Paper Citation Record · LEDGER

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning

As of 15 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 1 inbound Pith citation observation for arXiv:2506.07581.

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

pith.paper-citation-record.v1
2506.07581 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:40:15.990987Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T22:29:17.251504Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-04T22:29:18.442802Z

Reference resolution

52 of 52 outbound references displayed

verified exact0
verified fuzzy47
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f03bae97-c1aa-489f-a36f-e70376d37388 · outbound

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

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Communication-efficient learning of deep networks from decentral- ized data,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.821181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a9f0fbad-08e7-4849-92ad-aca861b79086 · outbound

This paper cites Adaptive federated optimization,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Adaptive federated optimization,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.799684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 20ed84bd-782f-4d37-a185-4c44323e0275 · outbound

This paper cites Federated learning in mobile edge networks: A comprehensive survey,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Federated learning in mobile edge networks: A comprehensive survey,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.783224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 984901d4-2caf-4129-a079-377aa0a4a2eb · outbound

This paper cites Federated learning and wireless communications,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Federated learning and wireless communications,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.766167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 72bb9748-ddcf-476e-af20-22384e29f960 · outbound

This paper cites Addressing class imbalance in federated learning,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Addressing class imbalance in federated learning,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.749625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation abcd32ff-365a-4547-a3af-d28c6df4ca0a · outbound

This paper cites Edge learning with timeliness constraints: Challenges and solutions,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Edge learning with timeliness constraints: Challenges and solutions,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.732617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c5b94432-99f9-4eb3-b679-7ab06aceedf0 · outbound

This paper cites MOB-FL: Mobility-aware federated learning for intelligent connected vehicles,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning MOB-FL: Mobility-aware federated learning for intelligent connected vehicles,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.716597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f9286414-264a-45a7-9fbf-45b4cd47395b · outbound

This paper cites Dynamic scheduling for vehicle-to-vehicle communications enhanced federated learning,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Dynamic scheduling for vehicle-to-vehicle communications enhanced federated learning,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.698215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5fa04be1-8ef7-464b-b2d4-b191d2287d38 · outbound

This paper cites Joint device scheduling and resource allocation for latency constrained wireless federated learning,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Joint device scheduling and resource allocation for latency constrained wireless federated learning,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.682155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9192d8e2-5ad0-45f8-a954-87280714d4cd · outbound

This paper cites Federated Learning with Non-IID Data.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Federated Learning with Non-IID Data

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T05:40:15.791589Z

Source-reported events for the cited work

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Observation 810444ed-4747-4b28-8503-a815dfddb3b2 · outbound

This paper cites Communication-efficient on-device machine learning: Federated dis- tillation and augmentation under non-iid private data,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Communication-efficient on-device machine learning: Federated dis- tillation and augmentation under non-iid private data,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.665394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 72d8aa87-00d0-49bd-a98e-09153c48888f · outbound

This paper cites Scaffold: Stochastic controlled averaging for federated learn- ing,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Scaffold: Stochastic controlled averaging for federated learn- ing,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.648130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4530823b-1919-4ace-99d1-25cae3abdc3b · outbound

This paper cites Federated learning with label distribution skew via logits calibration,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Federated learning with label distribution skew via logits calibration,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.631719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 68f84bbb-d5be-4f56-9dfe-d7cda2a5fdd8 · outbound

This paper cites Federated Learning with Personalization Layers.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Federated Learning with Personalization Layers

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T05:40:15.816061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94ef3842-9113-4240-b9c3-e240fe240221 · outbound

This paper cites Adaptive federated learning in resource constrained edge computing systems,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Adaptive federated learning in resource constrained edge computing systems,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T05:40:15.821084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e41208ea-2e22-42d1-9281-33878f344e59 · outbound

This paper cites Convergence time optimization for federated learning over wireless networks,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Convergence time optimization for federated learning over wireless networks,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.605044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3830af51-f124-4481-919f-4e90827cac27 · outbound

This paper cites Joint model pruning and device selection for communication-efficient federated edge learning ,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Joint model pruning and device selection for communication-efficient federated edge learning ,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.588908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 77509519-62cd-4f2c-8e2d-b832bb119654 · outbound

