Paper Citation Record · LEDGER

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

As of 8 August 2026, this Paper Citation Record lists 100 of 255 outbound references and 3 inbound Pith citation observations for arXiv:2507.14633.

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

pith.paper-citation-record.v1
2507.14633 v1

Coverage vector

measured 100 of 255 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:56:49.082756Z

measured 103 of 103 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T04:50:32.043732Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T18:50:05.104301Z

Reference resolution

100 of 255 outbound references displayed

verified exact6
verified fuzzy0
unresolved87
parse uncertain0
malformed identifier2
metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1bb72ebb-06dc-4a38-ac0e-457df55aad0c · outbound

This paper cites Unauthorized UA V countermeasure for low-altitude economy: Joint communications and jamming based on MIMO cellular systems,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Unauthorized UA V countermeasure for low-altitude economy: Joint communications and jamming based on MIMO cellular systems,

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f0ad192-82a5-4d24-a0a6-b93790066f6d · outbound

This paper cites LEO-satellite-assisted UA V: Joint trajectory and data collection for Internet of remote things in 6G aerial access networks,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches LEO-satellite-assisted UA V: Joint trajectory and data collection for Internet of remote things in 6G aerial access networks,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:46.414965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbb9d2d2-f4b4-47e6-a560-c8c0f56d3280 · outbound

This paper cites The state of urban air mobility research: An assessment of challenges and opportunities,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches The state of urban air mobility research: An assessment of challenges and opportunities,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:46.531753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d02387dd-c496-4605-85ff-a514a09cf75d · outbound

This paper cites Transfer optimization for heterogeneous drone delivery and pickup problem,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Transfer optimization for heterogeneous drone delivery and pickup problem,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:46.646902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b2b55cc-6594-4585-9702-24ec24fb5c36 · outbound

This paper cites The potential of low-altitude airspace: The future of urban air transportation,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches The potential of low-altitude airspace: The future of urban air transportation,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:46.741015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ca4c2a8-1c5a-461d-bc2c-9385454b934e · outbound

This paper cites Low-earth orbit satellite constellations for global communication network connectivity,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Low-earth orbit satellite constellations for global communication network connectivity,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:46.819555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df4b7cfa-1efe-4472-9363-2dcda9efcdec · outbound

This paper cites Reliable and low- overhead clustering in LEO small satellite networks,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Reliable and low- overhead clustering in LEO small satellite networks,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:46.935889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0bb2283-7837-4fd2-a5d2-b5d562c155dd · outbound

This paper cites Near-space communications: The last piece of 6G space–air–ground–sea integrated network puzzle,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Near-space communications: The last piece of 6G space–air–ground–sea integrated network puzzle,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:47.098275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdbd885e-43a5-4427-a489-8d30ce4bf2d5 · outbound

This paper cites Secure Physical Layer Communications for Low-Altitude Economy Networking: A Survey.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Secure Physical Layer Communications for Low-Altitude Economy Networking: A Survey

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:47.220514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7ec9e3f-b378-4443-a107-650838b330b1 · outbound

This paper cites A survey of wireless networks for future aerial communications (FACOM),.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches A survey of wireless networks for future aerial communications (FACOM),

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:47.333297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec721ac1-77d7-458c-a003-29ef26a4c1ee · outbound

This paper cites A survey on technologies, standards and open challenges in satellite IoT,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches A survey on technologies, standards and open challenges in satellite IoT,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:47.442541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d6ca64d-1aa4-451e-ac75-67cf689ad8e0 · outbound

This paper cites Performance evaluation for latency-stability tradeoff in satellite-terrestrial integrated networks,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Performance evaluation for latency-stability tradeoff in satellite-terrestrial integrated networks,

Reference 12

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T15:56:54.988197Z

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.

