Paper Citation Record · LEDGER

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning

As of 6 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2607.26801.

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

pith.paper-citation-record.v1
2607.26801 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-30T20:41:08.144840Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

37 of 37 outbound references displayed

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External citation measurements

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Outbound references

Observation 741ad8c0-4978-4aef-a7cc-b9582375ff69 · outbound

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

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning Communication-efficient learning of deep networks from decentralized data,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-30T20:41:06.544182Z

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Observation 139b9de4-e6ab-4b00-ba1a-3ae5e83e8df5 · outbound

This paper cites Federated machine learning: Concept and applications,.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning Federated machine learning: Concept and applications,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-30T20:41:06.604850Z

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Observation 35e76b9c-4d36-42c6-bf2e-ac21624282db · outbound

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

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning Advances and open problems in federated learning,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-30T20:41:06.661291Z

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Observation 5a8c05de-b2a7-4a49-b8ab-189bb6a01a4e · outbound

This paper cites Projected federated averaging with heterogeneous differential privacy,.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning Projected federated averaging with heterogeneous differential privacy,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-30T20:41:06.716451Z

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Observation dafffce1-a5e6-47b2-8efc-194886a68488 · outbound

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

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning Federated learning: Challenges, methods, and future directions,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-30T20:41:06.786458Z

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Observation 88ca044d-6af2-4c82-a402-42b253aa5cb4 · outbound

This paper cites FedKNOW: Federated continual learning with signature task knowledge integration at edge,.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning FedKNOW: Federated continual learning with signature task knowledge integration at edge,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-30T20:41:06.831908Z

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Observation ad2b9759-e42f-4286-9976-d2b504757bd3 · outbound

This paper cites HeteroFL: Computation and com- munication efficient federated learning for heterogeneous clients,.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning HeteroFL: Computation and com- munication efficient federated learning for heterogeneous clients,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-30T20:41:06.866160Z

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Observation 479b3c50-4af9-462a-91b9-35a430cea43d · outbound

This paper cites FedMD: Heterogenous Federated Learning via Model Distillation.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning FedMD: Heterogenous Federated Learning via Model Distillation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-30T20:41:06.900821Z

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Observation 18310181-b63c-4514-b858-c07d6fa10b8f · outbound

This paper cites Fedproto: Federated prototype learning across heterogeneous clients,.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning Fedproto: Federated prototype learning across heterogeneous clients,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-30T20:41:06.950641Z

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Observation 52c10085-c69f-4284-9adf-64be46eef831 · outbound

This paper cites Htfllib: A comprehensive heterogeneous federated learning library and benchmark,.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning Htfllib: A comprehensive heterogeneous federated learning library and benchmark,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-30T20:41:07.004248Z

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Observation 81c7a864-319c-40c7-a002-c6c7724eb5f4 · outbound

This paper cites Think Locally, Act Globally: Federated Learning with Local and Global Representations.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning Think Locally, Act Globally: Federated Learning with Local and Global Representations

Reference 11

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Observation 1bd849eb-6f57-49cf-ae5b-41ff6eb594a4 · outbound

This paper cites Data-free knowledge distillation for het- erogeneous federated learning,.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning Data-free knowledge distillation for het- erogeneous federated learning,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-30T20:41:07.122553Z

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Observation 8e60ae29-a49a-49ee-9239-e643dbe9fbeb · outbound

This paper cites On bridging generic and personalized federated learning for image classification,.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning On bridging generic and personalized federated learning for image classification,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-30T20:41:07.174332Z

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Observation 51dc20b8-b093-4ae0-b792-3ea241e46273 · outbound

This paper cites Fedgh: Heterogeneous federated learning with generalized global header,.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning Fedgh: Heterogeneous federated learning with generalized global header,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-30T20:41:07.232936Z

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Observation ede0afce-5039-474a-905a-ca7ba6a18e36 · outbound

This paper cites FedEcover: Fast and sta- ble converging model-heterogeneous federated learning with efficient- coverage submodel extraction,.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning FedEcover: Fast and sta- ble converging model-heterogeneous federated learning with efficient- coverage submodel extraction,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-30T20:41:07.343853Z

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Observation c23fd26c-887f-40e3-85cf-85dee1a58ff8 · outbound

This paper cites Ensemble distillation for robust model fusion in federated learning,.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning Ensemble distillation for robust model fusion in federated learning,

Reference 16

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Observation 3f080e5d-5bd2-4ae9-812b-d1bc67b571c7 · outbound

This paper cites Communication-efficient federated learning via knowledge distillation,.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning Communication-efficient federated learning via knowledge distillation,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-30T20:41:07.430701Z

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Observation c8dad348-d25b-4cbb-80bc-6c953907e0d2 · outbound

This paper cites Fedskd: Aggregation-free model- heterogeneous federated learning via multidimensional similarity knowl- edge distillation for medical image classification,.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning Fedskd: Aggregation-free model- heterogeneous federated learning via multidimensional similarity knowl- edge distillation for medical image classification,

