Paper Citation Record · LEDGER

Score-based Generative Diffusion Models for Social Recommendations

As of 16 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 8 inbound Pith citation observations for arXiv:2412.15579.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2412.15579 v2

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T11:21:38.291900Z

measured 66 of 66 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 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:56:34.263644Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T15:11:03.503634Z

Reference resolution

58 of 58 outbound references displayed

verified exact1
verified fuzzy51
unresolved6
parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8370710a-e113-4016-b9df-cc64c09db983 · outbound

This paper cites Neural graph collaborative filtering,.

Score-based Generative Diffusion Models for Social Recommendations Neural graph collaborative filtering,

Reference 1

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Observation 47314531-1f80-483a-9375-e14c2fa164fa · outbound

This paper cites Lightgcn: Simplifying and powering graph convolution network for recommenda- tion,.

Score-based Generative Diffusion Models for Social Recommendations Lightgcn: Simplifying and powering graph convolution network for recommenda- tion,

Reference 2

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Observation fac43e99-b626-474b-ba4a-6295f3e36324 · outbound

This paper cites Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation.

Score-based Generative Diffusion Models for Social Recommendations Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation

Reference 3

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Observation c7fb26e9-04de-46c0-8e71-e586abfd5185 · outbound

This paper cites Graph machine learning in the era of large language models (llms),.

Score-based Generative Diffusion Models for Social Recommendations Graph machine learning in the era of large language models (llms),

Reference 4

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Observation d3adc25b-f607-4e17-9d85-074675284c06 · outbound

This paper cites A systematic literature review of sparsity issues in recommender systems,.

Score-based Generative Diffusion Models for Social Recommendations A systematic literature review of sparsity issues in recommender systems,

Reference 5

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Observation 7be6250b-186e-492b-8441-895d83317f62 · outbound

This paper cites Investigating and Mitigating Stereotype-aware Unfairness in LLM-based Recommendations.

Score-based Generative Diffusion Models for Social Recommendations Investigating and Mitigating Stereotype-aware Unfairness in LLM-based Recommendations

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-11T11:21:38.547523Z

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Observation 7427411d-9046-4f2a-830c-778768293873 · outbound

This paper cites Retrieval-Augmented Purifier for Robust LLM-Empowered Recommendation.

Score-based Generative Diffusion Models for Social Recommendations Retrieval-Augmented Purifier for Robust LLM-Empowered Recommendation

Reference 7

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Observation f4ac6e94-4c06-4618-a4ee-e6bf463aa9a7 · outbound

This paper cites Social influence: Compliance and conformity,.

Score-based Generative Diffusion Models for Social Recommendations Social influence: Compliance and conformity,

Reference 8

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Observation 7254fb6b-d94c-44d4-ac98-81d2b0fe8da1 · outbound

This paper cites Birds of a feather: Homophily in social networks,.

Score-based Generative Diffusion Models for Social Recommendations Birds of a feather: Homophily in social networks,

Reference 9

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Observation 50d0c6a3-7228-405b-a47c-f132e305cadb · outbound

This paper cites Challenging low homophily in social recommendation,.

Score-based Generative Diffusion Models for Social Recommendations Challenging low homophily in social recommendation,

Reference 10

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Observation 9856259b-297f-4d94-8998-b25a96f7e8c7 · outbound

This paper cites Graph neural networks for social recommendation,.

Score-based Generative Diffusion Models for Social Recommendations Graph neural networks for social recommendation,

Reference 11

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Observation 5322ce56-15bd-4747-a914-9159a6fd1502 · outbound

This paper cites Graph unlearning with efficient partial retraining,.

Score-based Generative Diffusion Models for Social Recommendations Graph unlearning with efficient partial retraining,

Reference 12

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Observation da75669f-6c28-4629-9c3c-13d4d4c5926e · outbound

This paper cites Multi-agent attacks for black-box social recommenda- tions,.

Score-based Generative Diffusion Models for Social Recommendations Multi-agent attacks for black-box social recommenda- tions,

Reference 13

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Observation 5660ea1f-1392-4b16-b848-bd4947ae8f82 · outbound

This paper cites Graph Defense Diffusion Model.

Score-based Generative Diffusion Models for Social Recommendations Graph Defense Diffusion Model

Reference 14

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Observation 5f1323ed-584e-4b56-9436-4d6e21b12be7 · outbound

This paper cites Disentangled contrastive learning for social recommendation,.

Score-based Generative Diffusion Models for Social Recommendations Disentangled contrastive learning for social recommendation,

Reference 15

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Observation 9c691cf8-fc1c-4fe2-83f4-31a5ad82d60d · outbound

This paper cites Disentangled graph social recommendation,.

