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Paper Citation Record · LEDGER

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things

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.

pith.paper-citation-record.v1
2501.10151 v1

Coverage vector

measured 73 of 73 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T19:28:52.799945Z

measured 73 of 73 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

73 of 73 outbound references displayed

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  • verified fuzzy54
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c5cd0e96-c7b1-491e-a97c-88d0380414ab · outbound

This paper cites Zero-shot text classi- fication via knowledge graph embedding for social media data,.

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

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Observation 4cb5aa23-1326-42bc-a5cf-68bd752b462b · outbound

This paper cites Dual mutual robust graph convolutional network for weakly supervised node classification in social networks of internet of people,.

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

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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.

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Observation 194d934d-89ef-41a8-b9ac-25e7df594e32 · outbound

This paper cites Minority- weighted graph neural network for imbalanced node classification in social networks of internet of people,.

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

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Observation 153b8445-f799-473d-958a-525b63d85b5b · outbound

This paper cites Multi-view hypergraph neu- ral networks for student academic performance prediction,.

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

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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.

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Observation 4203e96b-072a-43c8-b1e1-c8d9e565e646 · outbound

This paper cites Hypergraph transformer neural networks,.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Hypergraph transformer neural networks,

Reference 5

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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.

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Observation 85c0db4e-3acf-41e9-8d99-60569a2d6095 · outbound

This paper cites Privacy- preserving verifiable graph intersection scheme with cryptographic ac- cumulators in social networks,.

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

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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.

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Observation 0c49a6bd-bc90-4c95-a1b3-3fe83fcdb223 · outbound

This paper cites Achieving graph clustering privacy preservation based on structure entropy in social iot,.

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

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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.

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Observation 9e9b6ffe-e678-4d45-ae97-3330553ca70f · outbound

This paper cites Eagcn: An efficient adaptive graph convolutional network for item recommendation in social internet of things,.

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

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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.

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Observation 4511518c-471b-41f9-98c7-d43c80f08df8 · outbound

This paper cites Dual preference perception network for fashion recommendation in the social internet of things,.

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

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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.

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Observation fa04d19c-5174-46c1-8812-964f02be6e79 · outbound

This paper cites Graph-based semi-supervised learning: A comprehensive review,.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Graph-based semi-supervised learning: A comprehensive review,

Reference 10

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Source-reported events for the cited work

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Observation 45b40f97-d35f-4001-8650-b0497556e390 · outbound

This paper cites Graph neural networks: Taxonomy, advances, and trends,.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Graph neural networks: Taxonomy, advances, and trends,

Reference 11

Resolution
verified fuzzy
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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.

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Observation 21083f3b-4f02-495c-a28d-edad7fed2177 · outbound

This paper cites Self-supervised nodes-hyperedges embedding for heterogeneous information network learning,.

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

Resolution
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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.

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Observation 604440c6-cb7f-4333-b453-d2653be8bf9f · outbound

This paper cites Redundancy is not what you need: An embedding fusion graph auto-encoder for self-supervised graph representation learning,.

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

Resolution
verified fuzzy
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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.

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Observation 89e2fef2-9018-40cb-a8fc-0cf0b455e570 · outbound

This paper cites Handling missing data with graph representation learning,.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Handling missing data with graph representation learning,

Reference 14

Resolution
verified fuzzy
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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.

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Observation d7f4e6cf-34ee-4acd-8185-dc8c5beabbc4 · outbound

This paper cites On the unreasonable effectiveness of feature propagation in learning on graphs with missing node features,.

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

Resolution
verified fuzzy
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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.

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Observation 3adb94a1-a690-465e-8c5c-1b4f0014fa1b · outbound

This paper cites Fair Attribute Completion on Graph with Missing Attributes.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Fair Attribute Completion on Graph with Missing Attributes

Reference 16

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Source-reported events for the cited work

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Observation 9a133222-7f8e-497c-8504-436f7e23d3ff · outbound

This paper cites Single im- putation with multilayer perceptron and multiple imputation combining multilayer perceptron and k-nearest neighbours for monotone patterns,.

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

Resolution
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Source-reported events for the cited work

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Observation 38b96411-5da0-44d1-92b4-8503ba95917c · outbound

This paper cites Adjusted weight voting algorithm for random forests in handling missing values,.

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

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Source-reported events for the cited work

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Observation 442ed378-46aa-497c-b6ec-5e38125fc22d · outbound

This paper cites A singular value thresholding al- gorithm for matrix completion,.

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

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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.

