Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T19:28:52.799945Z
Paper Citation Record · LEDGER
As of 12 August 2026, this Paper Citation Record lists 73 of 73 outbound references and 0 inbound Pith citation observations for arXiv:2501.10151.
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 2026-08-10T19:28:52.799945Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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
73 of 73 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation c5cd0e96-c7b1-491e-a97c-88d0380414ab · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Zero-shot text classi- fication via knowledge graph embedding for social media data,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 4cb5aa23-1326-42bc-a5cf-68bd752b462b · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Dual mutual robust graph convolutional network for weakly supervised node classification in social networks of internet of people,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 194d934d-89ef-41a8-b9ac-25e7df594e32 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Minority- weighted graph neural network for imbalanced node classification in social networks of internet of people,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 153b8445-f799-473d-958a-525b63d85b5b · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Multi-view hypergraph neu- ral networks for student academic performance prediction,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 4203e96b-072a-43c8-b1e1-c8d9e565e646 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Hypergraph transformer neural networks,
Reference 5
Source-reported events for the cited work
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Observation 85c0db4e-3acf-41e9-8d99-60569a2d6095 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Privacy- preserving verifiable graph intersection scheme with cryptographic ac- cumulators in social networks,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0c49a6bd-bc90-4c95-a1b3-3fe83fcdb223 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Achieving graph clustering privacy preservation based on structure entropy in social iot,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 9e9b6ffe-e678-4d45-ae97-3330553ca70f · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Eagcn: An efficient adaptive graph convolutional network for item recommendation in social internet of things,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 4511518c-471b-41f9-98c7-d43c80f08df8 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Dual preference perception network for fashion recommendation in the social internet of things,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation fa04d19c-5174-46c1-8812-964f02be6e79 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Graph-based semi-supervised learning: A comprehensive review,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 45b40f97-d35f-4001-8650-b0497556e390 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Graph neural networks: Taxonomy, advances, and trends,
Reference 11
Source-reported events for the cited work
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Observation 21083f3b-4f02-495c-a28d-edad7fed2177 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Self-supervised nodes-hyperedges embedding for heterogeneous information network learning,
Reference 12
Source-reported events for the cited work
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Observation 604440c6-cb7f-4333-b453-d2653be8bf9f · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Redundancy is not what you need: An embedding fusion graph auto-encoder for self-supervised graph representation learning,
Reference 13
Source-reported events for the cited work
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Observation 89e2fef2-9018-40cb-a8fc-0cf0b455e570 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Handling missing data with graph representation learning,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d7f4e6cf-34ee-4acd-8185-dc8c5beabbc4 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things On the unreasonable effectiveness of feature propagation in learning on graphs with missing node features,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 3adb94a1-a690-465e-8c5c-1b4f0014fa1b · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Fair Attribute Completion on Graph with Missing Attributes
Reference 16
Source-reported events for the cited work
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Observation 9a133222-7f8e-497c-8504-436f7e23d3ff · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Single im- putation with multilayer perceptron and multiple imputation combining multilayer perceptron and k-nearest neighbours for monotone patterns,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 38b96411-5da0-44d1-92b4-8503ba95917c · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Adjusted weight voting algorithm for random forests in handling missing values,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 442ed378-46aa-497c-b6ec-5e38125fc22d · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things A singular value thresholding al- gorithm for matrix completion,
Reference 19
Source-reported events for the cited work
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Observation 340b23c9-6fbb-42f4-b92b-d923b1d77d9b · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Exact matrix completion via convex opti- mization,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c62ed105-08d9-42e8-9165-df35c68f5c96 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Semi-Supervised Classification with Graph Convolutional Networks
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ffdcc17-7c35-425b-9316-4cd9dfd5d9e9 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Graph Attention Networks
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30e05b97-927e-46a5-a89c-a3519a59a03d · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Inductive representation learning on large graphs,
Reference 23
Source-reported events for the cited work
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Observation ae799b00-f2da-4ec5-8550-7291475800fa · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Auto-Encoding Variational Bayes
