Federated Split Learning with Improved Communication and Storage Efficiency | Paper Citation Record

Observation 3673214b-1788-488c-a8e7-b2d2bdd18853 · outbound

This paper cites Communication and storage efficient federated split learning,.

Federated Split Learning with Improved Communication and Storage Efficiency Communication and storage efficient federated split learning,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.299279Z

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Observation 442e6550-b821-4fca-9485-de321a67b646 · outbound

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

Federated Split Learning with Improved Communication and Storage Efficiency Communication-efficient learning of deep networks from decentralized data,

Reference 2

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Observation 4d49ca24-71c3-40b1-a3f9-e83f8ddd96e0 · outbound

This paper cites Distributed learning of deep neural network over multiple agents,.

Federated Split Learning with Improved Communication and Storage Efficiency Distributed learning of deep neural network over multiple agents,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.285885Z

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Observation 0117d263-5c8c-4a20-85ce-c124317ac7f4 · outbound

This paper cites Split learning for health: Distributed deep learning without sharing raw patient data.

Federated Split Learning with Improved Communication and Storage Efficiency Split learning for health: Distributed deep learning without sharing raw patient data

Reference 5

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Observation a9e25195-2683-492f-b019-3ca50f502e95 · outbound

This paper cites SplitFed: When Federated Learning Meets Split Learning.

Federated Split Learning with Improved Communication and Storage Efficiency SplitFed: When Federated Learning Meets Split Learning

Reference 6

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Observation 6bc664e1-4517-4de7-a8e5-0e6c4ab8e529 · outbound

This paper cites Fedsl: Federated split learning on distributed sequential data in recurrent neural networks,.

Federated Split Learning with Improved Communication and Storage Efficiency Fedsl: Federated split learning on distributed sequential data in recurrent neural networks,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.277781Z

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Observation 797fdb69-b123-4cf0-9fbf-b17057d5e5c4 · outbound

This paper cites Group knowledge transfer: Federated learning of large cnns at the edge,.

Federated Split Learning with Improved Communication and Storage Efficiency Group knowledge transfer: Federated learning of large cnns at the edge,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.269791Z

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Observation 55a73cbf-e957-4b31-9ddb-6a3d9d552e1f · outbound

This paper cites Accelerating federated learning with split learning on locally generated losses,.

Federated Split Learning with Improved Communication and Storage Efficiency Accelerating federated learning with split learning on locally generated losses,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.261000Z

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Observation 5992a721-91ce-4641-b99e-a44a0103c62e · outbound

This paper cites Federated Optimization: Distributed Machine Learning for On-Device Intelligence.

Federated Split Learning with Improved Communication and Storage Efficiency Federated Optimization: Distributed Machine Learning for On-Device Intelligence

Reference 10

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Observation d5f0b2b9-d232-4453-a0e4-bccff93d0b6d · outbound

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

Federated Split Learning with Improved Communication and Storage Efficiency Federated learning: Challenges, methods, and future directions,

Reference 11

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Observation 8cd91ac6-feb8-4471-aa4c-d2ba07f6a7c3 · outbound

This paper cites Advances and Open Problems in Federated Learning.

Federated Split Learning with Improved Communication and Storage Efficiency Advances and Open Problems in Federated Learning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T15:31:31.682532Z

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Observation 24b9d6d5-9bf0-416b-92fd-a0f0f37e0975 · outbound

This paper cites Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training.

Federated Split Learning with Improved Communication and Storage Efficiency Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T15:31:31.685541Z

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Observation 3d2bd1d5-00c1-420b-bf8a-4645905cecd1 · outbound

This paper cites Acceleration for Compressed Gradient Descent in Distributed and Federated Optimization.

Federated Split Learning with Improved Communication and Storage Efficiency Acceleration for Compressed Gradient Descent in Distributed and Federated Optimization

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:31:31.894726Z

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Observation 35667cd2-5059-4254-a443-b4936c4e72c2 · outbound

This paper cites Atomo: Communication-efficient learning via atomic spar- sification,.

Federated Split Learning with Improved Communication and Storage Efficiency Atomo: Communication-efficient learning via atomic spar- sification,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.246830Z

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Observation ed330307-a2c2-41e4-9b66-c92f11dd83f6 · outbound

This paper cites Error feedback fixes SignSGD and other gradient compression schemes,.

