Paper Citation Record · LEDGER

Communication-Learning Co-Design for Differentially Private Over-the-Air Federated Distillation

As of 14 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2508.06557.

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

pith.paper-citation-record.v1
2508.06557 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:12:39.953883Z

measured 12 of 12 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

12 of 12 outbound references displayed

verified exact1
verified fuzzy11
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5894721e-8a7f-4a56-9b99-04411e78adb5 · outbound

This paper cites Communication-efﬁcient learning of deep networks from de centralized data,.

Communication-Learning Co-Design for Differentially Private Over-the-Air Federated Distillation Communication-efﬁcient learning of deep networks from de centralized data,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:12:41.936083Z

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 2d2169fa-1636-4554-9624-5727b2f8781b · outbound

This paper cites Broadband Analog Aggregat ion for Low-Latency Federated Edge Learning,.

Communication-Learning Co-Design for Differentially Private Over-the-Air Federated Distillation Broadband Analog Aggregat ion for Low-Latency Federated Edge Learning,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:12:41.782871Z

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 1df2fe33-fc7d-44fa-a4f2-c50fb7b277d4 · outbound

This paper cites Dwork, and A.

Communication-Learning Co-Design for Differentially Private Over-the-Air Federated Distillation Dwork, and A

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:12:41.639844Z

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 6747fce0-afeb-4fa9-a5f4-87002a2f9c7a · outbound

This paper cites Privacy Amp liﬁcation for Federated Learning via User Sampling and Wireless Aggre gation,.

Communication-Learning Co-Design for Differentially Private Over-the-Air Federated Distillation Privacy Amp liﬁcation for Federated Learning via User Sampling and Wireless Aggre gation,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:12:41.571600Z

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 b39b0a22-c94c-4ed2-ab38-76f8ddd846fb · outbound

This paper cites Communication-Learning Co-Design for Differentially Private Over-the-Air Federated Learni ng with Device Sampling,.

Communication-Learning Co-Design for Differentially Private Over-the-Air Federated Distillation Communication-Learning Co-Design for Differentially Private Over-the-Air Federated Learni ng with Device Sampling,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:12:41.424131Z

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 fe868909-4acf-4345-a953-1f0a2f2b0d56 · outbound

This paper cites Optimal Transceiver Design in Over-the-Air Federated Distillation.

Communication-Learning Co-Design for Differentially Private Over-the-Air Federated Distillation Optimal Transceiver Design in Over-the-Air Federated Distillation

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-06T00:12:40.167168Z

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 f4c1e594-9cff-48e1-a3a2-2aa9232f3aa2 · outbound

This paper cites Selective knowledge sharin g for privacy- preserving federated distillation without a good teacher,.

Communication-Learning Co-Design for Differentially Private Over-the-Air Federated Distillation Selective knowledge sharin g for privacy- preserving federated distillation without a good teacher,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:12:41.293153Z

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 ca5bbbd7-9829-448b-85f8-9333ca6a533f · outbound

This paper cites User-Level Privacy-Preserving Federated Learning: Analysis and Performance Optimization,.

Communication-Learning Co-Design for Differentially Private Over-the-Air Federated Distillation User-Level Privacy-Preserving Federated Learning: Analysis and Performance Optimization,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:12:41.105271Z

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 678b50ed-e3be-4e5a-9faa-a91f56655c1f · outbound

This paper cites Joint Channe l Esti- mation and Feedback for mm-Wave System Using Federated Lear ning,.

Communication-Learning Co-Design for Differentially Private Over-the-Air Federated Distillation Joint Channe l Esti- mation and Feedback for mm-Wave System Using Federated Lear ning,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:12:40.973860Z

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 ccd52bed-5f93-49ed-be67-536df4bd3122 · outbound

This paper cites Deep learning with differential priv acy,.

Communication-Learning Co-Design for Differentially Private Over-the-Air Federated Distillation Deep learning with differential priv acy,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:12:40.728288Z

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 ec0c7646-d576-42dd-acee-c1143d23a3a8 · outbound

This paper cites IEEE 802.11ac: 5th g eneration wiﬁ networking,.

Communication-Learning Co-Design for Differentially Private Over-the-Air Federated Distillation IEEE 802.11ac: 5th g eneration wiﬁ networking,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:12:40.600276Z

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 9cf3a0ce-c939-4c23-9d79-352386d72f69 · outbound

This paper cites On the conver gence of step decay step-size for stochastic optimization,.

Communication-Learning Co-Design for Differentially Private Over-the-Air Federated Distillation On the conver gence of step decay step-size for stochastic optimization,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:12:40.372618Z

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.