Reference 18

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Observation 111ee968-5dd9-4c07-9d4b-4e62e472fb1e · outbound

This paper cites FedCD: Towards consolidated distillation for heterogeneous federated learning,.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning FedCD: Towards consolidated distillation for heterogeneous federated learning,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-30T20:41:07.501628Z

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Observation 051e2e84-7597-4343-8d8e-e81b1b35d9b5 · outbound

This paper cites Fedtgp: Trainable global proto- types with adaptive-margin-enhanced contrastive learning for data and model heterogeneity in federated learning,.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning Fedtgp: Trainable global proto- types with adaptive-margin-enhanced contrastive learning for data and model heterogeneity in federated learning,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-30T20:41:07.538027Z

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Observation 9cdfe907-ee16-4470-b7d9-26262654d21b · outbound

This paper cites Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-30T20:41:07.568618Z

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Observation 883dea37-2406-49c4-acd1-4cea0ab38b7b · outbound

This paper cites An upload-efficient scheme for transferring knowledge from a server-side pre-trained generator to clients in heterogeneous federated learning,.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning An upload-efficient scheme for transferring knowledge from a server-side pre-trained generator to clients in heterogeneous federated learning,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-30T20:41:07.596718Z

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Observation cf8997a7-50a7-4fa7-9b77-11dc4645de18 · outbound

This paper cites Model-heterogeneous federated graph learning with prototype propagation,.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning Model-heterogeneous federated graph learning with prototype propagation,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-30T20:41:07.633906Z

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Observation 0b80355e-e822-4e0e-bb95-6160d9ee32ad · outbound

This paper cites Hetefedrec: Federated recommender systems with model heterogeneity,.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning Hetefedrec: Federated recommender systems with model heterogeneity,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-30T20:41:07.667633Z

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Observation e0fbf041-3c3c-4306-881a-d11ea0626f68 · outbound

This paper cites Exploiting shared representations for personalized federated learning,.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning Exploiting shared representations for personalized federated learning,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-30T20:41:07.696874Z

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Observation 2986ac0d-7d1a-481a-aee5-27e43e15f2ee · outbound

This paper cites Federated Mutual Learning.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning Federated Mutual Learning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-30T20:41:07.725136Z

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Observation 4b352aa3-d81f-46bd-9857-9571ec06450c · outbound

This paper cites Subspace constraint and contribution estimation for heterogeneous federated learning,.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning Subspace constraint and contribution estimation for heterogeneous federated learning,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-30T20:41:07.753678Z

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Observation 6b8496e4-46d0-42b1-be99-e340f562b60e · outbound

This paper cites Federated model heterogeneous matryoshka representation learning,.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning Federated model heterogeneous matryoshka representation learning,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-30T20:41:07.918408Z

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Observation c91ff7e3-f8a0-4b2f-91fc-938fe8945a76 · outbound

This paper cites FedRE: A representation entanglement framework for model-heterogeneous federated learning,.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning FedRE: A representation entanglement framework for model-heterogeneous federated learning,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-30T20:41:07.958511Z

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Observation e2fa3ee5-68b3-4d8c-982f-8ae321f771ad · outbound

This paper cites Learning multiple layers of features from tiny images,.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning Learning multiple layers of features from tiny images,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-30T20:41:07.995532Z

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Observation 735da9c4-f4f7-4188-a7e7-a86c6d2e2ea1 · outbound

This paper cites ImageNet large scale visual recognition challenge,.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning ImageNet large scale visual recognition challenge,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-30T20:41:08.030056Z

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Observation c33f91c0-5fb5-4fba-b562-fa48db283aaa · outbound

This paper cites Tiny imagenet visual recognition challenge,.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning Tiny imagenet visual recognition challenge,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-30T20:41:08.062402Z

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Observation a8f96786-5bfe-4172-9036-0d0b6cd40edf · outbound

This paper cites Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-30T20:41:08.101510Z

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Observation 0b41b0c9-20d7-4183-9ca4-fe1a2a229218 · outbound

This paper cites Bayesian nonparametric federated learning of neural networks,.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning Bayesian nonparametric federated learning of neural networks,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-30T20:41:08.123633Z

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Observation 513117b0-8b26-45da-9a81-cfa244b723ff · outbound

This paper cites Going deeper with convolutions,.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning Going deeper with convolutions,

Reference 35

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Observation b9357d5e-37e8-49c5-be5b-6b6a4dd5bc8a · outbound

This paper cites Mo- bileNetV2: Inverted residuals and linear bottlenecks,.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning Mo- bileNetV2: Inverted residuals and linear bottlenecks,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-30T20:41:08.137957Z

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Observation 26b94469-baab-4e8f-b5a9-313ba6f32d62 · outbound

This paper cites Deep residual learning for image recognition,.

FedTopo: Relation-Level Topology Sharing for Model-Heterogeneous Federated Learning Deep residual learning for image recognition,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-30T20:41:08.144840Z

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Pith citing papers

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