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Paper Citation Record · LEDGER

Generative AI-enabled Wireless Communications for Robust Low-Altitude Economy Networking

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 inbound Pith citation observations for arXiv:2502.18118.

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

pith.paper-citation-record.v1
2502.18118 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:20:17.017106Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T21:02:05.701826Z

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 dad1e0b0-ff02-42e6-bc5e-35f3b982d05a · inbound

Temporal Spectrum Cartography in Low-Altitude Economy Networks: A Generative AI Framework with Multi-Agent Learning cites this paper.

Temporal Spectrum Cartography in Low-Altitude Economy Networks: A Generative AI Framework with Multi-Agent Learning Generative AI-enabled Wireless Communications for Robust Low-Altitude Economy Networking

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T15:20:17.017106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:20:17.017106Z digest=sha256:9cf8550dbe9389638d67d11472913e159c4fd9f09f4eddb1e37d808506be9e38

Observation b37a22b6-8a47-4d1c-a047-29e77c9763c7 · inbound

Empowering Intelligent Low-altitude Economy with Large AI Model Deployment cites this paper.

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.

source=pdf_text observed=2026-08-07T13:13:41.745443Z digest=sha256:c77b78eb1a48e75f43a1ecdf2de46febf38ef197091bb94276a6d940453f5edf

Observation ca7714dd-b7e2-4737-9705-7676c5e49110 · inbound

World Models for Cognitive Agents: Transforming Edge Intelligence in Future Networks cites this paper.

World Models for Cognitive Agents: Transforming Edge Intelligence in Future Networks Generative AI-enabled Wireless Communications for Robust Low-Altitude Economy Networking

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T12:08:35.649532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:08:35.649532Z digest=sha256:526308442cf3087ef53c5435a33d8ff45447a006800db102d35a6b14510b0376

Observation 6ca7bd68-8a94-4d32-842c-1c771e344f9a · inbound

From Ground to Sky: Architectures, Applications, and Challenges Shaping Low-Altitude Wireless Networks cites this paper.

From Ground to Sky: Architectures, Applications, and Challenges Shaping Low-Altitude Wireless Networks Generative AI-enabled Wireless Communications for Robust Low-Altitude Economy Networking

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T00:57:22.090454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:57:22.090454Z digest=sha256:831ac8ad6aac4678bcdefb0de283dcb86cd5a4ad858a47fe0f35eef208601acb

Observation ea8e7686-3a9f-424c-b5b2-60de9f6e700a · inbound

On secure UAV-aided ISCC systems cites this paper.

On secure UAV-aided ISCC systems Generative AI-enabled Wireless Communications for Robust Low-Altitude Economy Networking

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T00:43:44.007094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:43:44.007094Z digest=sha256:e529be854da4683ea026a4e4868d2bc3125581782062f31dd0dcae3c484e5e53

Observation 35aa50b8-a67b-4bb7-9f23-42762b3a026a · inbound

Joint Task Offloading and Resource Allocation in Low-Altitude MEC via Graph Attention Diffusion cites this paper.

Joint Task Offloading and Resource Allocation in Low-Altitude MEC via Graph Attention Diffusion Generative AI-enabled Wireless Communications for Robust Low-Altitude Economy Networking

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T22:20:14.300576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:20:14.300576Z digest=sha256:eae636fa9bb2c295904c650f0613cded78a606a79fe49a9d98af93d578e1e54e

Observation 1a8c8a4c-520a-4c3d-907a-ebd8fc7fd14e · 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 Generative AI-enabled Wireless Communications for Robust Low-Altitude Economy Networking

Reference 103

Resolution
unresolved
no resolver link, observed 2026-08-06T21:16:14.851767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:16:14.851767Z digest=sha256:ea48429a31d8707b5504ed4d80dd0ec5bc968ab6345b680571a4415341d91310

Observation e0f97276-bb1d-47b9-a6e7-71a5c4065f6a · inbound

Predictive Control over Low-Altitude Wireless Networks: Joint Trajectory Design and Resource Allocation cites this paper.

Predictive Control over Low-Altitude Wireless Networks: Joint Trajectory Design and Resource Allocation Generative AI-enabled Wireless Communications for Robust Low-Altitude Economy Networking

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T20:38:34.551301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:38:34.551301Z digest=sha256:ea28da2b0edfdbac8f8080fc93047978ad65b250b98fb06a163ff0690ad19192

Observation 35626717-e9c6-4bd1-a128-c2fb51b0bca9 · inbound

Energy-Efficient RSMA-enabled Low-altitude MEC Optimization Via Generative AI-enhanced Deep Reinforcement Learning cites this paper.

Energy-Efficient RSMA-enabled Low-altitude MEC Optimization Via Generative AI-enhanced Deep Reinforcement Learning Generative AI-enabled Wireless Communications for Robust Low-Altitude Economy Networking

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T16:45:52.320309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:45:52.320309Z digest=sha256:32d1bfd47453fceb94c4eb6226aaa081dce2381959a60451198c1d4c2fee8054

Observation 711db800-f3fd-43bc-aefe-14c362710d99 · inbound

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches cites this paper.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Generative AI-enabled Wireless Communications for Robust Low-Altitude Economy Networking

Reference 107

Resolution
unresolved
no resolver link, observed 2026-08-06T15:56:49.217284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:56:49.217284Z digest=sha256:9756e632f660e38ad08b02fd7101561a1aa89d09e8d0f35e45ab7be925bca46d

Observation 47a75d3f-c2d5-4c3b-85a4-98fbddb56c91 · inbound

Edge General Intelligence Through World Models and Agentic AI: Fundamentals, Solutions, and Challenges cites this paper.

Edge General Intelligence Through World Models and Agentic AI: Fundamentals, Solutions, and Challenges Generative AI-enabled Wireless Communications for Robust Low-Altitude Economy Networking

Reference 44

Resolution
verified exact
local_arxiv, observed 2026-08-05T21:02:05.706700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-05T21:02:04.179777Z digest=sha256:32ff38e2c463b76b980279a67c74adf9db835afdf87399537d03c198fda6ec2c

Observation a2eaa8ac-31ad-46fb-abb0-b1e89cc30b3f · inbound

Hierarchical Online Optimization Approach for IRS-enabled Low-altitude MEC in Vehicular Networks cites this paper.

Hierarchical Online Optimization Approach for IRS-enabled Low-altitude MEC in Vehicular Networks Generative AI-enabled Wireless Communications for Robust Low-Altitude Economy Networking

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-03T13:22:13.563314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:22:13.563314Z digest=sha256:99a978ed991188524d04ed2984c4da642484b639c1432d4140680afe91a90de7