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Observation 340b23c9-6fbb-42f4-b92b-d923b1d77d9b · outbound

This paper cites Exact matrix completion via convex opti- mization,.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Exact matrix completion via convex opti- mization,

Reference 20

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Source-reported events for the cited work

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Observation c62ed105-08d9-42e8-9165-df35c68f5c96 · outbound

This paper cites Semi-Supervised Classification with Graph Convolutional Networks.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Semi-Supervised Classification with Graph Convolutional Networks

Reference 21

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Observation 7ffdcc17-7c35-425b-9316-4cd9dfd5d9e9 · outbound

This paper cites Graph Attention Networks.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Graph Attention Networks

Reference 22

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Observation 30e05b97-927e-46a5-a89c-a3519a59a03d · outbound

This paper cites Inductive representation learning on large graphs,.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Inductive representation learning on large graphs,

Reference 23

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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.

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Observation ae799b00-f2da-4ec5-8550-7291475800fa · outbound

This paper cites Auto-Encoding Variational Bayes.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Auto-Encoding Variational Bayes

Reference 24

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 042ad515-b424-4352-837c-25fda789b8d7 · outbound

This paper cites Variational Graph Auto-Encoders.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Variational Graph Auto-Encoders

Reference 25

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation f5146dfd-b301-43ed-844c-d5f126de3816 · outbound

This paper cites Generative adversarial networks,.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Generative adversarial networks,

Reference 26

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 55551a17-6cf6-4cea-a1b0-9ed9398babf8 · outbound

This paper cites Learning on attribute-missing graphs,.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Learning on attribute-missing graphs,

Reference 27

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 3dae800c-68a6-42c3-8b2e-f7e01a978dd1 · outbound

This paper cites Amer: A new attribute-missing network embedding approach,.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Amer: A new attribute-missing network embedding approach,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:28:53.577480Z

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.

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Observation d91532cf-0a4a-4035-9c26-fd82d225001b · outbound

This paper cites Accurate node feature estimation with structured variational graph autoencoder,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:28:53.564390Z

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.

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Observation 82612666-1f39-4b9c-9fae-e153b062cb8e · outbound

This paper cites Local computations with prob- abilities on graphical structures and their application to expert systems,.

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

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 9953b25a-c0fe-410f-b987-fe2e47f78cdd · outbound

This paper cites Csat: Contrastive sampling-aggregating transformer for community detection in attribute-missing networks,.

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

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raw_fallback, observed 2026-08-10T19:28:53.540103Z

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.

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Observation e10f81cf-c203-46d3-b14a-dd9c24fcc979 · outbound

This paper cites AmGCL: Feature Imputation of Attribute Missing Graph via Self-supervised Contrastive Learning.

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

Resolution
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local_arxiv, observed 2026-08-10T19:28:52.938924Z

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.

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Observation 2de8e482-7e6d-43e8-bc8a-3dab167aceab · outbound

This paper cites Initializing then refining: A simple graph attribute imputation network,.

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

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raw_fallback, observed 2026-08-10T19:28:53.526384Z

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.

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Observation 40fe7b03-3f9b-4a03-b75d-4d545c029c40 · outbound

This paper cites Multi-view graph imputation network,.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Multi-view graph imputation network,

Reference 34

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raw_fallback, observed 2026-08-10T19:28:53.511232Z

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.

source=pdf_text observed=2026-08-10T19:28:52.634557Z digest=sha256:30726e2f8e8802f438b0d1d9b102a249b5f7676a3f87585a3ab992a7f9987d19

Observation 98930792-0f1c-4a8f-8e17-4a7e968de700 · outbound

This paper cites Attribute imputation autoencoders for attribute-missing graphs,.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Attribute imputation autoencoders for attribute-missing graphs,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:28:53.496238Z

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.

source=pdf_text observed=2026-08-10T19:28:52.638822Z digest=sha256:07b7534269d39701a58b2b0c721c1b85cd51e5bafa7316a29f30a9b0521ca5ba

Observation d73c3967-ac8a-4014-8ec0-113faba0686f · outbound

This paper cites A new model for learning in graph domains,.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things A new model for learning in graph domains,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:28:53.481311Z

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.

source=pdf_text observed=2026-08-10T19:28:52.643210Z digest=sha256:ca75049635111a5f4b7d2677c156016c3e32abca508a37190a2c0cc1520e3458

Observation a8952624-e3b1-448b-879d-15194024498a · outbound

This paper cites The graph neural network model,.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things The graph neural network model,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:28:53.466992Z

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.

source=pdf_text observed=2026-08-10T19:28:52.646798Z digest=sha256:4bc81c96113c19a089a8401ce1a371b2983b2550021fd368230e3022cf2ff26b

Observation 028d416f-e18c-4a0d-a23b-464e9f8d2ae7 · outbound

This paper cites Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification.

