Paper Citation Record · LEDGER

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning

As of 9 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 1 inbound Pith citation observation for arXiv:2506.10607.

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

pith.paper-citation-record.v1
2506.10607 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:31:42.014659Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:11:16.206100Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T15:11:16.310416Z

Reference resolution

32 of 32 outbound references displayed

verified exact0
verified fuzzy21
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e857c8b6-78b9-4b6a-902f-9ed403d9cbbf · outbound

This paper cites Decentralized directed collaboration for personalized federated learning,.

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning Decentralized directed collaboration for personalized federated learning,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:31:42.293746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 83abf68e-853d-4563-91c1-39728e3c8f2e · outbound

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

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning Communication-efficient learning of deep networks from decentralized data,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:31:42.285167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7b6571df-3c3d-421c-86e4-d6ef00ece3a2 · outbound

This paper cites Federated learning: Challenges, methods, and future directions,.

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning Federated learning: Challenges, methods, and future directions,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T04:31:41.931818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2e6f45e-f209-499f-9177-007c99173047 · outbound

This paper cites Fedstellar: A platform for decentralized federated learning,.

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning Fedstellar: A platform for decentralized federated learning,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:31:42.271258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 68847556-4c87-4ba7-8c58-43472657ac04 · outbound

This paper cites Advances and open problems in federated learning,.

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning Advances and open problems in federated learning,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T04:31:41.938497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9092e18c-5b75-4490-afdc-bb35e8d13bed · outbound

This paper cites Can decentralized algorithms outperform centralized algorithms? a case study for decentralized parallel stochastic gradient descent,.

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning Can decentralized algorithms outperform centralized algorithms? a case study for decentralized parallel stochastic gradient descent,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:31:42.257155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4335492b-3589-450d-a131-0f6b3ea046eb · outbound

This paper cites When federated learning meets blockchain: A new distributed learning paradigm,.

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning When federated learning meets blockchain: A new distributed learning paradigm,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T04:31:41.945132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eef53039-eda8-43aa-a684-feb0221fb107 · outbound

This paper cites Blockchain- empowered decentralized horizontal federated learning for 5g-enabled uavs,.

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning Blockchain- empowered decentralized horizontal federated learning for 5g-enabled uavs,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:31:42.242975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 93a263a1-a9ba-4eec-914b-836d4c9c7826 · outbound

This paper cites A survey on scalable lorawan for massive iot: Recent advances, potentials, and challenges,.

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning A survey on scalable lorawan for massive iot: Recent advances, potentials, and challenges,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T04:31:41.950714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 335dd96b-048a-42fe-9a9b-9cf1a36cfb49 · outbound

This paper cites Decentralized federated learning: Fundamentals, state of the art, frameworks, trends, and challenges,.

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning Decentralized federated learning: Fundamentals, state of the art, frameworks, trends, and challenges,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T04:31:41.953592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a38019a-10e7-408c-88c0-a5aa17e3d838 · outbound

This paper cites Decentralized opti- mization over noisy, rate-constrained networks: Achieving consensus by communicating differences,.

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning Decentralized opti- mization over noisy, rate-constrained networks: Achieving consensus by communicating differences,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:31:42.223844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 527572b7-684a-4434-9b44-f50ae1ecd077 · outbound

This paper cites Quantized decentralized stochastic learning over directed graphs,.

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning Quantized decentralized stochastic learning over directed graphs,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:31:42.214647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 75e92ca7-ca7d-48b6-ac12-92fea3f10682 · outbound

This paper cites On the benefits of multiple gossip steps in communication-constrained decentralized federated learning,.

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning On the benefits of multiple gossip steps in communication-constrained decentralized federated learning,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:31:42.205144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 11cc3eb6-d40e-4765-a1b8-cce0b2e0de07 · outbound

This paper cites Gossipfl: A decentralized federated learning framework with sparsified and adaptive communication,.

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning Gossipfl: A decentralized federated learning framework with sparsified and adaptive communication,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:31:42.196492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d178eb22-2e21-46d6-81fb-b070dce0ab9b · outbound

This paper cites Wait or not to wait: Evaluating trade-offs between speed and precision in blockchain- based federated aggregation,.

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning Wait or not to wait: Evaluating trade-offs between speed and precision in blockchain- based federated aggregation,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:31:42.187112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8f493e54-201d-4ecf-92b5-152b9400c9a0 · outbound

This paper cites Tram-fl: Routing-based model training for decentralized federated learning,.

