Paper Citation Record · LEDGER

Optimal Transceiver Design in Over-the-Air Federated Distillation

As of 10 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 1 inbound Pith citation observation for arXiv:2507.15256.

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

pith.paper-citation-record.v1
2507.15256 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:43:48.456865Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:12:39.461685Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T00:12:40.098256Z

Reference resolution

32 of 32 outbound references displayed

verified exact1
verified fuzzy28
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f0bca449-05ce-46f8-9f05-ad158fb0f3b8 · outbound

This paper cites Communication-Learning Co-Design for Over-the-Air Fede rated Dis- tillation,.

Optimal Transceiver Design in Over-the-Air Federated Distillation Communication-Learning Co-Design for Over-the-Air Fede rated Dis- tillation,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:43:53.096104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 95b6b326-de48-4878-9000-3301ea29b053 · outbound

This paper cites A Fai r and Efﬁcient Federated Learning Algorithm for Autonomous Driv ing,.

Optimal Transceiver Design in Over-the-Air Federated Distillation A Fai r and Efﬁcient Federated Learning Algorithm for Autonomous Driv ing,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:43:53.082772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5223f8a1-c479-456c-b4e7-81790e058389 · outbound

This paper cites Designing applications for collaborative learning in vir tual reality,.

Optimal Transceiver Design in Over-the-Air Federated Distillation Designing applications for collaborative learning in vir tual reality,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:43:53.069161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bb096e96-09d6-416a-998d-7819e13cbf99 · outbound

This paper cites The roadmap to 6G: AI empowered wireless networks,.

Optimal Transceiver Design in Over-the-Air Federated Distillation The roadmap to 6G: AI empowered wireless networks,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:43:53.055614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 44c5708c-d953-4f61-a67e-2fe86897973f · outbound

This paper cites Com munication- efﬁcient edge AI: Algorithms and systems,.

Optimal Transceiver Design in Over-the-Air Federated Distillation Com munication- efﬁcient edge AI: Algorithms and systems,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:43:53.041658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 258f92cd-a126-4061-b6fd-62939d4745b2 · outbound

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

Optimal Transceiver Design in Over-the-Air Federated Distillation Communication-efﬁcient learning of deep networks from de centralized data,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:43:53.027652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2b7f6f71-ab9c-49d3-bc35-3ca7d7718b58 · outbound

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

Optimal Transceiver Design in Over-the-Air Federated Distillation Broadband Analog Aggregat ion for Low-Latency Federated Edge Learning,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:43:53.012809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7a06d621-f2cb-40f8-9890-ac8b16f7ac3b · outbound

This paper cites Over- the-air federated learning and optimization,.

Optimal Transceiver Design in Over-the-Air Federated Distillation Over- the-air federated learning and optimization,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:43:52.875099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8be20fef-3d90-4ab3-95cf-a94ca3931c72 · outbound

This paper cites Federated Learning Over W ireless Fading Channels,.

Optimal Transceiver Design in Over-the-Air Federated Distillation Federated Learning Over W ireless Fading Channels,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:43:52.538170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 92786383-d39f-48a6-b99e-5717affb04b3 · outbound

This paper cites Joint Receiver Desi gn and User Scheduling for Over-the-Air Aggregation in Federated Lear ning,.

Optimal Transceiver Design in Over-the-Air Federated Distillation Joint Receiver Desi gn and User Scheduling for Over-the-Air Aggregation in Federated Lear ning,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:43:52.223147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c3107ee3-8335-4996-82ac-00d43acafba4 · outbound

This paper cites Federated Learnin g via Over-the- Air Computation,.

Optimal Transceiver Design in Over-the-Air Federated Distillation Federated Learnin g via Over-the- Air Computation,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:43:51.943360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6e8eb657-2f04-40cd-9428-3203514ff6de · outbound

This paper cites Over-the-Air Compu tation Empowered Federated Learning: A Joint Uplink-Downlink Des ign,.

Optimal Transceiver Design in Over-the-Air Federated Distillation Over-the-Air Compu tation Empowered Federated Learning: A Joint Uplink-Downlink Des ign,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:43:51.771024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f5f66eec-39c9-4925-b416-d9b5a72d2311 · outbound

This paper cites Joint Beamforming and Learning Rat e Opti- mization for Over-the-Air Federated Learning,.

Optimal Transceiver Design in Over-the-Air Federated Distillation Joint Beamforming and Learning Rat e Opti- mization for Over-the-Air Federated Learning,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:43:51.604990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 06d5a868-10a2-4ce1-89d3-d9fe38eac259 · outbound

This paper cites Harnessing the power of llms in practice: A survey on chatgpt and beyond,.

Optimal Transceiver Design in Over-the-Air Federated Distillation Harnessing the power of llms in practice: A survey on chatgpt and beyond,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:43:51.474229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 96ecf06e-4d09-4bb4-b247-26819b007666 · outbound

This paper cites Deep Compr ession for Efﬁcient and Accelerated Over-the-Air Federated Learn ing,.

Optimal Transceiver Design in Over-the-Air Federated Distillation Deep Compr ession for Efﬁcient and Accelerated Over-the-Air Federated Learn ing,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:43:51.296057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 15580de9-935f-4707-bf3f-02dc0664553b · outbound

This paper cites Communication-efﬁcient on-device machine learning: fed erated distil- lation and augmentation under non-IID private data,.