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

Resolution
unresolved
no resolver link, observed 2026-08-10T19:28:52.650404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:28:52.650404Z digest=sha256:0a21bc9b559294f2ba09dc4f13468973077b96038bae056609b37005e15dee13

Observation 9a8e285f-6aeb-48f1-b2f0-298456df0a47 · outbound

This paper cites Recipe for a general, powerful, scalable graph transformer,.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Recipe for a general, powerful, scalable graph transformer,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:28:53.453678Z

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.

source=pdf_text observed=2026-08-10T19:28:52.654461Z digest=sha256:39cc6fe42827ff9219680435641c717b85ee4b6a82f0e7cb6b3c962b1790ef14

Observation 9abf1e3c-989d-4115-909c-420ee72dbda1 · outbound

This paper cites Navigating networks by using homophily and degree,.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Navigating networks by using homophily and degree,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:28:53.438256Z

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.

source=pdf_text observed=2026-08-10T19:28:52.658447Z digest=sha256:5741ff690c835f12f2f209c9f05e676b053514f2d529291b4c55ba6617d21a36

Observation e958a963-34cb-4f4c-a528-7c452c4d72a1 · outbound

This paper cites Graph recurrent networks with attributed random walks,.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Graph recurrent networks with attributed random walks,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:28:53.421740Z

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.

source=pdf_text observed=2026-08-10T19:28:52.662679Z digest=sha256:e38d219545373297508b22c538e3e830c4742935966a82c514a560f130cc73b6

Observation 285e52a7-fa8c-4022-9698-f6d677976235 · outbound

This paper cites Attributed random walk as matrix factorization,.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Attributed random walk as matrix factorization,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:28:53.405625Z

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.

source=pdf_text observed=2026-08-10T19:28:52.666769Z digest=sha256:57b06e36dc9a793aec27ccd4096ae81667d5673deb08c028324ae5ea09ff7d40

Observation 45727fb5-8d9c-4cf2-9674-f8a61ae71cb4 · outbound

This paper cites Gain: Missing data imputation using generative adversarial nets,.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Gain: Missing data imputation using generative adversarial nets,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:28:53.389527Z

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.

source=pdf_text observed=2026-08-10T19:28:52.670830Z digest=sha256:90ee657574513d357d0d72071b9cb3c5d6069f517cad405e3e37c5ca4d88e70e

Observation 2c97d744-1dad-4b4b-9991-5e3cf6b355dc · outbound

This paper cites Stacked denoising autoencoders: Learning useful represen- tations in a deep network with a local denoising criterion.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:28:53.374608Z

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.

source=pdf_text observed=2026-08-10T19:28:52.674852Z digest=sha256:2f37e2bb44ce4e3b7f632db8d4fea53a6094d628f5b29067dcdf4fdc6d8dbc5c

Observation 8e7561b4-6290-4d19-9e1e-d0892733a993 · outbound

This paper cites Missing data imputation with adversarially-trained graph convolutional networks,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:28:53.358611Z

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.

source=pdf_text observed=2026-08-10T19:28:52.679067Z digest=sha256:345f325db91816578f40de046ee62d744067d71367048da2864ce1ce0b1170e0

Observation 30fe9b47-02bc-49d1-879f-f83ab873b1f4 · outbound

This paper cites Graph convolutional networks for graphs containing missing features,.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Graph convolutional networks for graphs containing missing features,

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-10T19:28:52.683136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:28:52.683136Z digest=sha256:a2d6ada218d73eae057953f1fcbb9e09e899aa6a705ea9f36f35eb24ad30f3d3

Observation d144da9e-d883-4ec8-955d-068f5bf3b52c · outbound

This paper cites T2-gnn: Graph neural networks for graphs with incomplete features and structure via teacher-student distillation,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:28:53.332336Z

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.

source=pdf_text observed=2026-08-10T19:28:52.687359Z digest=sha256:d8090895bc84ad266bb9b371fd50824f622b76b9986efb984a356ea074d0a15b

Observation 440aaaa9-20ef-4197-a9ec-33c8ea0d40c5 · outbound

This paper cites Recov- ering missing node features with local structure-based embeddings,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:28:53.316371Z

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.

source=pdf_text observed=2026-08-10T19:28:52.691193Z digest=sha256:cd6602bf4cd855082ae06a1f164bd125aa586ef2c8575ae2fa1714ef31c7190f

Observation eb8933b6-f29f-475e-b43c-9d6479e09c94 · outbound

This paper cites A mathematical theory of communication,.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things A mathematical theory of communication,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:28:53.301119Z

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.

source=pdf_text observed=2026-08-10T19:28:52.695538Z digest=sha256:e9f5912cd792564788920ed37d6e9db07ffe03054ce67b250498831f73c4af1f

Observation 9d8f47a1-eb8a-4d98-927b-8bc3e03ebe1a · outbound

This paper cites Confidence-Based Feature Imputation for Graphs with Partially Known Features.