Observation afe29e91-ef3a-4c33-9db8-9bea643a0bd2 · outbound

This paper cites A survey on random access protocols in direct-access LEO satellite-based IoT communication,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches A survey on random access protocols in direct-access LEO satellite-based IoT communication,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:47.841075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f49c236-a99b-4b31-92c0-a74bfebd8099 · outbound

This paper cites Accessed: Jun.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Accessed: Jun

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:47.846954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffd46250-c38e-472d-8554-4692a53f8c2a · outbound

This paper cites A novel graph-based multi-layer framework for managing drone BVLoS operations,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches A novel graph-based multi-layer framework for managing drone BVLoS operations,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:47.855655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ede900e9-aacf-49fe-9c28-8992480b4632 · outbound

This paper cites Towards a heuristic optimizer for a target time management system in air traffic flow management,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Towards a heuristic optimizer for a target time management system in air traffic flow management,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:47.859931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0be1b251-6df1-491e-a9fc-7abd121e5153 · outbound

This paper cites Dynamic SFC em- bedding algorithm assisted by federated learning in space-air-ground- integrated network resource allocation scenario,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Dynamic SFC em- bedding algorithm assisted by federated learning in space-air-ground- integrated network resource allocation scenario,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:47.863423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a68a206a-8134-4946-9e81-3b795f09d1f3 · outbound

This paper cites Hierarchical domain-based multicontroller deployment strategy in SDN-enabled space-air-ground integrated network,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Hierarchical domain-based multicontroller deployment strategy in SDN-enabled space-air-ground integrated network,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:47.867370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f95aa00-4010-4268-801f-0ad331b8dae5 · outbound

This paper cites Deep generative models in the industrial Internet of things: A survey,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Deep generative models in the industrial Internet of things: A survey,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:47.871305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b3f5b65-0d0e-46a9-9c37-5c18473afe45 · outbound

This paper cites Internet of agents: Fundamentals, applications, and challenges,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Internet of agents: Fundamentals, applications, and challenges,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:47.875025Z

Source-reported events for the cited work

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Observation a349075a-637e-4454-8009-fad575390c2e · outbound

This paper cites From predictive and generative to agentic AI: Shaping the future of marketing operations and strategies,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches From predictive and generative to agentic AI: Shaping the future of marketing operations and strategies,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:47.878668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 295aef5c-f047-416c-b386-af972ff17698 · outbound

This paper cites Parallel emergency management of incidents by integrating OODA and PREA loops: The C2 mechanism and modes,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Parallel emergency management of incidents by integrating OODA and PREA loops: The C2 mechanism and modes,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:47.882801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cf5733c-453a-488c-91f0-d0c7d6cfe58f · outbound

This paper cites Agentic AI: Autonomous intelligence for complex goals—A comprehensive survey,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Agentic AI: Autonomous intelligence for complex goals—A comprehensive survey,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:47.886615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b37944c6-7da8-4287-ab99-0979e3d74ec4 · outbound

This paper cites Generative AI for Unmanned Vehicle Swarms: Challenges, Applications and Opportunities.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Generative AI for Unmanned Vehicle Swarms: Challenges, Applications and Opportunities

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:56:54.737874Z

Source-reported events for the cited work

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Observation b6f31339-de60-4186-8b64-d7230a099b73 · outbound

This paper cites Large language model agents for radio map generation and wireless network planning,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Large language model agents for radio map generation and wireless network planning,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:47.895194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38589aac-69c0-4bea-88e5-7d346506ab9a · outbound

This paper cites An enhanced AI-based network intrusion detection system using generative adversarial networks,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches An enhanced AI-based network intrusion detection system using generative adversarial networks,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:47.902960Z

Source-reported events for the cited work

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Observation fdd89fbe-9e9c-4eae-9499-60ad5208695f · outbound

This paper cites Generative AI-driven multi-agent DRL for task allocation in UA V- assisted EMPD within 6G-enabled SAGIN networks,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Generative AI-driven multi-agent DRL for task allocation in UA V- assisted EMPD within 6G-enabled SAGIN networks,

Reference 27

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T15:56:54.511130Z

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.