This paper cites Communication-efficient federated edge learning via opti- mal probabilistic device scheduling,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Communication-efficient federated edge learning via opti- mal probabilistic device scheduling,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.574523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e288dd48-260c-4621-a9ad-64b0f6c34fd5 · outbound

This paper cites Beamforming vector design and device selection in over-the-air federated learning,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Beamforming vector design and device selection in over-the-air federated learning,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.559728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 80d80f7b-5c94-4749-a8ff-1ba540467fc2 · outbound

This paper cites Asynchronous wireless federated learning with probabilistic client selection,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Asynchronous wireless federated learning with probabilistic client selection,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.544598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bcae9314-ec7c-440e-a2aa-f3a58d48bf8f · outbound

This paper cites Energy harvesting aware client selection for over-the-air federated learning,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Energy harvesting aware client selection for over-the-air federated learning,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.529567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 244e95e9-f2dd-447f-847a-936bf817ee34 · outbound

This paper cites Scheduling policies for federated learning in wireless networks,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Scheduling policies for federated learning in wireless networks,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.515064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8d11807a-9a80-4aed-a259-41343a421133 · outbound

This paper cites Context-aware online client selection for hierarchical federated learning,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Context-aware online client selection for hierarchical federated learning,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.500680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation fc60daa5-36f3-4116-879a-94f62f5a5891 · outbound

This paper cites Green federated learning via energy-aware client selection,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Green federated learning via energy-aware client selection,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.486135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 01727821-6982-4501-9d5a-e9a68f558715 · outbound

This paper cites Joint device scheduling and bandwidth allocation for federated learning over wireless networks,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Joint device scheduling and bandwidth allocation for federated learning over wireless networks,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.471126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8c7a347b-034f-4a32-b389-fa4157044c7a · outbound

This paper cites Joint client selection and resource allocation for federated learning in mobile edge networks,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Joint client selection and resource allocation for federated learning in mobile edge networks,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.456695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ef8907aa-ee48-4e31-9059-393a9a9c3678 · outbound

This paper cites Contextual client selection for efficient federated learning over edge devices,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Contextual client selection for efficient federated learning over edge devices,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.442131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 76b8eb5e-c2e9-4976-b825-e8801c470586 · outbound

This paper cites Scheduling for cellular federated edge learning with importance and channel awareness,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Scheduling for cellular federated edge learning with importance and channel awareness,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.427751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c3eba45b-ef26-4733-a5a9-5c3208cb92ba · outbound

This paper cites Convergence of update aware device scheduling for federated learning at the wireless edge,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Convergence of update aware device scheduling for federated learning at the wireless edge,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.412007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d6f0bc9f-773a-4efd-80d1-b0b18013b8f7 · outbound

This paper cites Adaptive heterogeneous client sampling for federated learning over wireless networks,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Adaptive heterogeneous client sampling for federated learning over wireless networks,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.397144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 647a9317-3612-46c9-b904-fc9f5ae79b17 · outbound

This paper cites Data-importance aware user scheduling for communication-efficient edge machine learning,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Data-importance aware user scheduling for communication-efficient edge machine learning,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.381978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ff08c494-e2d0-43cf-b1d6-2022d14a2ae2 · outbound

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

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Client selection and bandwidth allocation in wireless federated learning networks: A long-term perspective,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.368127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9e8857b5-bf03-4bac-b5a8-d494005d64dd · outbound

This paper cites FedCor: Correlation-based active client selection strategy for hetero- geneous federated learning,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning FedCor: Correlation-based active client selection strategy for hetero- geneous federated learning,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.354170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2b49959d-2af5-45bd-ba62-1cee6d4d6089 · outbound

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

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning AUCTION: Automated and quality-aware client selection framework for efficient federated learning,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.340391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ba030cd3-d6e9-4ff1-844c-2a28196f7380 · outbound

This paper cites Data-centric client selection for federated learning over distributed edge networks,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Data-centric client selection for federated learning over distributed edge networks,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.326278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 911db36b-80f5-4105-8410-8bb2941283ad · outbound

