Paper Citation Record · LEDGER

Quality-Aware Personalized AI Service Provisioning in UAV-Assisted 6G Networks

As of 19 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2607.06278.

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

pith.paper-citation-record.v1
2607.06278 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-08T11:19:40.452819Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

25 of 25 outbound references displayed

verified exact3
verified fuzzy22
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e24f65a6-0a76-4ece-b0f3-721a9f860930 · outbound

This paper cites Service registration, indexing, discovery, and selection: An architectural survey toward a GenAI-driven future,.

Quality-Aware Personalized AI Service Provisioning in UAV-Assisted 6G Networks Service registration, indexing, discovery, and selection: An architectural survey toward a GenAI-driven future,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T11:24:55.372805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 84dcffb2-4f59-400b-bc9e-b27bcbbb2966 · outbound

This paper cites Adaptive multiple access and service placement for generative diffusion models,.

Quality-Aware Personalized AI Service Provisioning in UAV-Assisted 6G Networks Adaptive multiple access and service placement for generative diffusion models,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T11:24:55.423512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fef62575-c33c-4671-9f0a-5446e3806e78 · outbound

This paper cites A survey of self-evolving agents: On path to artificial super intelligence,.

Quality-Aware Personalized AI Service Provisioning in UAV-Assisted 6G Networks A survey of self-evolving agents: On path to artificial super intelligence,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T11:24:55.439029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e5d48487-f5a7-470f-bc9c-f1c83fd4ce8a · outbound

This paper cites Optimization of quality of AI service in 6G native AI wireless networks,.

Quality-Aware Personalized AI Service Provisioning in UAV-Assisted 6G Networks Optimization of quality of AI service in 6G native AI wireless networks,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T11:24:55.442107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fced760b-f1ea-4e8c-9d3c-8033d365f5cb · outbound

This paper cites A survey of graph retrieval-augmented generation for customized large language models,.

Quality-Aware Personalized AI Service Provisioning in UAV-Assisted 6G Networks A survey of graph retrieval-augmented generation for customized large language models,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T11:24:55.390814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b9b93556-1fd7-4246-905e-514f038f7c35 · outbound

This paper cites A Survey on Collaborative Mechanisms Between Large and Small Language Models.

Quality-Aware Personalized AI Service Provisioning in UAV-Assisted 6G Networks A Survey on Collaborative Mechanisms Between Large and Small Language Models

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-07-08T11:24:54.925440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 61e18f36-4f9b-4cc8-9adc-986f649d7482 · outbound

This paper cites Rap: Retrieval-augmented personalization for multimodal large language models,.

Quality-Aware Personalized AI Service Provisioning in UAV-Assisted 6G Networks Rap: Retrieval-augmented personalization for multimodal large language models,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T11:24:55.399666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d10482d8-a6bf-4fa3-9306-565da8c8c400 · outbound

This paper cites Personalized multimodal large language models: A survey,.

Quality-Aware Personalized AI Service Provisioning in UAV-Assisted 6G Networks Personalized multimodal large language models: A survey,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T11:24:55.403852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ac5efd9b-cfd8-4274-9a7a-21a6cc430621 · outbound

This paper cites Discovery of 6G services and resources in edge-cloud-continuum,.

Quality-Aware Personalized AI Service Provisioning in UAV-Assisted 6G Networks Discovery of 6G services and resources in edge-cloud-continuum,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T11:24:55.412327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8e854f91-c5f1-4cc3-8390-2ec57561943c · outbound

This paper cites 6G system architecture: A service of services vision,.

Quality-Aware Personalized AI Service Provisioning in UAV-Assisted 6G Networks 6G system architecture: A service of services vision,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T11:24:55.394235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e2ce0f11-2253-4d62-aece-6d30041fe4c6 · outbound

This paper cites Semantic-aware dynamic and distributed power allocation: a multi-UA V area coverage use case,.

Quality-Aware Personalized AI Service Provisioning in UAV-Assisted 6G Networks Semantic-aware dynamic and distributed power allocation: a multi-UA V area coverage use case,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T11:24:55.435542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6c23c81a-ad97-4e60-b69b-fde51f920e57 · outbound

This paper cites Joint task offloading, resource allocation, and trajectory design for multi-UA V cooperative edge computing with task priority,.

Quality-Aware Personalized AI Service Provisioning in UAV-Assisted 6G Networks Joint task offloading, resource allocation, and trajectory design for multi-UA V cooperative edge computing with task priority,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T11:24:55.419839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4480de9f-592d-4409-8879-7f79d3ee78dc · outbound

This paper cites Adaptive heuristics for scheduling DNN inferencing on edge and cloud for personalized UA V fleets,.