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

Resolution
verified exact
local_arxiv, observed 2026-08-10T19:28:52.901862Z

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.

source=pdf_text observed=2026-08-10T19:28:52.699585Z digest=sha256:6205a3e004173677e600fe02c432e5da98f4a52f7f0ffa6a726f2509cd573620

Observation 33deb3f4-7c80-4b92-8195-26aa64a547b4 · outbound

This paper cites Social internet of things: vision, challenges, and trends,.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Social internet of things: vision, challenges, and trends,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:28:53.287982Z

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.

source=pdf_text observed=2026-08-10T19:28:52.704146Z digest=sha256:f6f674170a60d3b69bfc44c9847f0e34dac30ae5c484798b32e7161de8192493

Observation aa8b1d82-35bc-4abe-ae61-73777cca8de5 · outbound

This paper cites Quantitative computation of social strength in social internet of things,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:28:53.273150Z

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.

source=pdf_text observed=2026-08-10T19:28:52.708280Z digest=sha256:95163cfea0b8bb7a892e4fe88874ed4261c03689f773905ac0517b55136c5e4c

Observation 9e7d98e4-f45a-4a3d-a5fe-7f02342fdbd3 · outbound

This paper cites A social-relationships-based service recommendation system for siot devices,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:28:53.258829Z

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.

source=pdf_text observed=2026-08-10T19:28:52.712808Z digest=sha256:a3f0371f138937f5570566fee1aafe6294083d05b4d99e9ce57db9787fe37380

Observation 44d33d92-6c42-435b-94c2-0b0684a5d0b4 · outbound

This paper cites Deep learning- embedded social internet of things for ambiguity-aware social recom- mendations,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:28:53.243381Z

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.

source=pdf_text observed=2026-08-10T19:28:52.717545Z digest=sha256:dd2ee037842ec9a3edaa7368cd3962bf87a405f7b427905c8003c0385b1f69ff

Observation 5e81e538-5cc2-4f93-a647-4c9e86983062 · outbound

This paper cites An integrated pca-daegcn model for movie recommendation in the social internet of things,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:28:53.228986Z

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.

source=pdf_text observed=2026-08-10T19:28:52.721814Z digest=sha256:b2dd7e02fbf08c2fcc6c8f0664bf58fc831372031230932ed36c0beb9cc5c3ae

Observation def9a212-6154-4386-8ce8-a2094ac27579 · outbound

This paper cites Learning to solve task-optimized group search for social internet of things,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:28:53.214997Z

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.

source=pdf_text observed=2026-08-10T19:28:52.725979Z digest=sha256:a761f390e3bc4073e043d4dee84adb67fa76775dd971f41c0b8599710c0da05d

Observation f5a2c19e-e9f1-41c0-b573-260e7149eda5 · outbound

This paper cites Ccnsim: An artificial intelligence enabled classification, clustering and navigation simulator for social internet of things,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:28:53.200875Z

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.

source=pdf_text observed=2026-08-10T19:28:52.730416Z digest=sha256:f4e0a446f492aa56556a0f5ae40642665f46e7ffbaaae92e9103a9e3fc30590a

Observation 120ca4af-56b1-4eb6-9098-150b69a5c199 · outbound

This paper cites Tfd: Trust-based fraud detection in siot with graph convolutional networks,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:28:53.186229Z

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.

source=pdf_text observed=2026-08-10T19:28:52.734740Z digest=sha256:604b00409c39b73f4a4e53d1c6486abf07592f603b69cf414254d9e11b834961

Observation d74eb3db-3a03-4182-8d6e-fbbdee7a1f76 · outbound

This paper cites Graph Neural Networks Exponentially Lose Expressive Power for Node Classification.