Federated Split Learning with Improved Communication and Storage Efficiency Error feedback fixes SignSGD and other gradient compression schemes,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.239014Z

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Observation 8f4ccd34-9286-45c3-b901-01b3e4804423 · outbound

This paper cites Federated learning with heterogeneous quantization bit allocation and aggregation for Internet of Things,.

Federated Split Learning with Improved Communication and Storage Efficiency Federated learning with heterogeneous quantization bit allocation and aggregation for Internet of Things,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.231230Z

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Observation d431addf-29db-43ff-ada5-dc32b03bfd32 · outbound

This paper cites Design and analysis of uplink and downlink communications for federated learning,.

Federated Split Learning with Improved Communication and Storage Efficiency Design and analysis of uplink and downlink communications for federated learning,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.223267Z

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Observation 47257648-2e41-49d7-a21b-b7fcc821a8fa · outbound

This paper cites Dynamic aggregation for heterogeneous quantization in federated learning,.

Federated Split Learning with Improved Communication and Storage Efficiency Dynamic aggregation for heterogeneous quantization in federated learning,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.215691Z

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Observation cae96752-393e-4cab-8eed-88ce6997b54d · outbound

This paper cites Joint optimal quantization and aggregation of federated learning scheme in V ANETs,.

Federated Split Learning with Improved Communication and Storage Efficiency Joint optimal quantization and aggregation of federated learning scheme in V ANETs,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.207880Z

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Observation 5a485cd0-e24a-4fb0-9359-8630a2fa7485 · outbound

This paper cites Resource rationing for wireless federated learning: Concept, benefits, and challenges,.

Federated Split Learning with Improved Communication and Storage Efficiency Resource rationing for wireless federated learning: Concept, benefits, and challenges,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.199583Z

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Observation b495be51-b943-4a60-8dce-5c0cce0702bb · outbound

This paper cites Random orthogonalization for federated learning in massive MIMO systems,.

Federated Split Learning with Improved Communication and Storage Efficiency Random orthogonalization for federated learning in massive MIMO systems,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.191870Z

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Observation 9df4523f-4fb7-4974-a223-efe34d38c644 · outbound

This paper cites Efficient Model Compression for Hierarchical Federated Learning.

Federated Split Learning with Improved Communication and Storage Efficiency Efficient Model Compression for Hierarchical Federated Learning

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:31:31.883085Z

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Observation ce1660ea-acea-418e-8a71-21968b30a7dc · outbound

This paper cites Fedsl: A communication-efficient federated learning with split layer aggregation,.

Federated Split Learning with Improved Communication and Storage Efficiency Fedsl: A communication-efficient federated learning with split layer aggregation,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.184113Z

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Observation ea539953-e818-4e29-ae64-0be54673eef5 · outbound

This paper cites Can we use split learning on 1d cnn models for privacy preserving training?.

Federated Split Learning with Improved Communication and Storage Efficiency Can we use split learning on 1d cnn models for privacy preserving training?

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.176041Z

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Observation 7f7162c7-f3ad-4b86-a0b5-73fc4831ab5a · outbound

This paper cites Split Learning for collaborative deep learning in healthcare.

Federated Split Learning with Improved Communication and Storage Efficiency Split Learning for collaborative deep learning in healthcare

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T15:31:31.722814Z

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Observation 2a5ac1d3-8d2b-48aa-aa3b-524d64db3db3 · outbound

This paper cites Multiple classification with split learning,.

Federated Split Learning with Improved Communication and Storage Efficiency Multiple classification with split learning,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.168491Z

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Observation 63001a36-9c35-4562-a6b3-ee6ce4191f6e · outbound

This paper cites Unleashing the tiger: Inference attacks on split learning,.

Federated Split Learning with Improved Communication and Storage Efficiency Unleashing the tiger: Inference attacks on split learning,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.159250Z

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Observation 918e53d3-134a-4e5c-ab5f-8d41307fc5db · outbound

This paper cites Neural compression and filtering for edge-assisted real-time object detection in challenged networks,.

Federated Split Learning with Improved Communication and Storage Efficiency Neural compression and filtering for edge-assisted real-time object detection in challenged networks,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.150875Z

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Observation 29c7be52-f865-429a-ad36-a76bea36e816 · outbound

This paper cites Spliteasy: A practical approach for training ml models on mobile devices,.

Federated Split Learning with Improved Communication and Storage Efficiency Spliteasy: A practical approach for training ml models on mobile devices,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.143035Z

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Observation 55673e59-85d5-4399-8ab4-63e77763d734 · outbound

This paper cites End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things.