Optimal Transceiver Design in Over-the-Air Federated Distillation Communication-efﬁcient on-device machine learning: fed erated distil- lation and augmentation under non-IID private data,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:43:51.122854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c4c0afed-2076-466a-a5b2-92dd9baf6b6c · outbound

This paper cites Large scale distributed neural network training through online distillation.

Optimal Transceiver Design in Over-the-Air Federated Distillation Large scale distributed neural network training through online distillation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T15:43:46.990439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3f03092-dd8f-4eff-8a57-e6f5d67c13d5 · outbound

This paper cites CFD: Communication-Efﬁcient Federated Distillation via Soft- Label Quanti- zation and Delta Coding,.

Optimal Transceiver Design in Over-the-Air Federated Distillation CFD: Communication-Efﬁcient Federated Distillation via Soft- Label Quanti- zation and Delta Coding,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:43:50.915938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2e9ea989-1f8e-4fcd-a355-cb40302f4551 · outbound

This paper cites Selective Knowledge Sharing for Privacy-Preserving Federated Distillation without A Good Teacher.

Optimal Transceiver Design in Over-the-Air Federated Distillation Selective Knowledge Sharing for Privacy-Preserving Federated Distillation without A Good Teacher

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T15:43:47.204227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e2c8d48-dfce-4ff6-945d-1eace5ce6a10 · outbound

This paper cites Communication Chann el-Aware Federated Distillation For Massive MIMO Systems,.

Optimal Transceiver Design in Over-the-Air Federated Distillation Communication Chann el-Aware Federated Distillation For Massive MIMO Systems,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:43:50.700022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation af3059c4-ba0b-4a37-8f3c-0a15d50ea280 · outbound

This paper cites Cooperative Learni ng VIA Fed- erated Distillation OVER Fading Channels,.

Optimal Transceiver Design in Over-the-Air Federated Distillation Cooperative Learni ng VIA Fed- erated Distillation OVER Fading Channels,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:43:50.542169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1ffe3e57-6466-43e8-9a87-3b5d4e46a98a · outbound

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

Optimal Transceiver Design in Over-the-Air Federated Distillation Joint Chann el Esti- mation and Feedback for mm-Wave System Using Federated Lear ning,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:43:50.345556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation aa502fdf-8187-4281-8992-f5ec2184175a · outbound

This paper cites Federated Generative Ad versarial Networks based Channel Estimation,.

Optimal Transceiver Design in Over-the-Air Federated Distillation Federated Generative Ad versarial Networks based Channel Estimation,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:43:50.137314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 48d7d5e0-1c3e-4f99-96c7-c04dd51f48d5 · outbound

This paper cites The Best of Both Worlds: Accurate Global and Personalized Models through Federated Learning with Data-Free Hyper-Knowledge Distillation.

Optimal Transceiver Design in Over-the-Air Federated Distillation The Best of Both Worlds: Accurate Global and Personalized Models through Federated Learning with Data-Free Hyper-Knowledge Distillation

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:43:48.662513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7128d7e9-599f-4c5f-bb3c-564c10636d8f · outbound

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

Optimal Transceiver Design in Over-the-Air Federated Distillation On the conver gence of step decay step-size for stochastic optimization,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T15:43:47.766649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6822198-64f1-4920-a4b4-2fa16f33692d · outbound

This paper cites Revisit ing Analog Over-the-Air Machine Learning: The Blessing and Cur se of Interference,.

Optimal Transceiver Design in Over-the-Air Federated Distillation Revisit ing Analog Over-the-Air Machine Learning: The Blessing and Cur se of Interference,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:43:49.993405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 748c9fd2-7a9f-4521-8a50-3fea5eb0f4ad · outbound

This paper cites Sem idef- inite Relaxation of Quadratic Optimization Problems,.

Optimal Transceiver Design in Over-the-Air Federated Distillation Sem idef- inite Relaxation of Quadratic Optimization Problems,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:43:49.824544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 17684a36-86e5-48f0-8a87-0d9fede64a30 · outbound

This paper cites Grant, and S.

Optimal Transceiver Design in Over-the-Air Federated Distillation Grant, and S

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:43:49.650493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a84d8412-1500-444e-900f-97b9048601bb · outbound

This paper cites Reconﬁgurable Inte lligent Sur- face Enabled Federated Learning: A Uniﬁed Communication-L earning Design Approach,.

Optimal Transceiver Design in Over-the-Air Federated Distillation Reconﬁgurable Inte lligent Sur- face Enabled Federated Learning: A Uniﬁed Communication-L earning Design Approach,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:43:49.462015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 155d06e9-099d-4ad0-93c4-df02639da34a · outbound

This paper cites Wireless Communications, Principles a nd Practice,.

Optimal Transceiver Design in Over-the-Air Federated Distillation Wireless Communications, Principles a nd Practice,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:43:49.247403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 03f4dd90-23cc-442e-9c9e-f67e4e826a5b · outbound

This paper cites Federated learning on non-iid data silos: An experimental study,.

Optimal Transceiver Design in Over-the-Air Federated Distillation Federated learning on non-iid data silos: An experimental study,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:43:49.061664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4d04ea35-92bd-4412-a850-0af3b45e9d36 · outbound

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

Optimal Transceiver Design in Over-the-Air Federated Distillation IEEE 802.11ac: 5th g eneration wiﬁ networking,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:43:48.875977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

Observation fe868909-4acf-4345-a953-1f0a2f2b0d56 · inbound

Communication-Learning Co-Design for Differentially Private Over-the-Air Federated Distillation cites this paper.

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 2026-08-10T06:31:04.303077+00:00.