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Paper Citation Record · LEDGER

Latency Optimization for Wireless Federated Learning in Multihop Networks

As of 8 August 2026, this Paper Citation Record lists 8 of 8 outbound references and 0 inbound Pith citation observations for arXiv:2506.12081.

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

pith.paper-citation-record.v1
2506.12081 v1

Coverage vector

measured 8 of 8 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:44:07.898455Z

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

8 of 8 outbound references displayed

  • verified exact0
  • verified fuzzy8
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0fa3711d-7dc0-4281-9522-c1a5e19856a6 · outbound

This paper cites Energy efficient federated learning over wireless com- munication networks,.

Latency Optimization for Wireless Federated Learning in Multihop Networks Energy efficient federated learning over wireless com- munication networks,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:44:10.401997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:44:06.952123Z digest=sha256:2c4610071684524dd66ec46e0814e51643eba52d29a52f15a0afdc0d2e62042e

Observation 411926af-de3c-4299-8027-d9c80284086a · outbound

This paper cites Federated learning over multihop wireless networks with in-network aggregation,.

Latency Optimization for Wireless Federated Learning in Multihop Networks Federated learning over multihop wireless networks with in-network aggregation,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:44:10.035244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:44:07.036064Z digest=sha256:02503accfa355cadf0e063fb4b639a102794695e33bcdebf8729cea456ea7616

Observation e9e77717-6c70-4e59-8872-c5e53958b6ec · outbound

This paper cites Fedair: Towards multi-hop federated learning over-the-air,.

Latency Optimization for Wireless Federated Learning in Multihop Networks Fedair: Towards multi-hop federated learning over-the-air,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:44:09.801747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:44:07.177082Z digest=sha256:ebce8ce4d24b52fadb7eb59960f3318361ecc13b050c7505f7b33f5816bcefbe

Observation 9ea75642-228f-4f3e-ba10-9c024d9d4420 · outbound

This paper cites Toward efficient hierarchical federated learning design over multi-hop wireless communications networks,.

Latency Optimization for Wireless Federated Learning in Multihop Networks Toward efficient hierarchical federated learning design over multi-hop wireless communications networks,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:44:09.551132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:44:07.319865Z digest=sha256:0a06da11f8e364fb37550f97b70a372128f1830d89f2be96e1441674e1641422

Observation 41fb18e7-922c-4aa5-a57a-b15e67a66a95 · outbound

This paper cites Wip: Federated learning for routing in swarm based distributed multi-hop networks,.

Latency Optimization for Wireless Federated Learning in Multihop Networks Wip: Federated learning for routing in swarm based distributed multi-hop networks,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:44:09.270977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:44:07.498861Z digest=sha256:e793bd7fd1c3bd14c16333818322005aadc64257b413c992b5dc54957d82d8bd

Observation 6a3a4cff-7128-4ef4-812a-cc98670e12c5 · outbound

This paper cites Jamming attacks on decentralized federated learning in general multi-hop wireless networks,.

Latency Optimization for Wireless Federated Learning in Multihop Networks Jamming attacks on decentralized federated learning in general multi-hop wireless networks,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:44:08.989810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:44:07.623746Z digest=sha256:508b5d5bb6fa850b9218c209fbafce50fb3db8eea1d9c3c09714bbeec73af824

Observation 8cceac15-62b3-4296-8dca-4ceb0086c580 · outbound

This paper cites Simultaneous wireless information and power transfer for decode-and-forward multihop relay systems in energy- constrained iot networks,.

Latency Optimization for Wireless Federated Learning in Multihop Networks Simultaneous wireless information and power transfer for decode-and-forward multihop relay systems in energy- constrained iot networks,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:44:08.689338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:44:07.755645Z digest=sha256:7745e903e301055353f5eaa9b65a92f73db082e0689c748e8a51068e6e0f9d95

Observation 2716004b-9c41-4909-b0fe-18c63d36082b · outbound

This paper cites Ben-Tal et al.

Latency Optimization for Wireless Federated Learning in Multihop Networks Ben-Tal et al

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:44:08.393947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:44:07.898455Z digest=sha256:47e5ab116f1728adc8db10e273c424a093fb7847d1b7bed58c97fa502dfd7a1e

Pith citing papers

No inbound Pith citation observations are available.