Paper Citation Record · LEDGER

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning

As of 19 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 2 inbound Pith citation observations for arXiv:2412.17150.

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

pith.paper-citation-record.v1
2412.17150 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T12:26:36.561362Z

measured 34 of 34 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T16:41:38.860667Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T17:09:58.640008Z

Reference resolution

32 of 32 outbound references displayed

verified exact1
verified fuzzy7
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation baefe2ba-6311-43ff-b560-a137575a36af · outbound

This paper cites , " * write output.state after.block = add.period write newline.

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T12:26:36.431246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f520cb88-2d9e-4c6d-8448-f3c89a28a130 · outbound

This paper cites write newline.

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T12:26:36.436367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 698c75e9-3fa1-49fa-b048-9425598eaf21 · outbound

This paper cites an unresolved cited work.

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:26:36.935851Z

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 bff5e2a8-f2b0-4dbf-9401-b21fb07f0ad2 · outbound

This paper cites an unresolved cited work.

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:26:36.921683Z

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 c2647e74-2071-46fb-aba7-f39783c5119f · outbound

This paper cites J.; and Johnston, N.

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning J.; and Johnston, N

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:26:36.908712Z

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 ec410b7c-7b42-4e62-9f60-d0ff7626825e · outbound

This paper cites CompressAI: a PyTorch library and evaluation platform for end-to-end compression research.

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning CompressAI: a PyTorch library and evaluation platform for end-to-end compression research

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T12:26:36.453494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8165678b-8e76-495e-aa2d-29bdfd068eb2 · outbound

This paper cites an unresolved cited work.

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:26:36.897594Z

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 8b695f49-a5c7-4fc3-8420-8eb4f5715c46 · outbound

This paper cites an unresolved cited work.

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:26:36.887418Z

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 92f4f718-cf6d-4e79-a262-ffdf79e02a1b · outbound

This paper cites an unresolved cited work.

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:26:36.876521Z

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 5bbe2f35-9596-4607-bb1f-8bd0a6ce852f · outbound

This paper cites an unresolved cited work.

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:26:36.866472Z

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 f6d4525b-6480-4340-af6d-a3ec9866f6a3 · outbound

This paper cites an unresolved cited work.

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:26:36.855695Z

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 0508271f-41a8-4f57-a785-128dbebb682f · outbound

This paper cites Y.; Chuang, Y.-C.; and Wu, A.-Y.

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning Y.; Chuang, Y.-C.; and Wu, A.-Y

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:26:36.845177Z

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 5b37a608-05bb-41c1-882e-e2251438b4ff · outbound

This paper cites an unresolved cited work.

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:26:36.833695Z

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 c7a9446b-7603-469f-b3a2-15075faf8457 · outbound

This paper cites H.; Shiranthika, C.; Saeedi, P.; and Bajić, I.

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning H.; Shiranthika, C.; Saeedi, P.; and Bajić, I

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:26:36.819929Z

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 84a0dd7c-0885-40bd-b348-51e8505efe81 · outbound

This paper cites B.; Yu, F.

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning B.; Yu, F

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:26:36.809432Z

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 f2b237f8-a137-42f3-8a87-ec2e0157e11e · outbound

This paper cites an unresolved cited work.

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:26:36.797343Z

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 1b5ecf16-09fc-401f-849d-9b2ced29d8b9 · outbound

This paper cites an unresolved cited work.

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:26:36.786384Z

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 36e34285-2679-44e7-b679-a8aa94cec0cf · outbound

This paper cites FEDZIP: A Compression Framework for Communication-Efficient Federated Learning.

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning FEDZIP: A Compression Framework for Communication-Efficient Federated Learning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T12:26:36.506156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a1e66a1-f587-450a-8646-4eb8854078f2 · outbound

This paper cites an unresolved cited work.

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:26:36.775566Z

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 e4662d64-6a6f-4717-b411-0c8c35602436 · outbound

This paper cites Optimizing the Communication-Accuracy Trade-off in Federated Learning with Rate-Distortion Theory.

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning Optimizing the Communication-Accuracy Trade-off in Federated Learning with Rate-Distortion Theory

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T12:26:36.514062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f141648d-aa9e-4a9c-a4b6-796b8c583ed6 · outbound

This paper cites an unresolved cited work.

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:26:36.764258Z

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 701789bb-8e40-4756-96d7-86ed17f334a6 · outbound

This paper cites Adaptive Compression-Aware Split Learning and Inference for Enhanced Network Efficiency.

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning Adaptive Compression-Aware Split Learning and Inference for Enhanced Network Efficiency

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-11T12:26:36.623729Z

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 c2487bb8-15b5-429d-858b-453b220dc701 · outbound

This paper cites Communication-Efficient Split Learning via Adaptive Feature-Wise Compression.

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning Communication-Efficient Split Learning via Adaptive Feature-Wise Compression

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T12:26:36.527840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acb62dca-6320-4808-b3d6-626b37214279 · outbound

This paper cites H.; Saeedi, P.; and Baji \'c , I.

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning H.; Saeedi, P.; and Baji \'c , I

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:26:36.753369Z

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 fb3a358e-4db9-4562-9cb1-3a911db4dde3 · outbound

This paper cites an unresolved cited work.

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:26:36.742839Z

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 4dde6ced-b57e-49d9-bf81-b190f4a7b81c · outbound

This paper cites H.; Li, W.; Vercauteren, T.; Ourselin, S.; and Jorge Cardoso, M.

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning H.; Li, W.; Vercauteren, T.; Ourselin, S.; and Jorge Cardoso, M

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:26:36.731843Z

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 9cd3d13b-975e-4e61-9fce-ab0ceceb8bbd · outbound

This paper cites an unresolved cited work.

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:26:36.718827Z

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 4199b04b-ff07-43a9-aaf4-7e68e6433838 · outbound

This paper cites an unresolved cited work.

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:26:36.705122Z

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 51167810-ee31-4001-a0e5-58599c76e59e · outbound

This paper cites FedLite: A Scalable Approach for Federated Learning on Resource-constrained Clients.

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning FedLite: A Scalable Approach for Federated Learning on Resource-constrained Clients

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T12:26:36.549684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 355ac7a4-fbc2-4bbb-9b7e-d40fcec5cbac · outbound

This paper cites an unresolved cited work.

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:26:36.693595Z

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 0cd5a298-c4e2-4f47-bbfb-de368b31517b · outbound

This paper cites H.; Amer, H.; and Jiang, Y.

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning H.; Amer, H.; and Jiang, Y

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:26:36.680599Z

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 718ea080-5ad3-4a79-856a-d2af00b60d0a · outbound

This paper cites an unresolved cited work.

SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:26:36.668181Z

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

Observation 12c0ca44-747c-44a2-a487-078bb7a9bd15 · inbound

Adaptive Joint Compression and Synchronisation in Federated Split Learning for IoT Rainfall Prediction cites this paper.

Adaptive Joint Compression and Synchronisation in Federated Split Learning for IoT Rainfall Prediction SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-07-04T17:09:58.641706Z

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 88216aa9-7d6a-4eec-b1a1-cce826cfb312 · inbound

AutoEncoder-Compressed Parallel Split Learning for Pre-trained Model Fine-Tuning cites this paper.

AutoEncoder-Compressed Parallel Split Learning for Pre-trained Model Fine-Tuning SplitFedZip: Learned Compression for Data Transfer Reduction in Split-Federated Learning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T16:41:38.860667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.