Federated Split Learning with Improved Communication and Storage Efficiency End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things

Reference 31

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Observation 14eae9eb-b234-4be1-8b8c-f0bf79e4aa9a · outbound

This paper cites Detailed comparison of communication efficiency of split learning and federated learning.

Federated Split Learning with Improved Communication and Storage Efficiency Detailed comparison of communication efficiency of split learning and federated learning

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T15:31:31.738488Z

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Observation 8b8f5396-8eee-4b48-8848-1be8e3c70283 · outbound

This paper cites Learning the optimal partition for collaborative dnn training with privacy requirements,.

Federated Split Learning with Improved Communication and Storage Efficiency Learning the optimal partition for collaborative dnn training with privacy requirements,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.134877Z

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Observation cd29828a-d0cc-48cf-86b7-6b6d2d396b55 · outbound

This paper cites Hivemind: Towards cellular native machine learning model splitting,.

Federated Split Learning with Improved Communication and Storage Efficiency Hivemind: Towards cellular native machine learning model splitting,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.126503Z

Source-reported events for the cited work

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Observation cd848faf-3f73-4685-bb34-d6e54c1b9c59 · outbound

This paper cites Federated Split Vision Transformer for COVID-19 CXR Diagnosis using Task-Agnostic Training.

Federated Split Learning with Improved Communication and Storage Efficiency Federated Split Vision Transformer for COVID-19 CXR Diagnosis using Task-Agnostic Training

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:31:31.846528Z

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

Observation 937ca8c8-a762-4f06-8fcc-95cdada5d080 · outbound

This paper cites Dfl: Dynamic federated split learning in heterogeneous iot,.

Federated Split Learning with Improved Communication and Storage Efficiency Dfl: Dynamic federated split learning in heterogeneous iot,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.117772Z

Source-reported events for the cited work

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Observation c219c372-28ee-4367-a207-315e37d0de90 · outbound

This paper cites Privacy and efficiency of communications in federated split learning,.

Federated Split Learning with Improved Communication and Storage Efficiency Privacy and efficiency of communications in federated split learning,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.109627Z

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Observation a0f5486a-2ec3-4906-9c87-18c6c6a891b8 · outbound

This paper cites Exploring the privacy-energy consumption tradeoff for split federated learning,.

Federated Split Learning with Improved Communication and Storage Efficiency Exploring the privacy-energy consumption tradeoff for split federated learning,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.101269Z

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Observation b980e361-cf77-444d-acc1-ad6adc74842d · outbound

This paper cites Optimizing privacy and latency tradeoffs in split federated learn- ing over wireless networks,.

Federated Split Learning with Improved Communication and Storage Efficiency Optimizing privacy and latency tradeoffs in split federated learn- ing over wireless networks,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.092584Z

Source-reported events for the cited work

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Observation e711d471-23dc-4d6a-b0f0-8c0ad62e25ba · outbound

This paper cites Ppsfl: Privacy-preserving split federated learning for heterogeneous data in edge-based internet of things,.

Federated Split Learning with Improved Communication and Storage Efficiency Ppsfl: Privacy-preserving split federated learning for heterogeneous data in edge-based internet of things,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.084272Z

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 1c1cd3f2-e448-43f7-a4cc-6615cdacc140 · outbound

This paper cites Efficient parallel split learning over resource-constrained wireless edge networks,.

Federated Split Learning with Improved Communication and Storage Efficiency Efficient parallel split learning over resource-constrained wireless edge networks,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T15:31:31.761420Z

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Observation a84ada9f-5560-4492-a03f-8145617bff43 · outbound

This paper cites Esfl: Ef- ficient split federated learning over resource-constrained heterogeneous wireless devices,.

Federated Split Learning with Improved Communication and Storage Efficiency Esfl: Ef- ficient split federated learning over resource-constrained heterogeneous wireless devices,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.070471Z

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Observation f62e5c70-4a0a-4252-82af-9ff7df807ced · outbound

This paper cites Communication-efficient split learning via adaptive feature-wise compression,.

Federated Split Learning with Improved Communication and Storage Efficiency Communication-efficient split learning via adaptive feature-wise compression,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.062600Z

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 b94c132f-6d8a-4c3e-9631-42bc187f8a04 · outbound

This paper cites Asynchronous federated learning over wireless communication networks,.

