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Paper Citation Record · LEDGER

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

As of 15 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 2026-08-15T06:32:42.880941+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
  • unresolved17
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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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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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

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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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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
verified fuzzy
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Source-reported events for the cited work

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

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verified fuzzy
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Source-reported events for the cited work

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

Resolution
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Source-reported events for the cited work

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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

Unavailable: canonical work link unavailable.

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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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Unavailable: canonical work link unavailable.

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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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Unavailable: canonical work link unavailable.

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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 2026-08-15T06:32:42.880941+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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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
unresolved
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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
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Source-reported events for the cited work

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

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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 2026-08-15T06:32:42.880941+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

Resolution
verified fuzzy
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 2026-08-15T06:32:42.880941+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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Source-reported events for the cited work

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

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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

Resolution
verified fuzzy
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 2026-08-15T06:32:42.880941+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

Resolution
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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 2026-08-15T06:32:42.880941+00:00.

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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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T19:28:52.638822Z digest=sha256:77fd1f3fc0aeae1f3613047243c25a05b9b612edbd141b0b3f88aa8a18c5b6d8

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T19:28:52.643210Z digest=sha256:1c57a3fdfa36fe4b97c0712febd6bf9dbf405f60c91de45db73a63d36c7f9a6d

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T19:28:52.646798Z digest=sha256:1589de5e410446d2ab8545064cd0865238b4a5efb3bf7f57ed0c878ffd936e35

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T19:28:52.654461Z digest=sha256:0d46de6603454b6744a9bb29c0a5f1e30b2a9e0fb1a33123a4def9937d7259cc

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T19:28:52.658447Z digest=sha256:62779726c838d113121eac4064ce16bed3a2cf80668b3c26a6198fdfc0049474

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T19:28:52.662679Z digest=sha256:5436788c99d47b771fe271cb5d7dfe5ab08f4830381a9e50c2ae9177db877c11

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T19:28:52.666769Z digest=sha256:8f6159b813be74c09656bb3fa9c269ee9b6c48648c96efae9a0cb84bd31b23df

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T19:28:52.670830Z digest=sha256:061f2a4ef61df028a1f47646387cc2c78b8012b97aef6bf68951baf60897bc06

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T19:28:52.674852Z digest=sha256:27e62acd1ddb3d3a3562026df1ad48b609ec345e5176337f6286004cd52e0789

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T19:28:52.679067Z digest=sha256:c5fbe91d07657ad09aec65cdc9570b8fd53f5f5977d99d9cc7c1467e4fb4a7fa

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T19:28:52.687359Z digest=sha256:17f2e2305402876cc61dd71c7f044881c02de69916d69660d8dc74dcb6c82acb

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T19:28:52.691193Z digest=sha256:5cad91ffb5d996cf73d7c6db99a304888e246639ed60f113b8f1f2f79e337d50

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T19:28:52.695538Z digest=sha256:c7e2c36bf66c3f990e970699039c778ef736c4793cfbb5a8f1431237c732b5c5

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T19:28:52.699585Z digest=sha256:5e836ce698af4743447fb27af8bb8aacdb40980ae130b70173cc0bdc1e62fffb

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T19:28:52.704146Z digest=sha256:6e6891908fc6e4443cb27328e0b702fb3e48570b1e70d6991e56ec7e680ed549

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T19:28:52.708280Z digest=sha256:592bf9f6754da28f17d8a511eee713aeb761c46caf9a306741077705149d4e59

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T19:28:52.712808Z digest=sha256:90a5e3dee2df200f10bc99689b5c5d2030711f10ee8d0f459dea8eea6719d73b

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T19:28:52.717545Z digest=sha256:21fe2c76e5ef6ce81de92ec9c1c8a6df3c91b986c29212aebcb08cc06be37b2a

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T19:28:52.721814Z digest=sha256:07ec275abc129310327073572b6680de716b3fcdad3ffd77c0dc08dbc1602df4

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T19:28:52.725979Z digest=sha256:496705d6bcc0d2956ae668d4a3dbd5cefbbbdbf35d3ea80eb223e07f2b128c62

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T19:28:52.730416Z digest=sha256:e1267e30563057a5186565fd603ef961034d30c4c4077a9f4943a4d04136dfea

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T19:28:52.734740Z digest=sha256:1a07b17bbb33af37d9a0b27e7b2feb05b7f74fa7ce9db847d7b6323b4cf5955d

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=sha256:945335b5cdc895ff882e5ce1fb25f492d160a3f150834f679ec86282e64f0b1e

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T19:28:52.743604Z digest=sha256:1e736be9fe5022dcae5dd515db18db923c2e6622b923f4e81f5db7611eccfc7d

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T19:28:52.747913Z digest=sha256:321517bf90c61120bfc2a8e97c7fed8154c7e90e1847e9c66c2a918500d69315

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T19:28:52.752146Z digest=sha256:49e809f161a19667cb3ec86df302bc67f5e386e7bd967d6fd8a92dd0a743da67

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T19:28:52.756384Z digest=sha256:e269966abfa64cd81768058a7ed65f6b0dcc2e24304edef2326230d37208ba37

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T19:28:52.765141Z digest=sha256:ac1890194fc0948a2e55ce114f9dc51359e8b4453c89a053313a3f5c5e89312e

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T19:28:52.769260Z digest=sha256:5a70f0010657d7042d573267a02cefb1afa7b9af0328a5713414921040397589

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=sha256:7bb21ba306bd54e82b8220e8d7f2836eae0b3a5098af03ec359c2b5b0f7a9b8f

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T19:28:52.778669Z digest=sha256:09311ddb5c52bb4665c1f7373ba3597920fb5cccb437cecca2428ff285864a3c

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=sha256:1dd353ce6e6cf267bb999947aff7355571c5aef47e5bd95bec883f58967d0bf3

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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T19:28:52.796015Z digest=sha256:be573ed453cb0a98de7f388a826adfb454d5b83bad66644eaf4c34a27ef02ee7

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 2026-08-15T06:32:42.880941+00:00.

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Pith citing papers

No inbound Pith citation observations are available.