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

Resolution
unresolved
no resolver link, observed 2026-08-10T19:28:52.738898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:28:52.738898Z digest=sha256:687bb039611a507eadd2f53dd064bedf81702891dcd8c99515a2cc46df992f1b

Observation e5462de0-9c15-416f-9d8d-4342ee94717e · outbound

This paper cites The anatomy of a large-scale hypertextual web search engine,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:28:53.170723Z

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.

source=pdf_text observed=2026-08-10T19:28:52.743604Z digest=sha256:1f0a849477df9c0ed10ac7e4acbc679380e2a25e3f0aef06b678be44b7c08cd3

Observation f57f8962-2994-4c8f-bd90-bb99403f56c0 · outbound

This paper cites Link prediction based on graph neural networks,.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Link prediction based on graph neural networks,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:28:53.155319Z

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.

source=pdf_text observed=2026-08-10T19:28:52.747913Z digest=sha256:fc9a4b256f752a8ad632da06b5b77a9db7e045c16de260aa030bf08ecba706f5

Observation cd894b6f-a34a-4c87-89b0-3a17f5bf902e · outbound

This paper cites Distance encoding: de- sign provably more powerful neural networks for graph representation learning,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:28:53.138573Z

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.

source=pdf_text observed=2026-08-10T19:28:52.752146Z digest=sha256:64297faa1dfddd8abe812f7f69effd44027497134c6fbc0ca494c0c40c2306cc

Observation ee46624b-6103-40aa-8b82-55222a63d861 · outbound

This paper cites Beyond homophily in graph neural networks: Current limitations and effective designs,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:28:53.122661Z

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.

source=pdf_text observed=2026-08-10T19:28:52.756384Z digest=sha256:2639c7a99f506c0e6d7bad0cb8095cd5ca62da45c99ccd99f54ab158eb5efbdf

Observation 0e573419-bc67-46e9-a73c-b5ff744c14ab · outbound

This paper cites Geom-GCN: Geometric Graph Convolutional Networks.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Geom-GCN: Geometric Graph Convolutional Networks

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-10T19:28:52.760396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:28:52.760396Z digest=sha256:e6d3d51a58504e5cd87280ac4d8c7ce032efd411228646a065e164edf5695e68

Observation 1947a3ef-cc25-4bfb-8bbb-b3a7a4608b16 · outbound

This paper cites Large scale learning on non-homophilous graphs: New benchmarks and strong simple methods,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:28:53.107931Z

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.

source=pdf_text observed=2026-08-10T19:28:52.765141Z digest=sha256:dce8a05159fadd761b2fc73ab1ae7f26cf405a52393326f8cd04285baa49df5e

Observation af6db3ab-183a-4dbd-a859-27eb79aa1fe8 · outbound

This paper cites Revisiting semi-supervised learning with graph embeddings,.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Revisiting semi-supervised learning with graph embeddings,

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:28:53.093000Z

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.

source=pdf_text observed=2026-08-10T19:28:52.769260Z digest=sha256:b40c2a3ad21df19470f9375179941092b4579ea11bce1fa765317e41dd9891a6

Observation 1af20833-3bd2-4de0-bed1-1ad4140f2cbb · outbound

This paper cites Pitfalls of Graph Neural Network Evaluation.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Pitfalls of Graph Neural Network Evaluation

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-10T19:28:52.773741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:28:52.773741Z digest=sha256:e0855a6c175ddf0b99d83e7b14705080f1e31733d5d5aae10e6947d52c882a1b

Observation 9eca5df1-6201-4d60-9ff7-0170c92966ce · outbound

This paper cites Attribute-missing graph clustering network,.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Attribute-missing graph clustering network,

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:28:53.077734Z

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.

source=pdf_text observed=2026-08-10T19:28:52.778669Z digest=sha256:9e5319eea3d9c1767da101c631afe4d85b2c90619914e9aad23f751283ce0e51

Observation e49bf2c3-e12b-47c0-9a45-e7b72bb60ff8 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Adam: A Method for Stochastic Optimization

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-10T19:28:52.783109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:28:52.783109Z digest=sha256:2611ade107dce48a021448714711bf3e9d01b7fefae9136833ba4445b2da703b

Observation 71c2c55a-f71c-4066-8121-bf9c322e21c7 · outbound

This paper cites Least squares quantization in pcm,.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Least squares quantization in pcm,

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-10T19:28:52.787816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation cb4f2756-04cc-4962-9f41-3000b180b31a · outbound

This paper cites Knn model-based approach in classification,.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Knn model-based approach in classification,

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:28:53.054623Z

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.

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Observation 869371d0-75c2-45e1-a1f2-f1c1a6ac3712 · outbound

This paper cites Visualizing data using t-sne.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Visualizing data using t-sne

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:28:53.040132Z

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.

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Observation e64d5b55-76f0-4753-b9ab-0a8e6c22ab5d · outbound

This paper cites an unresolved cited work.

Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things Unresolved cited work

Reference 2009

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:28:53.025357Z

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.

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Pith citing papers

No inbound Pith citation observations are available.