This paper cites Data distribution-aware online client selection algorithm for federated learning in heterogeneous networks,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Data distribution-aware online client selection algorithm for federated learning in heterogeneous networks,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.312282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5417d7fd-9e45-4d3d-81f4-245155cc93a3 · outbound

This paper cites Stabilizing and accelerating federated learning on heterogeneous data with partial client participation,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Stabilizing and accelerating federated learning on heterogeneous data with partial client participation,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.298158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 25b025ff-9edb-47e4-b7c2-9869a1c816fb · outbound

This paper cites Channel and gradient- importance aware device scheduling for over-the-air federated learn- ing,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Channel and gradient- importance aware device scheduling for over-the-air federated learn- ing,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.284039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bcb8edc8-bca0-4a24-b9be-57dbd122a049 · outbound

This paper cites Coalitional FL: Coalition formation and selection in federated learning with heterogeneous data,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Coalitional FL: Coalition formation and selection in federated learning with heterogeneous data,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.269793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b7414d45-f4fe-46f6-b874-69bb0a474409 · outbound

This paper cites Fed-cbs: A heterogeneity-aware client sampling mechanism for federated learning via class-imbalance reduction,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Fed-cbs: A heterogeneity-aware client sampling mechanism for federated learning via class-imbalance reduction,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.254818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b2794276-ffa8-4f96-8615-fd7cb3999f3b · outbound

This paper cites Mobility accelerates learning: Convergence analysis on hierarchical federated learning in vehicular networks,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Mobility accelerates learning: Convergence analysis on hierarchical federated learning in vehicular networks,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.239803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8c9d842b-6bb3-4d2b-9699-cf8fd9482700 · outbound

This paper cites On the conver- gence of fedavg on non-iid data,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning On the conver- gence of fedavg on non-iid data,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.224963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 137a8f34-6fa5-4b15-af75-d597c3cb961b · outbound

This paper cites Mobility-aware cluster federated learning in hierarchical wireless 19 networks,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Mobility-aware cluster federated learning in hierarchical wireless 19 networks,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.210078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c3c2e7d7-33f5-4e49-9b43-1e8290f35299 · outbound

This paper cites Dynamic scheduling for over-the-air federated edge learning with energy constraints,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Dynamic scheduling for over-the-air federated edge learning with energy constraints,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.194468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation afea08aa-f004-41b5-8a13-8d4f3c65ce55 · outbound

This paper cites Fedpaq: A communication-efficient federated learning method with periodic averaging and quantization,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Fedpaq: A communication-efficient federated learning method with periodic averaging and quantization,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.176889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6519d43a-7a2e-4b76-bb30-3bab71783f52 · outbound

This paper cites Federated learning with flexible control,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Federated learning with flexible control,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.161823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8b27822f-f1fd-4c8f-ad2f-206328007fa8 · outbound

This paper cites Robust task offloading and resource allocation under imperfect computing capacity informa- tion in edge intelligence systems,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Robust task offloading and resource allocation under imperfect computing capacity informa- tion in edge intelligence systems,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.145614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 47246ec4-fe6e-464e-8429-449d90bbb840 · outbound

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

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T05:40:15.970732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9faa82b2-6d1d-4477-b393-4fa72217ced2 · outbound

This paper cites Deep residual learning for image recognition,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Deep residual learning for image recognition,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.129863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0d42a68a-841a-43d5-b3b5-9f4c6ecf6fb2 · outbound

This paper cites Why batch normalization damage federated learning on non-iid data?,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Why batch normalization damage federated learning on non-iid data?,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.114243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4d36c5f7-9b67-4a73-abf6-d61844671369 · outbound

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

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Towards understanding biased client selection in federated learning,

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T05:40:15.985871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4d98458-5016-40b6-9287-3601831949e7 · outbound

This paper cites Study on channel model for frequencies from 0.5 to 100 GHz,.

FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning Study on channel model for frequencies from 0.5 to 100 GHz,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:40:16.087307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

Observation 0243dbe7-17a6-4c4c-a599-f4c4141e01be · inbound

FedTeddi: Temporal Drift and Divergence Aware Scheduling for Timely Federated Edge Learning cites this paper.

FedTeddi: Temporal Drift and Divergence Aware Scheduling for Timely Federated Edge Learning FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-04T22:29:18.569316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.