Pith. sign in

Paper Citation Record · LEDGER

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

As of 8 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 2026-08-08T06:32:00.761636+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=sha256:929ec021d7193c852d8d7b2efd93f2333099c8003737d91ee1ab15299d62aedd

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=sha256:71ee78bac2a4b7011423c38d3ae6ec111589d20dc0707c88df5424adf7d14ca3

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=sha256:3f8414d1ed68b59e83c8f9c3f5ccb1e098e24aa2689b259a731b64be49bd40dd

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:d34abf28e9c015edcb52759f4d98e7b038ce07750389a72f00d88ae0489da744

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=sha256:01e68f351c0bf0dd0df54d0054c4d155c3b5dc28969463e786a1b1471648785d

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:a9b8137423a59f60987d6f61ad7fef4726ef7c13059d1081c6db821508181618

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:fa5b22cfa3f9bcbc580449104c61d98c4fb6997abbeab6a4ff44f34a155546cd

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=sha256:003bb9be7513a0bdede562d6af00716e245c2faf2622e5fe312fddddb8246531

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=sha256:4283fb1073b5049f8aab21428be3c4daca5b82f179b6fd25be6564ea17bc9147

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=sha256:92adacbb6a7f7fc9afb64f55388b36f1de89d5ec31a41c49f9d4feba5da7a1bd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T21:02:04.179777Z digest=sha256:7840bae28a22870b935aa43167f1a2548b058aff012aef9e2326b968bb2cc14f

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=sha256:9527954543893bfde3a075018a33ecf13a23829a789b09a2ba9bb93d69a7f36b