Observation 972028c3-0566-4290-914f-ab3d942fb7b8 · outbound

This paper cites Integration of LLM and human-AI coordination for power dispatching with connected electric vehicles under SAGVNs,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Integration of LLM and human-AI coordination for power dispatching with connected electric vehicles under SAGVNs,

Reference 28

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Source-reported events for the cited work

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Observation 57cd8004-0e01-4737-ac44-f233c041c594 · outbound

This paper cites At the dawn of generative AI era: A tutorial-cum-survey on new frontiers in 6G wireless intelligence,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches At the dawn of generative AI era: A tutorial-cum-survey on new frontiers in 6G wireless intelligence,

Reference 29

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Observation e1321599-4334-4d66-a823-6a8ff76fe078 · outbound

This paper cites Constructing 4D Radio Map in LEO Satellite Networks with Limited Samples.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Constructing 4D Radio Map in LEO Satellite Networks with Limited Samples

Reference 30

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Observation b3dddd36-dcf6-4569-b4ce-5a691340bf8f · outbound

This paper cites High-altitude-UA V-relayed satellite D2D communications for 6G IoT network,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches High-altitude-UA V-relayed satellite D2D communications for 6G IoT network,

Reference 31

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Source-reported events for the cited work

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Observation bdd244a7-23c4-43fc-a6e6-900e51449e22 · outbound

This paper cites CWGAN-based channel modeling of convolutional autoencoder-aided SCMA for satellite- terrestrial communication,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches CWGAN-based channel modeling of convolutional autoencoder-aided SCMA for satellite- terrestrial communication,

Reference 32

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This paper cites Generative AI for space-air-ground integrated networks,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Generative AI for space-air-ground integrated networks,

Reference 33

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This paper cites Toward a fully-observable Markov decision process with generative models for integrated 6G- non-terrestrial networks,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Toward a fully-observable Markov decision process with generative models for integrated 6G- non-terrestrial networks,

Reference 34

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This paper cites Transformer neural network for throughput improvement in non-terrestrial networks,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Transformer neural network for throughput improvement in non-terrestrial networks,

Reference 35

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Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Space-based electromagnetic spectrum sensing and situation awareness,

Reference 36

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Observation 66fe0cb9-ebd7-4031-84a7-75dca3866b93 · outbound

This paper cites SC- GAN: A spectrum cartography with satellite Internet based on Pix2Pix generative adversarial network,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches SC- GAN: A spectrum cartography with satellite Internet based on Pix2Pix generative adversarial network,

Reference 37

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Observation b471c3b6-0775-4036-8acd-03bf7edd70d3 · outbound

This paper cites Routing for space-air-ground inte- grated network with GAN-powered deep reinforcement learning,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Routing for space-air-ground inte- grated network with GAN-powered deep reinforcement learning,

Reference 38

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Source-reported events for the cited work

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Observation bbbc7627-733a-43ff-ac3c-f9333744fe54 · outbound

This paper cites Generative AI-aided vertical handover decision in SAGIN for IoT with integrated sensing and communication,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Generative AI-aided vertical handover decision in SAGIN for IoT with integrated sensing and communication,

Reference 39

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Observation e2703501-d634-4a96-9a8b-6916f194fbcf · outbound

This paper cites Carrier aggregation, load balanc- ing, and backhauling in non-terrestrial networks: Generative diffusion model-based optimization,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Carrier aggregation, load balanc- ing, and backhauling in non-terrestrial networks: Generative diffusion model-based optimization,

Reference 40

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Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Diffusion-enabled digital twin synchronization for AIGC services in space-air-ground-integrated networks,

Reference 41

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This paper cites Generative adversarial imitation learning assisted virtual network em- bedding algorithm for space-air-ground integrated network,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Generative adversarial imitation learning assisted virtual network em- bedding algorithm for space-air-ground integrated network,

Reference 42

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This paper cites Generative AI agents with large language model for satellite networks via a mixture of experts transmission,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Generative AI agents with large language model for satellite networks via a mixture of experts transmission,

Reference 43

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Observation c6418474-0966-4765-8135-ef197cc3c095 · outbound

This paper cites An Autonomous Network Orchestration Framework Integrating Large Language Models with Continual Reinforcement Learning.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches An Autonomous Network Orchestration Framework Integrating Large Language Models with Continual Reinforcement Learning

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:56:54.190470Z

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This paper cites Space-air-ground integrated networks with task-driven connected intelligence,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Space-air-ground integrated networks with task-driven connected intelligence,

Reference 45

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This paper cites Multi- objective aerial collaborative secure communication optimization via generative diffusion model-enabled deep reinforcement learning,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Multi- objective aerial collaborative secure communication optimization via generative diffusion model-enabled deep reinforcement learning,