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 042ad515-b424-4352-837c-25fda789b8d7 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Variational Graph Auto-Encoders
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5146dfd-b301-43ed-844c-d5f126de3816 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Generative adversarial networks,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55551a17-6cf6-4cea-a1b0-9ed9398babf8 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Learning on attribute-missing graphs,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3dae800c-68a6-42c3-8b2e-f7e01a978dd1 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Amer: A new attribute-missing network embedding approach,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d91532cf-0a4a-4035-9c26-fd82d225001b · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Accurate node feature estimation with structured variational graph autoencoder,
Reference 29
Source-reported events for the cited work
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Observation 82612666-1f39-4b9c-9fae-e153b062cb8e · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Local computations with prob- abilities on graphical structures and their application to expert systems,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9953b25a-c0fe-410f-b987-fe2e47f78cdd · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Csat: Contrastive sampling-aggregating transformer for community detection in attribute-missing networks,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e10f81cf-c203-46d3-b14a-dd9c24fcc979 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things AmGCL: Feature Imputation of Attribute Missing Graph via Self-supervised Contrastive Learning
Reference 32
Source-reported events for the cited work
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Observation 2de8e482-7e6d-43e8-bc8a-3dab167aceab · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Initializing then refining: A simple graph attribute imputation network,
Reference 33
Source-reported events for the cited work
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Observation 40fe7b03-3f9b-4a03-b75d-4d545c029c40 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Multi-view graph imputation network,
Reference 34
Source-reported events for the cited work
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Observation 98930792-0f1c-4a8f-8e17-4a7e968de700 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Attribute imputation autoencoders for attribute-missing graphs,
Reference 35
Source-reported events for the cited work
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Observation d73c3967-ac8a-4014-8ec0-113faba0686f · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things A new model for learning in graph domains,
Reference 36
Source-reported events for the cited work
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Observation a8952624-e3b1-448b-879d-15194024498a · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things The graph neural network model,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 028d416f-e18c-4a0d-a23b-464e9f8d2ae7 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a8e285f-6aeb-48f1-b2f0-298456df0a47 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Recipe for a general, powerful, scalable graph transformer,
Reference 39
Source-reported events for the cited work
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Observation 9abf1e3c-989d-4115-909c-420ee72dbda1 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Navigating networks by using homophily and degree,
Reference 40
Source-reported events for the cited work
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Observation e958a963-34cb-4f4c-a528-7c452c4d72a1 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Graph recurrent networks with attributed random walks,
Reference 41
Source-reported events for the cited work
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Observation 285e52a7-fa8c-4022-9698-f6d677976235 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Attributed random walk as matrix factorization,
Reference 42
Source-reported events for the cited work
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Observation 45727fb5-8d9c-4cf2-9674-f8a61ae71cb4 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Gain: Missing data imputation using generative adversarial nets,
Reference 43
Source-reported events for the cited work
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Observation 2c97d744-1dad-4b4b-9991-5e3cf6b355dc · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Stacked denoising autoencoders: Learning useful represen- tations in a deep network with a local denoising criterion
Reference 44
Source-reported events for the cited work
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Observation 8e7561b4-6290-4d19-9e1e-d0892733a993 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Missing data imputation with adversarially-trained graph convolutional networks,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 30fe9b47-02bc-49d1-879f-f83ab873b1f4 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Graph convolutional networks for graphs containing missing features,
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d144da9e-d883-4ec8-955d-068f5bf3b52c · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things T2-gnn: Graph neural networks for graphs with incomplete features and structure via teacher-student distillation,
Reference 47
Source-reported events for the cited work
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Observation 440aaaa9-20ef-4197-a9ec-33c8ea0d40c5 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Recov- ering missing node features with local structure-based embeddings,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation eb8933b6-f29f-475e-b43c-9d6479e09c94 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things A mathematical theory of communication,
Reference 49
Source-reported events for the cited work
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Observation 9d8f47a1-eb8a-4d98-927b-8bc3e03ebe1a · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Confidence-Based Feature Imputation for Graphs with Partially Known Features
Reference 50
Source-reported events for the cited work
