Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-01T04:47:01.521603Z
Paper Citation Record · LEDGER
As of 20 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2607.22805.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-01T04:47:01.521603Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
34 of 34 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation b3f65f59-9b3d-42e7-9cb7-7c569669811f · outbound
OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence SPIDER: Searching Personalized Neural Architecture for Federated Learning
Reference 1
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Unavailable: canonical work link unavailable.
Observation 021c814f-cfc6-4544-8ebd-4c740e79d64e · outbound
OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence PEACHES: Personalised federated learning with neural architecture search in edge computing,
Reference 2
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Observation 565a6142-79d8-403e-a19e-629cba517af9 · outbound
OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence Personalized Neural Ar- chitecture Search for Federated Learning,
Reference 3
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Unavailable: canonical work link unavailable.
Observation 74142575-cd3a-443a-9093-e35f6c86c388 · outbound
OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence PerFedRLNAS: One-for-all per- sonalised federated neural architecture search,
Reference 4
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Unavailable: canonical work link unavailable.
Observation df77e59f-3427-4ff1-b45b-dd03fa23b88b · outbound
OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence Heterogeneity-Aware Personalized Federated Neural Architecture Search,
Reference 5
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Unavailable: canonical work link unavailable.
Observation cd2507a3-b6e0-4325-a014-dc2e2ae07def · outbound
OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence Neural architecture search driven by locally guided diffusion for personalised federated learning,
Reference 6
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Unavailable: canonical work link unavailable.
Observation 91c82286-9696-44b0-8be1-2af4c43f721e · outbound
OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence Green-EDP: Aligning personalisation in federated learning and green artificial intelligence throughout the encoder-decoder architecture,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1da09822-c57f-4565-a230-ebd67dc10fc8 · outbound
OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence A multi-task based clustering per- sonalized federated learning method,
Reference 8
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Unavailable: canonical work link unavailable.
Observation f383d228-ce74-4319-8b3b-e1f4f4176c69 · outbound
OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence Neural architec- ture search: A survey,
Reference 9
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Unavailable: canonical work link unavailable.
Observation 914e840a-f676-4e1e-b6a1-554d36b8fcea · outbound
OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence https://docs.cloud.google.com/vertex ai/docs/training/neural architecture search/overview
Reference 10
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Unavailable: canonical work link unavailable.
Observation c6bb2831-e33e-4610-9b8f-0280c471ab54 · outbound
OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence MobileNetV2: Inverted residuals and linear bottlenecks,
Reference 11
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Unavailable: canonical work link unavailable.
Observation 693af984-dbb5-4b08-97ee-a796417b109e · outbound
OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications
Reference 12
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Unavailable: canonical work link unavailable.
Observation 414d8154-40eb-4221-8017-15ebfbb4e756 · outbound
OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence Random search and repro- ducibility for neural architecture search,
Reference 13
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Unavailable: canonical work link unavailable.
Observation c1f1e96d-dc00-4251-9094-925cd375259f · outbound
OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence CIFAR-10 object recog- nition dataset,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 67b311d9-0693-480e-8559-c6d11c37bafe · outbound
OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence ImageNet large scale visual recognition challenge,
Reference 15
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Unavailable: canonical work link unavailable.
Observation bdf607d8-fd2b-43f4-af4f-78b8b1d56b1e · outbound
OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence Distributed optimisation and statistical learning via the alternating direction method of multipliers,
Reference 16
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Unavailable: canonical work link unavailable.
Observation 93d3f379-c672-4ea4-96b3-59b1c0039cbc · outbound
OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence Towards green service composition approach in the cloud,
Reference 17
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Unavailable: canonical work link unavailable.
Observation bc2939e7-abcd-4a8d-8f33-30e9a398dcb0 · outbound
OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence Dynamic task offloading with minority game for Internet of vehicles in cloud-edge computing,
Reference 18
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Unavailable: canonical work link unavailable.
Observation 4e1ef3f4-eacb-46d1-a36e-7d4a074e3312 · outbound
OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence On the continuous processing of health data in edge-fog- cloud computing by using micro/nanoservice composi- tion,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a75b3338-ef54-4dd0-a617-5ba78951cc94 · outbound
OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence F2NAS: Flexible federated neural architecture search in green edge computing,
Reference 20
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Unavailable: canonical work link unavailable.
Observation 9c48b5bf-f8f8-4117-ae6a-60f9050b2f2c · outbound
OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence Edge intelligence: Empowering intel- ligence to the edge of network,
Reference 21
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Unavailable: canonical work link unavailable.
Observation 38fff637-7dfd-4869-a4b7-1435a6f7c5d6 · outbound
OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence Learning multiple layers of features from tiny images,
Reference 22
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Unavailable: canonical work link unavailable.
Observation 03066c94-f898-4b99-b798-69123a337f05 · outbound
OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence Reading digits in natural images with unsupervised feature learning,
Reference 23
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Unavailable: canonical work link unavailable.
Observation 30530238-7538-449a-8bc4-dfa8f0645aa6 · outbound
OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence Tiny ImageNet (Stanford CS231N) [Dataset],
Reference 24
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Unavailable: canonical work link unavailable.
Observation 93a3b038-1e5e-4c76-9c91-1ace92c0e0f6 · outbound
OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence ImageNet Ob- ject Localisation Challenge,
Reference 25
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Unavailable: canonical work link unavailable.
Observation 780d9ec0-7bbf-48a0-9687-f7be183ce885 · outbound
OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence FLaaS: Fed- erated Learning as a Service,
Reference 26
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Unavailable: canonical work link unavailable.
Observation ee5144a7-8ec2-464d-92e6-fc75f58570f1 · outbound
OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence Communication-Efficient Local Stochastic Gradi- ent Descent for Scalable Deep Learning,
Reference 27
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Unavailable: canonical work link unavailable.
Observation e05640d3-0622-421c-aa13-4f8fd88f6491 · outbound
OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence Automatic Neural Network Construction Based on Neural Tangent Kernel for IRS-Aided Beamforming,
Reference 28
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Unavailable: canonical work link unavailable.
Observation 08a2dee3-2878-4cb0-a80d-c6af88cbdd93 · outbound
OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence Accurate and robust NAS via a flexible supernet,
Reference 29
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Unavailable: canonical work link unavailable.
Observation d84e9628-5627-4894-ba0c-e0e6c8408229 · outbound
OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence An evolutionary framework for multi-objective neural architecture search,
Reference 30
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Unavailable: canonical work link unavailable.
Observation 7b96c2a5-d60e-424d-bc59-394a30860e58 · outbound
OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence A Survey on UA V-enabled Edge Computing: Resource Management Perspective,
Reference 31
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Unavailable: canonical work link unavailable.
Observation e742b3d4-5098-46c6-acb9-41f4450eddab · outbound
Reference 32
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Unavailable: canonical work link unavailable.
Observation b46c6b8b-eb95-41d3-8ddb-1b1a72a1535b · outbound
OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence Long- Term IaaS Provider Selection Using Short-Term Trial Experience,
Reference 33
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Unavailable: canonical work link unavailable.
Observation 95e25172-c248-4e23-b149-342213f298ba · outbound
OrchNAS: Orchestrated Neural Architecture Search Service for Personalised Federated Edge Intelligence Context-Aware Selection of Machine Learning as a Service (MLaaS) in IoT Environments,
Reference 34
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No inbound Pith citation observations are available.