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:47.980008Z

Source-reported events for the cited work

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Observation c7c2737a-3e5e-40b6-94aa-d514b8c2dbe6 · outbound

This paper cites Generative adversarial network based resource optimization for UA V jamming assisted cog- nitive covert communication,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Generative adversarial network based resource optimization for UA V jamming assisted cog- nitive covert communication,

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:47.983946Z

Source-reported events for the cited work

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Observation bf3ff75d-43fb-483a-bc98-949ccbb18d75 · outbound

This paper cites Decentralized detection of GPS spoofing in vehicular Ad Hoc networks,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Decentralized detection of GPS spoofing in vehicular Ad Hoc networks,

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:47.987820Z

Source-reported events for the cited work

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Observation eb9bba5c-439d-4f12-8f5b-8776b62458fa · outbound

This paper cites Distributed network intrusion detection system in satellite-terrestrial integrated networks using federated learning,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Distributed network intrusion detection system in satellite-terrestrial integrated networks using federated learning,

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:47.991694Z

Source-reported events for the cited work

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Observation 6ad1b006-9961-4064-b991-898035c5fa22 · outbound

This paper cites Large language models for telecom: Forthcoming impact on the industry,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Large language models for telecom: Forthcoming impact on the industry,

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:47.995623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10383284-6207-4240-9040-18b4517ba42b · outbound

This paper cites Toward proactive, secure and efficient space-air- ground communications: Generative AI-based DRL framework,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Toward proactive, secure and efficient space-air- ground communications: Generative AI-based DRL framework,

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:47.999560Z

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Observation 565bf54c-83ee-492c-9550-c745a0d60a46 · outbound

This paper cites Low-altitude friendly-jamming for satellite-maritime com- munications via generative AI-enabled deep reinforcement learning,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Low-altitude friendly-jamming for satellite-maritime com- munications via generative AI-enabled deep reinforcement learning,

Reference 52

Resolution: verified exact; raw_fallback, observed 2026-08-06T15:56:54.058317Z

Source-reported events for the cited work

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Observation c3772fac-d3be-43d3-a563-d814028d0d5c · outbound

This paper cites Radio frequency fingerprint identification based on variational autoencoder for GNSS,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Radio frequency fingerprint identification based on variational autoencoder for GNSS,

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.007197Z

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Observation 8a7c134a-0591-4888-8a22-fffe169ff161 · outbound

This paper cites Covert LEO satellite communication aided by generative adversarial network based cooperative UA V jamming,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Covert LEO satellite communication aided by generative adversarial network based cooperative UA V jamming,

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.011944Z

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Observation 77fc361c-afb2-493d-8f0c-b908f504864b · outbound

This paper cites Res- GAN for behavioral modeling and pre-distortion of power amplifiers in OFDM-based satellite communication system,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Res- GAN for behavioral modeling and pre-distortion of power amplifiers in OFDM-based satellite communication system,

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.019992Z

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Observation a160d068-ecee-4ef5-a02f-85208170c416 · outbound

This paper cites GNSS spoofing jamming detection based on generative adversarial network,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches GNSS spoofing jamming detection based on generative adversarial network,

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.028720Z

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Observation eadd7857-0d64-4e42-8fa8-74d1794c1485 · outbound

This paper cites Machine and representation learning-based GNSS spoofing detectors utilizing feature set from generic GNSS receivers,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Machine and representation learning-based GNSS spoofing detectors utilizing feature set from generic GNSS receivers,

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.036201Z

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Observation 74f303d3-0138-4be1-bdcd-d032dcb2ad6d · outbound

This paper cites A deep learning based induced GNSS spoof detection frame- work,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches A deep learning based induced GNSS spoof detection frame- work,

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.042799Z

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Observation 1814c14a-d126-40bd-a047-8584165b994b · outbound

This paper cites A synthetic data-assisted satellite terrestrial integrated network intrusion detection framework,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches A synthetic data-assisted satellite terrestrial integrated network intrusion detection framework,

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.052362Z

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Observation 26eb8f0a-ebfa-40a4-afab-51437f552c70 · outbound

This paper cites PLLM-CS: Pre-trained Large Language Model (LLM) for Cyber Threat Detection in Satellite Networks.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches PLLM-CS: Pre-trained Large Language Model (LLM) for Cyber Threat Detection in Satellite Networks

