Paper Citation Record · LEDGER

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors

As of 9 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2507.01574.

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

pith.paper-citation-record.v1
2507.01574 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:53:43.508565Z

measured 43 of 43 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

43 of 43 outbound references displayed

verified exact1
verified fuzzy35
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation be8beea7-d604-4953-9fc2-ca66c1683dd0 · outbound

This paper cites 6g wireless networks: Vision, requirements, architecture, and key technologies,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors 6g wireless networks: Vision, requirements, architecture, and key technologies,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:50.536204Z

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 752be0ce-6880-4e4e-8eb6-93bca0f62ea8 · outbound

This paper cites What will 5g be?,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors What will 5g be?,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:50.410569Z

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 ddf51f08-3382-4fab-a0a8-b3066d282574 · outbound

This paper cites A survey on mobile edge computing: The communication perspective,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors A survey on mobile edge computing: The communication perspective,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T20:53:38.572375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cff135a-103f-4ee1-bdd4-eb92a8a97735 · outbound

This paper cites Deep sensing for future spectrum and location awareness 5g communications,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Deep sensing for future spectrum and location awareness 5g communications,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:50.297688Z

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 473f5d61-4b04-42e6-8c63-cf0f3148a8aa · outbound

This paper cites Integrated sensing and communication in 6g: Motivations, use cases, requirements, challenges and future directions,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Integrated sensing and communication in 6g: Motivations, use cases, requirements, challenges and future directions,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T20:53:38.800183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78729ab1-8bb3-41ba-b1e7-d014fcffda2c · outbound

This paper cites Integration of communication and sensing in 6g: A joint industrial and academic perspective,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Integration of communication and sensing in 6g: A joint industrial and academic perspective,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:50.159091Z

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 de8ce2d5-07a6-46ec-af48-f08d3e081dca · outbound

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

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Joint maneuver and beamforming design for UA V-enabled integrated sensing and communication,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T20:53:39.095547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a95ea2ae-9cef-47a8-9fdd-bfe83d1ed58a · outbound

This paper cites Integrated sensing and communication with mmwave massive MIMO: A compressed sampling perspective,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Integrated sensing and communication with mmwave massive MIMO: A compressed sampling perspective,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:50.028205Z

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 da3425a9-7cf4-409f-ab67-392ce0187e08 · outbound

This paper cites Spectral co- existence of mimo radar and mimo cellular system,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Spectral co- existence of mimo radar and mimo cellular system,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:49.893452Z

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 beb8abce-61d5-4c2a-9cdb-89484c28897e · outbound

This paper cites Phase- modulation based dual-function radar-communications,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Phase- modulation based dual-function radar-communications,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:49.744862Z

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 fa4e09e5-9ac0-410f-bc7d-241c60cdb2b5 · outbound

This paper cites Semantic-aware vision-assisted integrated sensing and communication: Architecture and resource allocation,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Semantic-aware vision-assisted integrated sensing and communication: Architecture and resource allocation,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:49.617070Z

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 aeeedb0a-e470-4874-abbd-7f4b2be394a9 · outbound

This paper cites Integrated sensing, computing and semantic communication for vehicular networks,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Integrated sensing, computing and semantic communication for vehicular networks,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:49.499274Z

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 c8ab1373-14b6-4604-bc87-9b744d723d62 · outbound

This paper cites 3d scene-based beam selection for mmwave communications,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors 3d scene-based beam selection for mmwave communications,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:49.346344Z

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 f73485c0-3648-46f8-a763-dd1dffe484d8 · outbound

This paper cites A survey on fundamental limits of integrated sensing and communication,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors A survey on fundamental limits of integrated sensing and communication,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T20:53:40.011938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38865c99-6bbb-45dc-9d96-b09e134e0b17 · outbound

This paper cites Space-air-ground integrated wireless networks for 6g: Basics, key technologies and future trends,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Space-air-ground integrated wireless networks for 6g: Basics, key technologies and future trends,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:49.202223Z

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 8d6231c6-3782-46da-9c72-c845b283ca3c · outbound

This paper cites Optimal transmit beamforming for integrated sensing and communication,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Optimal transmit beamforming for integrated sensing and communication,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:49.006114Z

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 e64eec95-b317-4082-bdf5-78facbba9f0a · outbound

This paper cites Joint design of communication and sensing for beyond 5g and 6g systems,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Joint design of communication and sensing for beyond 5g and 6g systems,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:48.779392Z

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 2ef724f1-308b-40a4-88d7-361acf93f041 · outbound

This paper cites Integrated sensing and communication for low altitude econ- omy: Opportunities and challenges,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Integrated sensing and communication for low altitude econ- omy: Opportunities and challenges,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:48.529724Z

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 3cf57452-b1ff-4669-a87e-1e29f33b5975 · outbound

This paper cites Networked isac for low-altitude economy: Coordinated transmit beamforming and UA V trajectory de- sign,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Networked isac for low-altitude economy: Coordinated transmit beamforming and UA V trajectory de- sign,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:48.265334Z

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 49a7e19b-cb22-45b5-ad43-549c15f567b3 · outbound

This paper cites Co- operative ISAC-empowered low-altitude economy,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Co- operative ISAC-empowered low-altitude economy,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:48.077275Z

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 22a5a0b3-839b-45aa-a699-eb6ec0b14a83 · outbound

This paper cites Networked ISAC based UA V tracking and handover towards low-altitude economy,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Networked ISAC based UA V tracking and handover towards low-altitude economy,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:47.867545Z