Score-based Generative Diffusion Models for Social Recommendations Disentangled graph social recommendation,

Reference 16

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Observation 56b01063-9f58-4e13-950e-dffe336df10a · outbound

This paper cites Robust preference- guided denoising for graph based social recommendation,.

Score-based Generative Diffusion Models for Social Recommendations Robust preference- guided denoising for graph based social recommendation,

Reference 17

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Observation c2c4adf9-051d-4dae-ab31-31739c29029f · outbound

This paper cites Revisiting graph based social recommendation: A distillation enhanced social graph network,.

Score-based Generative Diffusion Models for Social Recommendations Revisiting graph based social recommendation: A distillation enhanced social graph network,

Reference 18

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Observation 5fa509ce-0a2e-43ff-8d9c-87fba8bea56e · outbound

This paper cites Graph bottlenecked social recommendation,.

Score-based Generative Diffusion Models for Social Recommendations Graph bottlenecked social recommendation,

Reference 19

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Observation 4e298208-2f60-49e7-875c-6fc1d22c282e · outbound

This paper cites User identity linkage across online social networks: A review,.

Score-based Generative Diffusion Models for Social Recommendations User identity linkage across online social networks: A review,

Reference 20

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This paper cites Graph collaborative signals denoising and augmentation for recommendation,.

Score-based Generative Diffusion Models for Social Recommendations Graph collaborative signals denoising and augmentation for recommendation,

Reference 21

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Observation cb20d4b1-2a27-4872-bceb-1c3850d3ef3c · outbound

This paper cites Image restoration with mean-reverting stochastic differ- ential equations,.

Score-based Generative Diffusion Models for Social Recommendations Image restoration with mean-reverting stochastic differ- ential equations,

Reference 22

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Observation bd11d244-e54b-4e9e-bc7d-16083be08940 · outbound

This paper cites Score-based generative modeling through stochastic differ- ential equations,.

Score-based Generative Diffusion Models for Social Recommendations Score-based generative modeling through stochastic differ- ential equations,

Reference 23

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Score-based Generative Diffusion Models for Social Recommendations Denoising diffusion probabilistic models,

Reference 24

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This paper cites Generative modeling by estimating gradients of the data distribution,.

Score-based Generative Diffusion Models for Social Recommendations Generative modeling by estimating gradients of the data distribution,

Reference 25

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This paper cites Score-based generative modeling of graphs via the system of stochastic differential equations,.

Score-based Generative Diffusion Models for Social Recommendations Score-based generative modeling of graphs via the system of stochastic differential equations,

Reference 26

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This paper cites Generative diffusion models on graphs: Methods and applications,.

Score-based Generative Diffusion Models for Social Recommendations Generative diffusion models on graphs: Methods and applications,

Reference 27

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This paper cites A neural influence diffusion model for social recommendation,.

Score-based Generative Diffusion Models for Social Recommendations A neural influence diffusion model for social recommendation,

Reference 28

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This paper cites Modelling high- order social relations for item recommendation,.

Score-based Generative Diffusion Models for Social Recommendations Modelling high- order social relations for item recommendation,

Reference 29

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This paper cites Reverse-time diffusion equation models,.

Score-based Generative Diffusion Models for Social Recommendations Reverse-time diffusion equation models,

Reference 30

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This paper cites Unsupervised controllable generation with score-based diffusion models: Disentangled latent code guidance,.

Score-based Generative Diffusion Models for Social Recommendations Unsupervised controllable generation with score-based diffusion models: Disentangled latent code guidance,

Reference 31

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Score-based Generative Diffusion Models for Social Recommendations Platen and N

Reference 32

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Score-based Generative Diffusion Models for Social Recommendations A survey on curriculum learning,

Reference 33

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Score-based Generative Diffusion Models for Social Recommendations Heterogeneous graph structure learning for graph neural networks,

Reference 34

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Score-based Generative Diffusion Models for Social Recommendations Randomly distributed embedding making short-term high-dimensional data predictable,

Reference 35

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Score-based Generative Diffusion Models for Social Recommendations Elucidating the exposure bias in diffusion models,

Reference 36

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This paper cites Self- supervised multi-channel hypergraph convolutional network for social recommendation,.

Score-based Generative Diffusion Models for Social Recommendations Self- supervised multi-channel hypergraph convolutional network for social recommendation,

Reference 37

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Score-based Generative Diffusion Models for Social Recommendations Representation Learning with Contrastive Predictive Coding

Reference 38

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Score-based Generative Diffusion Models for Social Recommendations Bpr: Bayesian personalized ranking from implicit feedback,

Reference 39

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This paper cites A matrix factorization technique with trust propagation for recommendation in social networks,.