Federated Split Learning with Improved Communication and Storage Efficiency Asynchronous federated learning over wireless communication networks,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.054089Z

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 dfb604be-e2c8-46a3-b535-332f243f117c · outbound

This paper cites Efficient asyn- chronous federated learning with prospective momentum aggregation and fine-grained correction,.

Federated Split Learning with Improved Communication and Storage Efficiency Efficient asyn- chronous federated learning with prospective momentum aggregation and fine-grained correction,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.045990Z

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 99739ddc-46f2-4b78-b1ca-46532d1ff542 · outbound

This paper cites Energy-efficient dynamic asynchronous federated learning in mobile edge computing net- works,.

Federated Split Learning with Improved Communication and Storage Efficiency Energy-efficient dynamic asynchronous federated learning in mobile edge computing net- works,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.037633Z

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 73467950-d258-4626-9d91-6afc2c4cb476 · outbound

This paper cites Digital twin enabled asynchronous splitfed learning in e-healthcare systems,.

Federated Split Learning with Improved Communication and Storage Efficiency Digital twin enabled asynchronous splitfed learning in e-healthcare systems,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.028295Z

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 c12be80c-f449-40fb-86fa-e906aa189c7d · outbound

This paper cites Semi-asynchronous federated split learning for computing-limited devices in wireless net- works,.

Federated Split Learning with Improved Communication and Storage Efficiency Semi-asynchronous federated split learning for computing-limited devices in wireless net- works,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.020175Z

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 959bbe40-5714-416f-a815-2d74011177b1 · outbound

This paper cites Boyd and L.

Federated Split Learning with Improved Communication and Storage Efficiency Boyd and L

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.011530Z

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 1243617b-0a7a-43ef-a2f9-ac4f2e32830a · outbound

This paper cites On the convergence of FedAvg on non-IID data,.

Federated Split Learning with Improved Communication and Storage Efficiency On the convergence of FedAvg on non-IID data,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:32.003182Z

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 8b0ec602-5453-41d7-b49e-cf8f3ce6867d · outbound

This paper cites Federated learning over noisy channels: Con- vergence analysis and design examples,.

Federated Split Learning with Improved Communication and Storage Efficiency Federated learning over noisy channels: Con- vergence analysis and design examples,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:31.995163Z

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 12fbad7e-5127-4872-a542-6661ce567e96 · outbound

This paper cites On the convergence of hybrid server- clients collaborative training,.

Federated Split Learning with Improved Communication and Storage Efficiency On the convergence of hybrid server- clients collaborative training,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:31.985435Z

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 594fcb37-b081-4988-9221-4f2a4a9c7129 · outbound

This paper cites Decoupled greedy learning of cnns,.

Federated Split Learning with Improved Communication and Storage Efficiency Decoupled greedy learning of cnns,

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:31.976865Z

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 b2172053-613c-4581-bf76-821c5b53d98f · outbound

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

Federated Split Learning with Improved Communication and Storage Efficiency Learning multiple layers of features from tiny images,

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:31.968659Z

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 4eb03127-bd08-4be2-9db7-884ab67dcad5 · outbound

This paper cites LEAF: A Benchmark for Federated Settings.

Federated Split Learning with Improved Communication and Storage Efficiency LEAF: A Benchmark for Federated Settings

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-06T15:31:31.797217Z

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Observation d02c7dcf-c507-4303-ab5f-04e42a108eb7 · outbound

This paper cites On the difficulty of training recurrent neural networks,.

Federated Split Learning with Improved Communication and Storage Efficiency On the difficulty of training recurrent neural networks,

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:31.960411Z

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Observation 4cd033ef-9207-4761-86bb-fcedb647ab81 · outbound

This paper cites Adaptive federated optimization,.

Federated Split Learning with Improved Communication and Storage Efficiency Adaptive federated optimization,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:31.952260Z

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Observation 749f16ff-90ae-4094-9a82-a4c436066306 · outbound

This paper cites (46) where the last inequality holds because n2 nX i=1 E h ∇Fs(xt+1 s,i ) 2i ≥ nX i=1 i iX j=1 E h ∇Fs(xt+1 s,j ) 2i.

Federated Split Learning with Improved Communication and Storage Efficiency (46) where the last inequality holds because n2 nX i=1 E h ∇Fs(xt+1 s,i ) 2i ≥ nX i=1 i iX j=1 E h ∇Fs(xt+1 s,j ) 2i

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:31:31.944191Z

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

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