Paper Citation Record · LEDGER

Quantum Machine Learning-based 6G edge Network: Enabling Adaptive Communication and Model Aggregation

As of 14 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2605.27417.

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

pith.paper-citation-record.v1
2605.27417 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-30T18:29:37.462633Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

15 of 15 outbound references displayed

verified exact0
verified fuzzy14
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cb310c20-86f5-4521-9979-831c6a62863b · outbound

This paper cites Quek, and M ´erouane Debbah.

Quantum Machine Learning-based 6G edge Network: Enabling Adaptive Communication and Model Aggregation Quek, and M ´erouane Debbah

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T04:14:30.485004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4712dce0-86f1-4455-8e68-1c7f6d86f6bb · outbound

This paper cites Quantum machine learning.Nature, 549(7671):195–202.

Quantum Machine Learning-based 6G edge Network: Enabling Adaptive Communication and Model Aggregation Quantum machine learning.Nature, 549(7671):195–202

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T04:14:30.480328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f683097b-9f09-4b49-a980-001ce4489560 · outbound

This paper cites Joint source-channel coding with feedback.IEEE Transactions on Information Theory, 63(6):3502–3515, 2017.

Quantum Machine Learning-based 6G edge Network: Enabling Adaptive Communication and Model Aggregation Joint source-channel coding with feedback.IEEE Transactions on Information Theory, 63(6):3502–3515, 2017

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T04:14:30.476270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d69df827-d3fb-4e6c-89ae-d4b2504a21fd · outbound

This paper cites Deep joint source-channel coding for wireless image transmission.IEEE Transactions on Cognitive Communications and Networking, 5(3):567– 579, 2019.

Quantum Machine Learning-based 6G edge Network: Enabling Adaptive Communication and Model Aggregation Deep joint source-channel coding for wireless image transmission.IEEE Transactions on Cognitive Communications and Networking, 5(3):567– 579, 2019

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T04:14:30.474449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 22916ce2-6954-4a6b-a905-6a109fa4de5b · outbound

This paper cites Witt: A wireless image transmission transformer for semantic communications.

Quantum Machine Learning-based 6G edge Network: Enabling Adaptive Communication and Model Aggregation Witt: A wireless image transmission transformer for semantic communications

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T04:14:30.472484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7f33f381-165f-4e0c-9eeb-0287d6fa0a8a · outbound

This paper cites Unitr: A unified and efficient multi-modal transformer for bird’s-eye-view representation.

Quantum Machine Learning-based 6G edge Network: Enabling Adaptive Communication and Model Aggregation Unitr: A unified and efficient multi-modal transformer for bird’s-eye-view representation

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T04:14:30.491964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5aa3e248-aaaf-4b99-97fb-d0d65d9160d3 · outbound

This paper cites Vasilakos.

Quantum Machine Learning-based 6G edge Network: Enabling Adaptive Communication and Model Aggregation Vasilakos

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T04:14:30.477693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 88e87b17-094b-43ed-b1fa-84f0fa3163ac · outbound

This paper cites Energy efficient edge computing enabled by satisfaction games and approximate com- puting.IEEE Transactions on Green Communications and Networking, 6(1):281–294, 2022.

Quantum Machine Learning-based 6G edge Network: Enabling Adaptive Communication and Model Aggregation Energy efficient edge computing enabled by satisfaction games and approximate com- puting.IEEE Transactions on Green Communications and Networking, 6(1):281–294, 2022

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T04:14:30.482817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 979d554e-5c67-4a87-b6cc-37abb95dd478 · outbound

This paper cites Computation offloading in multi-access edge computing: A multi- task learning approach.IEEE Transactions on Mobile Computing, 20(9):2745–2762, 2021.

Quantum Machine Learning-based 6G edge Network: Enabling Adaptive Communication and Model Aggregation Computation offloading in multi-access edge computing: A multi- task learning approach.IEEE Transactions on Mobile Computing, 20(9):2745–2762, 2021

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T04:14:30.466739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d76d7da1-a7ef-4b8b-8897-7855f1de3892 · outbound

This paper cites an unresolved cited work.

Quantum Machine Learning-based 6G edge Network: Enabling Adaptive Communication and Model Aggregation Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-07-08T04:14:30.468468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 62f25f7c-f134-4f8f-aac6-0466057b5109 · outbound

This paper cites Federated learning-assisted vehicular edge computing: Architecture and research directions.IEEE Vehicular Technology Mag- azine, 18(4):75–84, 2023.

Quantum Machine Learning-based 6G edge Network: Enabling Adaptive Communication and Model Aggregation Federated learning-assisted vehicular edge computing: Architecture and research directions.IEEE Vehicular Technology Mag- azine, 18(4):75–84, 2023

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T04:14:30.470387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 297acea1-b709-4d1f-bbad-2a89570617e1 · outbound

This paper cites On compressing deep models by low rank and sparse decomposition.

Quantum Machine Learning-based 6G edge Network: Enabling Adaptive Communication and Model Aggregation On compressing deep models by low rank and sparse decomposition

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T04:14:30.462649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d7eebe0d-42ab-424d-8864-61af3fe6aa1d · outbound

This paper cites Automated multi-stage compression of neural networks.

Quantum Machine Learning-based 6G edge Network: Enabling Adaptive Communication and Model Aggregation Automated multi-stage compression of neural networks

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T04:14:30.464659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c6adcc05-f495-4d38-9cd5-49d22e62cdc9 · outbound

This paper cites Layerwise quantum deep reinforcement learning for joint optimization of uav trajectory and resource allocation.IEEE Internet of Things Journal, 11(1):430–443, 2024.

Quantum Machine Learning-based 6G edge Network: Enabling Adaptive Communication and Model Aggregation Layerwise quantum deep reinforcement learning for joint optimization of uav trajectory and resource allocation.IEEE Internet of Things Journal, 11(1):430–443, 2024

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T04:14:30.488022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 773c075a-4c81-457d-9e6e-bfbac1c517e7 · outbound

This paper cites Duong, Octavia A.

Quantum Machine Learning-based 6G edge Network: Enabling Adaptive Communication and Model Aggregation Duong, Octavia A

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T04:14:30.494278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

No inbound Pith citation observations are available.