Reference 60

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:56:53.882415Z

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Observation b7efd4ba-d4a9-4f89-bfeb-0d4fde5b162e · outbound

This paper cites Exploring LLM-based multi-agent situation awareness for zero-trust space-air-ground integrated network,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Exploring LLM-based multi-agent situation awareness for zero-trust space-air-ground integrated network,

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.068029Z

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Observation cbe320d5-f7b1-41df-83fa-f1b1af73776d · outbound

This paper cites An LLM-based Self-Evolving Security Framework for 6G Space-Air-Ground Integrated Networks.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches An LLM-based Self-Evolving Security Framework for 6G Space-Air-Ground Integrated Networks

Reference 62

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:56:53.587593Z

Source-reported events for the cited work

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Observation 9b7057bb-b0d0-4948-821a-a7f116484e0f · outbound

This paper cites Efficient fusion and reconstruction for communication and sensing signals in green IoT networks,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Efficient fusion and reconstruction for communication and sensing signals in green IoT networks,

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.081415Z

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Observation d69ea5b2-dd5a-4edb-a1ba-012b74c5f626 · outbound

This paper cites High-precision reconstruction method based on MTS-GAN for electromagnetic environment data in SAGIoT,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches High-precision reconstruction method based on MTS-GAN for electromagnetic environment data in SAGIoT,

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.088022Z

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Observation c6d95eb3-aa21-4d09-836d-65e76d9ef0df · outbound

This paper cites Diffusion model-based signal recovery in coexisting satellite and terrestrial networks,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Diffusion model-based signal recovery in coexisting satellite and terrestrial networks,

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.093262Z

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Observation f4700d39-7559-4fd5-b5b7-cf68ebf33b05 · outbound

This paper cites GS3D: Signal recovery in 3D wireless networks with Gaussian splatting-synergized stable diffusion,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches GS3D: Signal recovery in 3D wireless networks with Gaussian splatting-synergized stable diffusion,

Reference 66

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T15:56:53.187682Z

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.

Observation 3ce824d0-be90-447b-8185-2ae9843372e4 · outbound

This paper cites Language Models are Spacecraft Operators.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Language Models are Spacecraft Operators

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.129422Z

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Observation 4e88cef0-710c-421a-abd8-28c6faaafd94 · outbound

This paper cites LTE: Lightweight transformer encoder for orbit prediction,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches LTE: Lightweight transformer encoder for orbit prediction,

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.165988Z

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Observation f3ef9bdb-f09a-4497-b953-156e2109cd81 · outbound

This paper cites Intention recognition of space noncooperative targets using large language models,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Intention recognition of space noncooperative targets using large language models,

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.202264Z

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Observation e0219515-d400-4617-90ea-79c4cf77fe63 · outbound

This paper cites Enhanced GANs for satellite behavior discovery,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Enhanced GANs for satellite behavior discovery,

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.237574Z

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Observation 5ff4b545-d758-49bc-b7b5-a2733d9cf13d · outbound

This paper cites On-Air Deep Learning Integrated Semantic Inference Models for Enhanced Earth Observation Satellite Networks.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches On-Air Deep Learning Integrated Semantic Inference Models for Enhanced Earth Observation Satellite Networks

Reference 71

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:56:53.023930Z

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.

Observation 51c7b0f2-2c40-4ca4-b54d-f54074e64a8f · outbound

This paper cites A lightweight transformer-based collision detection and load estimation scheme for massive random access in 6G satellite-ground integrated vehicular networks,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches A lightweight transformer-based collision detection and load estimation scheme for massive random access in 6G satellite-ground integrated vehicular networks,

Reference 72

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T15:56:52.980622Z

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.