Quality-Aware Personalized AI Service Provisioning in UAV-Assisted 6G Networks Adaptive heuristics for scheduling DNN inferencing on edge and cloud for personalized UA V fleets,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T11:24:55.385418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fbab7754-5832-4a87-8ca1-b68b49d7296c · outbound

This paper cites Adaptive task offloading and resource management for vehicular edge computing,.

Quality-Aware Personalized AI Service Provisioning in UAV-Assisted 6G Networks Adaptive task offloading and resource management for vehicular edge computing,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T11:24:55.396961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 19354c16-e8ae-41ba-a2f9-ac61087fa562 · outbound

This paper cites Accuracy-aware MLLM task offloading and resource allocation in UA V-assisted satellite edge computing,.

Quality-Aware Personalized AI Service Provisioning in UAV-Assisted 6G Networks Accuracy-aware MLLM task offloading and resource allocation in UA V-assisted satellite edge computing,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T11:24:55.416397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0f491447-2db1-4e98-82e0-9b0b7ff81c55 · outbound

This paper cites AI service deployment and resource allocation optimization based on human-like networking architecture,.

Quality-Aware Personalized AI Service Provisioning in UAV-Assisted 6G Networks AI service deployment and resource allocation optimization based on human-like networking architecture,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T11:24:55.427509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9b173e6b-411e-4cac-a791-1dbe555c5a16 · outbound

This paper cites Deep learn- ing based service composition in integrated aerial-terrestrial networks,.

Quality-Aware Personalized AI Service Provisioning in UAV-Assisted 6G Networks Deep learn- ing based service composition in integrated aerial-terrestrial networks,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T11:24:55.431668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 20b0dc21-73fd-4a14-9d82-42351be22965 · outbound

This paper cites QoS-aware service prediction and orchestration in cloud-network integrated beyond 5G,.

Quality-Aware Personalized AI Service Provisioning in UAV-Assisted 6G Networks QoS-aware service prediction and orchestration in cloud-network integrated beyond 5G,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T11:24:55.446409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 46d720f7-dbed-4bb0-b218-ea139e171bcf · outbound

This paper cites From unstructured data to in-context learning: Exploring what tasks can be learned and when,.

Quality-Aware Personalized AI Service Provisioning in UAV-Assisted 6G Networks From unstructured data to in-context learning: Exploring what tasks can be learned and when,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T11:24:55.388367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 415aef04-9efa-4c31-8e54-8d67d6b50d3b · outbound

This paper cites Better Zero-Shot Reasoning with Role-Play Prompting.

Quality-Aware Personalized AI Service Provisioning in UAV-Assisted 6G Networks Better Zero-Shot Reasoning with Role-Play Prompting

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-07-08T11:24:54.929818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3c61b14c-2270-45c6-861f-9286d6b1427f · outbound

This paper cites An autonomous network orchestration frame- work integrating large language models with continual reinforcement learning,.

Quality-Aware Personalized AI Service Provisioning in UAV-Assisted 6G Networks An autonomous network orchestration frame- work integrating large language models with continual reinforcement learning,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T11:24:55.382170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 282c0e87-851b-4fc9-bd1e-aa57a36486ba · outbound

This paper cites Pydantic: Data validation using python type hints,.

Quality-Aware Personalized AI Service Provisioning in UAV-Assisted 6G Networks Pydantic: Data validation using python type hints,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T11:24:55.378955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c74c3f58-7af9-4edb-bad8-3d6deed4debd · outbound

This paper cites Metropolitan Scale and Longitudinal Dataset of Anonymized Human Mobility Trajectories.

Quality-Aware Personalized AI Service Provisioning in UAV-Assisted 6G Networks Metropolitan Scale and Longitudinal Dataset of Anonymized Human Mobility Trajectories

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-07-08T11:24:54.920604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4b36ef42-a3e6-4103-82ff-70b945d800b8 · outbound

This paper cites Mmmu-pro: A more robust multi-discipline multimodal understanding benchmark,.

Quality-Aware Personalized AI Service Provisioning in UAV-Assisted 6G Networks Mmmu-pro: A more robust multi-discipline multimodal understanding benchmark,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T11:24:55.369240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5e0c81a7-01fe-4aff-bdab-d97081e0980b · outbound

This paper cites M.2160-0: Framework and overall objectives of the future development of IMT for 2030 and beyond,.

Quality-Aware Personalized AI Service Provisioning in UAV-Assisted 6G Networks M.2160-0: Framework and overall objectives of the future development of IMT for 2030 and beyond,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T11:24:55.376412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.