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 46d59651-1157-4c0d-b5f9-8201236656c2 · outbound

This paper cites Integrated Sensing and Communications for Low-Altitude Economy: A Deep Reinforcement Learning Approach.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Integrated Sensing and Communications for Low-Altitude Economy: A Deep Reinforcement Learning Approach

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:53:43.812343Z

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 ddbd7ee8-9989-4128-998d-7b1c96bfc580 · outbound

This paper cites Computer vision aided mmwave beam alignment in V2X communications,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Computer vision aided mmwave beam alignment in V2X communications,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:47.732368Z

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 1b55b108-6242-4d3c-af33-50631fb4e044 · outbound

This paper cites Millimeter wave base stations with cameras: Vision-aided beam and blockage prediction,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Millimeter wave base stations with cameras: Vision-aided beam and blockage prediction,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:47.533278Z

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 2f35f193-0ee4-413a-a166-ff09a284ad96 · outbound

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

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors From Ground to Sky: Architectures, Applications, and Challenges Shaping Low-Altitude Wireless Networks

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T20:53:41.324529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dcfed8f-6203-4ae9-8804-f2fc0177bf7d · outbound

This paper cites Joint transmit beamforming for multiuser mimo communications and mimo radar,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Joint transmit beamforming for multiuser mimo communications and mimo radar,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:47.324387Z

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 b9000dad-3665-499e-90ff-c68fb1b45fb1 · outbound

This paper cites SIGN-FCF: Sign-based federated collaborative filtering for privacy-preserving personalized rec- ommendation,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors SIGN-FCF: Sign-based federated collaborative filtering for privacy-preserving personalized rec- ommendation,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:47.039967Z

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 34f5444a-ab3d-4d92-b7df-a39ffbb64817 · outbound

This paper cites Multiobjective reinforcement learning: A comprehensive overview,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Multiobjective reinforcement learning: A comprehensive overview,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:46.821136Z

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 b8bbe9eb-668c-4517-8943-e40bfea70ecf · outbound

This paper cites Adaptive control and intersections with reinforce- ment learning,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Adaptive control and intersections with reinforce- ment learning,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:46.664199Z

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 5edeaaea-dbd8-40ad-bb59-91457b855e73 · outbound

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

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Temporal Spectrum Cartography in Low-Altitude Economy Networks: A Generative AI Framework with Multi-Agent Learning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T20:53:41.955340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 968e86c5-56b8-42db-9d7b-a2215737ae1a · outbound

This paper cites Learning in the air: Secure federated learning for UA V-assisted crowdsensing,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Learning in the air: Secure federated learning for UA V-assisted crowdsensing,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:46.461820Z

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 508df78d-4bad-4d73-b5ce-5f8cc04722d9 · outbound

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

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Pushing AI to wireless network edge: An overview on integrated sensing, communication, and computation towards 6G,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:46.199874Z

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 94e4fdbd-de0f-4eb8-bd9d-3d86fa6a66fb · outbound

This paper cites Privacy- preserving federated learning for UA V-enabled networks: Learning- based joint scheduling and resource management,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Privacy- preserving federated learning for UA V-enabled networks: Learning- based joint scheduling and resource management,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:45.890929Z

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 adb1b005-130d-434f-a36b-cb817a6e9ca3 · outbound

This paper cites De-diffusion makes text a strong cross-modal interface,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors De-diffusion makes text a strong cross-modal interface,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:45.654962Z

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 589622e4-fe0f-40b4-bcfd-baa5f3e495fa · outbound

This paper cites Diffusion models in vision: A survey,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Diffusion models in vision: A survey,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T20:53:42.606937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e127e549-6dd1-443b-b288-abb1bacda4cf · outbound

This paper cites Ultralytics yolo11.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Ultralytics yolo11

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:45.433422Z

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 1799eba6-b0c0-463f-8385-006b51165488 · outbound

This paper cites Pyslowfast.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Pyslowfast

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:45.191761Z

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 e5460f7b-1d92-45e2-960d-bd4a79ec7abd · outbound

This paper cites Energy-efficient scheduling and power allocation in downlink OFDMA networks with base station coordination,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Energy-efficient scheduling and power allocation in downlink OFDMA networks with base station coordination,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:44.975440Z

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 f028b8ca-9c73-4d51-8277-448468e85f94 · outbound

This paper cites Dynamic social- aware peer selection for cooperative relay management with D2D communications,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Dynamic social- aware peer selection for cooperative relay management with D2D communications,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:44.837754Z

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 dec6705e-fe80-4e0a-ba28-f69c433a1b1e · outbound

This paper cites Coco: Common objects in context.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Coco: Common objects in context

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:44.665873Z

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 5b82105a-9d19-4dec-ad98-d1a3b211e262 · outbound

This paper cites Ava: A video dataset of spatio-temporally localized atomic visual actions,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Ava: A video dataset of spatio-temporally localized atomic visual actions,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:44.519776Z

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 4ecac5ad-0fe4-41d2-b105-04401ca2ebc9 · outbound

This paper cites Github copilot ai pair programmer: Asset or liability?,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors Github copilot ai pair programmer: Asset or liability?,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:44.294117Z

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 5fea1b08-f07e-4337-9b50-09edd627327f · outbound

This paper cites A pilot study of query-free adversarial attack against stable diffusion,.

Vision-Aided ISAC in Low-Altitude Economy Networks via De-Diffused Visual Priors A pilot study of query-free adversarial attack against stable diffusion,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:53:44.065347Z

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

No inbound Pith citation observations are available.