Observation 06b9249e-3e0b-4e51-a081-c7167448a456 · outbound

This paper cites PrecipGAN: Merging microwave and infrared data for satellite precipitation estimation using generative adversarial network,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches PrecipGAN: Merging microwave and infrared data for satellite precipitation estimation using generative adversarial network,

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.344162Z

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Observation 3dee5ba9-a195-4f12-a83b-83c249b527fa · outbound

This paper cites T-SPP: Im- proving GNSS single-point positioning performance using transformer- based correction,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches T-SPP: Im- proving GNSS single-point positioning performance using transformer- based correction,

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.371111Z

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Observation 9f13450e-e25e-436d-a525-31a43482c5aa · outbound

This paper cites MBGPIN: Multi-branch generative prior integra- tion network for super-resolution satellite imagery,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches MBGPIN: Multi-branch generative prior integra- tion network for super-resolution satellite imagery,

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.406151Z

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Observation 555c5256-532e-467a-ac9c-524573c08864 · outbound

This paper cites Super-resolved 3-D satellite lidar imaging of Earth via generative diffusion models,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Super-resolved 3-D satellite lidar imaging of Earth via generative diffusion models,

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.421811Z

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Observation 100c634d-d377-41e6-bd6f-17d80ac95211 · outbound

This paper cites Free space optical semantic communication for satellite remote sensing image transmission,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Free space optical semantic communication for satellite remote sensing image transmission,

Reference 77

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Observation 922268d2-073c-406b-95ee-55af12c18cbe · outbound

This paper cites Machine learning-aided operations and communications of unmanned aerial vehicles: A contemporary survey,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Machine learning-aided operations and communications of unmanned aerial vehicles: A contemporary survey,

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.464758Z

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Observation 5330e091-5907-466f-88f2-e3d92a5bd9a8 · outbound

This paper cites A compre- hensive survey on artificial intelligence for unmanned aerial vehicles,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches A compre- hensive survey on artificial intelligence for unmanned aerial vehicles,

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.500568Z

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Observation 567b777a-d72e-4c3f-899f-4ea13de41fab · outbound

This paper cites Artificial intelligence for satellite communication: A survey,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Artificial intelligence for satellite communication: A survey,

Reference 80

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T15:56:52.824784Z

Source-reported events for the cited work

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Observation a55a9c54-1603-41b8-8e49-03d504b4651e · outbound

This paper cites Revolutionizing future connectivity: A contemporary survey on AI-empowered satellite-based non-terrestrial networks in 6G,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Revolutionizing future connectivity: A contemporary survey on AI-empowered satellite-based non-terrestrial networks in 6G,

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.554713Z

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Observation e1ad2dda-4d4e-48d9-a845-505182f562fe · outbound

This paper cites On the interplay of artificial intelligence and space-air-ground integrated networks: A survey,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches On the interplay of artificial intelligence and space-air-ground integrated networks: A survey,

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.591054Z

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Observation 50f71491-4c2b-44e1-b90f-60f539aff9d4 · outbound

This paper cites Resource allocation for space-air-ground integrated networks: A comprehensive review,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Resource allocation for space-air-ground integrated networks: A comprehensive review,

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.625227Z

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Observation ecb4d43d-0ffb-4d73-9c41-73fbc6e16d16 · outbound

This paper cites UA V-assisted space-air-ground integrated networks: A technical review of recent learning algorithms,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches UA V-assisted space-air-ground integrated networks: A technical review of recent learning algorithms,

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.653995Z

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Observation 6f691c19-dbbf-4b2c-ad03-244db17a5c82 · outbound

This paper cites Generative diffusion-based contract design for efficient AI twin migration in vehicular embodied AI networks,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Generative diffusion-based contract design for efficient AI twin migration in vehicular embodied AI networks,

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.689911Z

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Observation 758d85c2-99ce-4ad8-baa0-5af6d589d67a · outbound

This paper cites Applications of generative AI (GAI) for mobile and wireless networking: A survey,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Applications of generative AI (GAI) for mobile and wireless networking: A survey,

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.716581Z

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Observation b5b1bf79-38de-4145-b856-4b3ade7f79d7 · outbound

This paper cites Deep generative model and its applications in efficient wireless network management: A tutorial and case study,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Deep generative model and its applications in efficient wireless network management: A tutorial and case study,

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.730936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a352bcb1-29b3-4fa4-ab8f-e429d319ed53 · outbound

This paper cites Generative AI in mobile networks: A survey,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Generative AI in mobile networks: A survey,

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.753134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e6b5b02-f22c-41b4-94ec-64f8a654c33c · outbound