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning Tram-fl: Routing-based model training for decentralized federated learning,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:31:42.178464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7b8f5d97-02de-4a2b-9fe1-c9e002f0e8e0 · outbound

This paper cites Peer-to-peer mem- bership management for gossip-based protocols,.

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning Peer-to-peer mem- bership management for gossip-based protocols,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:31:42.169856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ea036dd2-533c-4b34-b009-267b25dd26ba · outbound

This paper cites Decentralized federated learning: Balancing communication and computing costs,.

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning Decentralized federated learning: Balancing communication and computing costs,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T04:31:41.975020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f491477b-7dc6-4051-bc7c-183d3718fbb4 · outbound

This paper cites Cross-silo federated learning for multi-tier networks with vertical and horizontal data par- titioning,.

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning Cross-silo federated learning for multi-tier networks with vertical and horizontal data par- titioning,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:31:42.155421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2493bcea-eefe-4f88-8be2-7c9d855467e4 · outbound

This paper cites Intelligent neighbor selection for efficient query routing in unstructured p2p networks using q-learning,.

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning Intelligent neighbor selection for efficient query routing in unstructured p2p networks using q-learning,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:31:42.146273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7ff010a7-dca8-4b67-8198-f072b92f6ee8 · outbound

This paper cites Deep reinforcement learning based transmission policy enforcement and multi-hop routing in qos aware lora iot networks,.

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning Deep reinforcement learning based transmission policy enforcement and multi-hop routing in qos aware lora iot networks,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:31:42.135955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b8a63f68-17d8-4b34-bbc3-a8ca2c2375c0 · outbound

This paper cites Sparsfa: Towards robust and communication-efficient peer-to-peer fed- erated learning,.

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning Sparsfa: Towards robust and communication-efficient peer-to-peer fed- erated learning,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:31:42.122893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1c7b5847-2ef5-4dc1-b02b-59751658d22c · outbound

This paper cites Decentralized Federated Learning: A Segmented Gossip Approach.

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning Decentralized Federated Learning: A Segmented Gossip Approach

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T04:31:41.989086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d61313ee-3739-4c86-8e00-dd295e958985 · outbound

This paper cites Beyond exponential graph: Communication-efficient topologies for decentralized learning via finite-time convergence,.

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning Beyond exponential graph: Communication-efficient topologies for decentralized learning via finite-time convergence,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:31:42.112398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9f1a5438-5450-4f09-adbd-97f725932ff0 · outbound

This paper cites Reliable federated learning based on dual-reputation reverse auction mechanism in internet of things,.

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning Reliable federated learning based on dual-reputation reverse auction mechanism in internet of things,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:31:42.102805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bdab7e0b-a284-40e3-bfa5-3a0008be0a86 · outbound

This paper cites On the shortest spanning subtree of a graph and the traveling salesman problem,.

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning On the shortest spanning subtree of a graph and the traveling salesman problem,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T04:31:41.997900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e036de0-f65e-4152-aac4-1bf42cc233c0 · outbound

This paper cites Shortest connection networks and some generalizations,.

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning Shortest connection networks and some generalizations,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T04:31:42.000343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cec67ab-91a9-4c22-af33-52e01016a39d · outbound

This paper cites O jist ´em probl ´emu minim ´aln´ım,.

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning O jist ´em probl ´emu minim ´aln´ım,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:31:42.082938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 564cd108-7f01-4f26-a1ce-53a1098faa62 · outbound

This paper cites On random graphs i,.

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning On random graphs i,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:31:42.074561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a0294b01-4d40-4c78-a45e-8a09ca5b1c8d · outbound

This paper cites Collective dynamics of ‘small- world’networks,.

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning Collective dynamics of ‘small- world’networks,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T04:31:42.008780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1457f644-cfa3-4ba8-8af8-ce309eeb77d7 · outbound

This paper cites Emergence of scaling in random net- works,.

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning Emergence of scaling in random net- works,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T04:31:42.011888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06f772ec-37d9-4b77-84a8-76b45f6a99dc · outbound

This paper cites Flooding in wireless ad hoc networks,.

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning Flooding in wireless ad hoc networks,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:31:42.053120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation 80b6c32d-c89a-4475-92ea-7ec7f4d74237 · inbound

A Comprehensive Data-centric Overview of Federated Graph Learning cites this paper.

A Comprehensive Data-centric Overview of Federated Graph Learning Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning

Reference 219

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:11:16.315530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.