless Systems Empowering Intelligent Low-altitude Economy with Large AI Model Deployment

Reference 227

Resolution: verified exact; arxiv_id, observed 2026-05-18T10:01:13.388574Z

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.