This paper cites Generative AI for the optimization of next-generation wireless networks: Basics, state-of-the-art, and open challenges,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Generative AI for the optimization of next-generation wireless networks: Basics, state-of-the-art, and open challenges,

Reference 89

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T15:56:52.752062Z

Source-reported events for the cited work

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Observation 51fc91ad-f601-4e43-ade1-aa7ab11ca78e · outbound

This paper cites Enhancing deep reinforcement learning: A tutorial on generative diffusion models in network optimization,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Enhancing deep reinforcement learning: A tutorial on generative diffusion models in network optimization,

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.799621Z

Source-reported events for the cited work

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Observation f8c3ec78-70ca-4683-ba56-e2720fe5f86e · outbound

This paper cites Generative AI for physical layer communications: A survey,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Generative AI for physical layer communications: A survey,

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.822424Z

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Observation 744368b2-59a6-46bd-b0a0-80c270340772 · outbound

This paper cites Generative AI for secure physical layer communi- cations: A survey,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Generative AI for secure physical layer communi- cations: A survey,

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.840338Z

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Observation 345b8e46-b7e4-4cac-bbc1-f93f65ad9f88 · outbound

This paper cites Generative AI-driven semantic communication networks: Architec- ture, technologies, and applications,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Generative AI-driven semantic communication networks: Architec- ture, technologies, and applications,

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.853550Z

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Observation 292fc16d-1f8a-48f7-b0cf-f488a9435ffe · outbound

This paper cites UA Vs meet LLMs: Overviews and perspectives towards agentic low-altitude mobility,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches UA Vs meet LLMs: Overviews and perspectives towards agentic low-altitude mobility,

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.879105Z

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Observation eba86f35-9fb5-4076-9802-cff521d4ff5c · outbound

This paper cites Generative AI-powered aerial access networks: Recent studies and future outlook,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Generative AI-powered aerial access networks: Recent studies and future outlook,

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.916059Z

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Observation a3ea5b2b-bf5c-4eac-be12-cd074f65b372 · outbound

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

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Lever- aging large language models for integrated satellite-aerial-terrestrial networks: Recent advances and future directions,

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.950797Z

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Observation 52610f9a-6101-4069-b881-c9d88856c77f · outbound

This paper cites Unleashing the power of edge-cloud generative AI in mobile networks: A survey of AIGC services,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Unleashing the power of edge-cloud generative AI in mobile networks: A survey of AIGC services,

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:48.986751Z

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Unavailable: canonical work link unavailable.

Observation d86593ac-1a77-49f5-9688-72e83adbd6f1 · outbound

This paper cites Optimizing aigc services using learning-based stackelberg game in vehicular metaverses,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Optimizing aigc services using learning-based stackelberg game in vehicular metaverses,

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:49.022362Z

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Observation 12e7b3ce-9fde-4135-bb00-e63f5ce13310 · outbound

This paper cites The role of agentic AI in shaping a smart future: A systematic review,.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches The role of agentic AI in shaping a smart future: A systematic review,

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:49.055662Z

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Observation 20664114-dc26-40c0-aab9-f599ab4c6c89 · outbound

This paper cites Toward Agentic AI: Generative Information Retrieval Inspired Intelligent Communications and Networking.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Toward Agentic AI: Generative Information Retrieval Inspired Intelligent Communications and Networking

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-06T15:56:49.082756Z

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Pith citing papers

Observation d2b4c053-b949-4e14-9aa7-d99578ea991e · inbound

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Large Language Models for Next-Generation Wireless Network Management: A Survey and Tutorial Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches

Reference 145

Resolution: unresolved; no resolver link, observed 2026-08-05T04:50:32.043732Z

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Observation 6e818fe1-0d41-4702-8dbf-568ca08a17c3 · inbound

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Low-Altitude Wireless Networks: A Comprehensive Survey Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches

Reference 162

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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.

Observation e6d334d8-08c5-4cb8-8d51-9567cbe6e744 · inbound

SkyChain Intelligence: A Blockchain-Secured Multi-Agent DRL Framework for Low-Altitude Embodied Artificial Intelligence cites this paper.

SkyChain Intelligence: A Blockchain-Secured Multi-Agent DRL Framework for Low-Altitude Embodied Artificial Intelligence Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-07-04T18:50:05.105792Z

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.