Paper Citation Record · LEDGER

FedABC: Attention-Based Client Selection for Federated Learning with Long-Term View

As of 8 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2507.20871.

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

pith.paper-citation-record.v1
2507.20871 v2

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T13:15:16.516276Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

25 of 25 outbound references displayed

verified exact0
verified fuzzy20
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 759be0e8-f0a5-4f92-b1f1-0453ed87c94b · outbound

This paper cites 6G the next horizon: From connected people and things to connected intelligence,.

FedABC: Attention-Based Client Selection for Federated Learning with Long-Term View 6G the next horizon: From connected people and things to connected intelligence,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:15:20.452279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 95271611-8eac-44d1-a127-6ad2510955c5 · outbound

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

FedABC: Attention-Based Client Selection for Federated Learning with Long-Term View Communication-efficient learning of deep networks from decentralized data,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:15:20.238730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 846ed76d-cff4-4f9c-9dde-5499d05cbd2b · outbound

This paper cites Advancing federated learning in 6G: a trusted architecture with graph-based analysis,.

FedABC: Attention-Based Client Selection for Federated Learning with Long-Term View Advancing federated learning in 6G: a trusted architecture with graph-based analysis,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:15:20.083373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e6e3dd91-2210-40bc-b79b-683ff501508e · outbound

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

FedABC: Attention-Based Client Selection for Federated Learning with Long-Term View Advances and open problems in federated learning,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:15:19.889224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 25cfad0a-6743-4b65-aad7-9a4a93b885cf · outbound

This paper cites FLaaS6G: Federated learning as a service in 6G using distributed data management architec- ture,.

FedABC: Attention-Based Client Selection for Federated Learning with Long-Term View FLaaS6G: Federated learning as a service in 6G using distributed data management architec- ture,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:15:19.641047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3a487485-754b-4b04-9a98-0c694cbfcfd4 · outbound

This paper cites Federated optimization in heterogeneous networks,.

FedABC: Attention-Based Client Selection for Federated Learning with Long-Term View Federated optimization in heterogeneous networks,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:15:19.464486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 58bd51c1-6a51-410d-ad2d-6efce3c02b68 · outbound

This paper cites Clustered federated learning: Model-agnostic distributed multitask optimization under privacy con- straints,.

FedABC: Attention-Based Client Selection for Federated Learning with Long-Term View Clustered federated learning: Model-agnostic distributed multitask optimization under privacy con- straints,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:15:19.292775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d8ae1ce5-f0e9-4467-9242-d8a1eb4a5a5a · outbound

This paper cites an unresolved cited work.

FedABC: Attention-Based Client Selection for Federated Learning with Long-Term View Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:15:19.098302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d204bf65-dab7-4476-a72a-603d592569b5 · outbound

This paper cites Federated Learning with Non-IID Data.

FedABC: Attention-Based Client Selection for Federated Learning with Long-Term View Federated Learning with Non-IID Data

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T13:15:14.898619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6fe463a-f171-4e7a-b2d8-0d2b3cbf2de3 · outbound

This paper cites Towards understanding biased client selection in federated learning,.

FedABC: Attention-Based Client Selection for Federated Learning with Long-Term View Towards understanding biased client selection in federated learning,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:15:18.940295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 223e982b-529a-4af2-b021-0638973e180c · outbound

This paper cites AUCTION: Automated and quality-aware client selection framework for efficient federated learning,.

FedABC: Attention-Based Client Selection for Federated Learning with Long-Term View AUCTION: Automated and quality-aware client selection framework for efficient federated learning,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:15:18.761185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 949d4dff-9144-4e7c-b90e-fc65265bb553 · outbound

This paper cites Client selection for federated learning with heterogeneous resources in mobile edge.

FedABC: Attention-Based Client Selection for Federated Learning with Long-Term View Client selection for federated learning with heterogeneous resources in mobile edge

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:15:18.576377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 15ddfd1b-3a3a-4f7a-9544-dffe5d5e2d13 · outbound

This paper cites Attention is all you need,.

FedABC: Attention-Based Client Selection for Federated Learning with Long-Term View Attention is all you need,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:15:18.419189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a9152e87-7c86-4aa3-96a0-3061e0839a5a · outbound

This paper cites Structured attention networks,.

FedABC: Attention-Based Client Selection for Federated Learning with Long-Term View Structured attention networks,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:15:18.300011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2675e2fb-78dc-43ed-8a88-f1ff24800a91 · outbound

This paper cites Client selection and bandwidth allocation in wireless federated learning networks: A long-term perspective,.

FedABC: Attention-Based Client Selection for Federated Learning with Long-Term View Client selection and bandwidth allocation in wireless federated learning networks: A long-term perspective,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:15:18.134428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f72f12f4-aef7-4cb7-b4fc-e198d0ed0530 · outbound

This paper cites Towards Federated Learning at Scale: System Design.

FedABC: Attention-Based Client Selection for Federated Learning with Long-Term View Towards Federated Learning at Scale: System Design

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T13:15:15.757462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0644745b-ea58-4ab9-93ea-19556ee23de6 · outbound

This paper cites Federated learning via over- the-air computation,.

FedABC: Attention-Based Client Selection for Federated Learning with Long-Term View Federated learning via over- the-air computation,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:15:17.909782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7c2133ec-aec7-40b3-8014-8acdcdea1582 · outbound

This paper cites CoT-Kinetics: A Theoretical Modeling Assessing LRM Reasoning Process.

FedABC: Attention-Based Client Selection for Federated Learning with Long-Term View CoT-Kinetics: A Theoretical Modeling Assessing LRM Reasoning Process

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T13:15:15.920899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ced8d897-74fe-4ad6-8a34-a1b31e2eebb3 · outbound

This paper cites ClusterFL: a similarity-aware federated learning system for human activity recogni- tion,.

FedABC: Attention-Based Client Selection for Federated Learning with Long-Term View ClusterFL: a similarity-aware federated learning system for human activity recogni- tion,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:15:17.700500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 85172bd7-9c10-45fb-ad95-bc967a3fa168 · outbound

This paper cites Active Federated Learning.

FedABC: Attention-Based Client Selection for Federated Learning with Long-Term View Active Federated Learning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T13:15:16.088689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a7b66a3-a7f3-4636-bfcb-4eeadf0aadaf · outbound

This paper cites Communication-efficient adaptive federated learning,.

FedABC: Attention-Based Client Selection for Federated Learning with Long-Term View Communication-efficient adaptive federated learning,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:15:17.539876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4a523b95-c7d4-4655-87f6-4f2c5a0f666b · outbound

This paper cites A review of client selection methods in federated learning,.

FedABC: Attention-Based Client Selection for Federated Learning with Long-Term View A review of client selection methods in federated learning,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:15:17.345959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6792cc7a-7a0f-4178-9eb3-52fd6355c958 · outbound

This paper cites Game of gradients: Mitigating irrelevant clients in federated learning,.

FedABC: Attention-Based Client Selection for Federated Learning with Long-Term View Game of gradients: Mitigating irrelevant clients in federated learning,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:15:17.154907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c93cdcc5-2172-4744-be0c-1e198a488e69 · outbound

This paper cites Tifl: A tier-based federated learning system,.

FedABC: Attention-Based Client Selection for Federated Learning with Long-Term View Tifl: A tier-based federated learning system,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:15:16.963448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation db28e71a-5aa6-4b46-b492-2b508afcb015 · outbound

This paper cites Client selection based on label quantity information for federated learning,.

FedABC: Attention-Based Client Selection for Federated Learning with Long-Term View Client selection based on label quantity information for federated learning,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:15:16.780342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.