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Observation 33deb3f4-7c80-4b92-8195-26aa64a547b4 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Social internet of things: vision, challenges, and trends,
Reference 51
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Observation aa8b1d82-35bc-4abe-ae61-73777cca8de5 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Quantitative computation of social strength in social internet of things,
Reference 52
Source-reported events for the cited work
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Observation 9e7d98e4-f45a-4a3d-a5fe-7f02342fdbd3 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things A social-relationships-based service recommendation system for siot devices,
Reference 53
Source-reported events for the cited work
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Observation 44d33d92-6c42-435b-94c2-0b0684a5d0b4 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Deep learning- embedded social internet of things for ambiguity-aware social recom- mendations,
Reference 54
Source-reported events for the cited work
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Observation 5e81e538-5cc2-4f93-a647-4c9e86983062 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things An integrated pca-daegcn model for movie recommendation in the social internet of things,
Reference 55
Source-reported events for the cited work
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Observation def9a212-6154-4386-8ce8-a2094ac27579 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Learning to solve task-optimized group search for social internet of things,
Reference 56
Source-reported events for the cited work
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Observation f5a2c19e-e9f1-41c0-b573-260e7149eda5 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Ccnsim: An artificial intelligence enabled classification, clustering and navigation simulator for social internet of things,
Reference 57
Source-reported events for the cited work
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Observation 120ca4af-56b1-4eb6-9098-150b69a5c199 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Tfd: Trust-based fraud detection in siot with graph convolutional networks,
Reference 58
Source-reported events for the cited work
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Observation d74eb3db-3a03-4182-8d6e-fbbdee7a1f76 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Graph Neural Networks Exponentially Lose Expressive Power for Node Classification
Reference 59
Source-reported events for the cited work
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Observation e5462de0-9c15-416f-9d8d-4342ee94717e · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things The anatomy of a large-scale hypertextual web search engine,
Reference 60
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Observation f57f8962-2994-4c8f-bd90-bb99403f56c0 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Link prediction based on graph neural networks,
Reference 61
Source-reported events for the cited work
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Observation cd894b6f-a34a-4c87-89b0-3a17f5bf902e · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Distance encoding: de- sign provably more powerful neural networks for graph representation learning,
Reference 62
Source-reported events for the cited work
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Observation ee46624b-6103-40aa-8b82-55222a63d861 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Beyond homophily in graph neural networks: Current limitations and effective designs,
Reference 63
Source-reported events for the cited work
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Observation 0e573419-bc67-46e9-a73c-b5ff744c14ab · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Geom-GCN: Geometric Graph Convolutional Networks
Reference 64
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Observation 1947a3ef-cc25-4bfb-8bbb-b3a7a4608b16 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Large scale learning on non-homophilous graphs: New benchmarks and strong simple methods,
Reference 65
Source-reported events for the cited work
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Observation af6db3ab-183a-4dbd-a859-27eb79aa1fe8 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Revisiting semi-supervised learning with graph embeddings,
Reference 66
Source-reported events for the cited work
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Observation 1af20833-3bd2-4de0-bed1-1ad4140f2cbb · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Pitfalls of Graph Neural Network Evaluation
Reference 67
Source-reported events for the cited work
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Observation 9eca5df1-6201-4d60-9ff7-0170c92966ce · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Attribute-missing graph clustering network,
Reference 68
Source-reported events for the cited work
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Observation e49bf2c3-e12b-47c0-9a45-e7b72bb60ff8 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Adam: A Method for Stochastic Optimization
Reference 69
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71c2c55a-f71c-4066-8121-bf9c322e21c7 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Least squares quantization in pcm,
Reference 70
Source-reported events for the cited work
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Observation cb4f2756-04cc-4962-9f41-3000b180b31a · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Knn model-based approach in classification,
Reference 71
Source-reported events for the cited work
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Observation 869371d0-75c2-45e1-a1f2-f1c1a6ac3712 · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Visualizing data using t-sne
Reference 72
Source-reported events for the cited work
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Observation e64d5b55-76f0-4753-b9ab-0a8e6c22ab5d · outbound
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Unresolved cited work
Reference 2009
Source-reported events for the cited work
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No inbound Pith citation observations are available.