Score-based Generative Diffusion Models for Social Recommendations A matrix factorization technique with trust propagation for recommendation in social networks,

Reference 40

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Score-based Generative Diffusion Models for Social Recommendations Socially- aware self-supervised tri-training for recommendation,

Reference 41

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Score-based Generative Diffusion Models for Social Recommendations Diffusion recommender model,

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Score-based Generative Diffusion Models for Social Recommendations Generate what you prefer: Reshaping sequential recommendation via guided diffusion,

Reference 43

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This paper cites Blurring-sharpening process models for collaborative filtering,.

Score-based Generative Diffusion Models for Social Recommendations Blurring-sharpening process models for collaborative filtering,

Reference 44

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Score-based Generative Diffusion Models for Social Recommendations Graph signal diffusion model for collaborative filtering,

Reference 45

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Score-based Generative Diffusion Models for Social Recommendations Denoised self-augmented learning for social recommendation,

Reference 46

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This paper cites Social influence learning for recommendation systems,.

Score-based Generative Diffusion Models for Social Recommendations Social influence learning for recommendation systems,

Reference 47

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Score-based Generative Diffusion Models for Social Recommendations Recdiff: diffusion model for social recommendation,

Reference 48

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This paper cites Graph diffusive self-supervised learning for social recommendation,.

Score-based Generative Diffusion Models for Social Recommendations Graph diffusive self-supervised learning for social recommendation,

Reference 49

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Score-based Generative Diffusion Models for Social Recommendations Denoising diffusion recommender model,

Reference 50

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This paper cites Recommender systems with social regularization,.

Score-based Generative Diffusion Models for Social Recommendations Recommender systems with social regularization,

Reference 51

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This paper cites A graph neural network framework for social recommendations,.

Score-based Generative Diffusion Models for Social Recommendations A graph neural network framework for social recommendations,

Reference 52

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Observation f0186c83-c0c1-4def-8298-8e930dce2e37 · outbound

This paper cites Madm: A model-agnostic denoising module for graph- based social recommendation,.

Score-based Generative Diffusion Models for Social Recommendations Madm: A model-agnostic denoising module for graph- based social recommendation,

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:21:38.653889Z

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Observation 988fc14d-4d2f-43aa-9e6c-1d3185325d02 · outbound

This paper cites Collaborative filtering based on diffusion models: Unveiling the potential of high-order connectivity,.

Score-based Generative Diffusion Models for Social Recommendations Collaborative filtering based on diffusion models: Unveiling the potential of high-order connectivity,

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:21:38.637123Z

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.

Observation 2907644a-0ce5-40c0-a74a-bcdb728f4435 · outbound

This paper cites Generative recommendation with continuous-token diffusion,.

Score-based Generative Diffusion Models for Social Recommendations Generative recommendation with continuous-token diffusion,

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-11T11:21:38.276876Z

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Observation 5d4c1d6c-3dc5-460f-be49-622eb6e7bc32 · outbound

This paper cites Diff4rec: Sequential recommendation with curriculum-scheduled diffusion aug- mentation,.

Score-based Generative Diffusion Models for Social Recommendations Diff4rec: Sequential recommendation with curriculum-scheduled diffusion aug- mentation,

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:21:38.619427Z

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.

Observation 24b6c751-58e9-444b-864b-08db8fce42e3 · outbound

This paper cites Consistency models,.

Score-based Generative Diffusion Models for Social Recommendations Consistency models,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:21:38.601927Z

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.

Observation 9dfc22ee-196c-4332-a5de-44e19ac14000 · outbound

This paper cites He serves as a reviewer for top-tier conferences (e.g., KDD, WWW, AAAI, etc.) and journals (e.g., ACM TKDD, ACM CSUR, etc.).

Score-based Generative Diffusion Models for Social Recommendations He serves as a reviewer for top-tier conferences (e.g., KDD, WWW, AAAI, etc.) and journals (e.g., ACM TKDD, ACM CSUR, etc.)

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:21:38.584860Z

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Pith citing papers

Observation 9307a702-69c0-4407-9511-68ab79de1216 · inbound

Circuit Complexity Bounds for Visual Autoregressive Model cites this paper.

Circuit Complexity Bounds for Visual Autoregressive Model Score-based Generative Diffusion Models for Social Recommendations

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T21:42:46.299685Z

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Observation b0855ebe-0397-4d64-9aeb-1c23c8d2364e · inbound

On Computational Limits and Provably Efficient Criteria of Visual Autoregressive Models: A Fine-Grained Complexity Analysis cites this paper.

On Computational Limits and Provably Efficient Criteria of Visual Autoregressive Models: A Fine-Grained Complexity Analysis Score-based Generative Diffusion Models for Social Recommendations

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T21:42:28.249493Z

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Observation dbbed4e5-abd1-40d5-85d4-2da7122517c4 · inbound

RichSpace: Enriching Text-to-Video Prompt Space via Text Embedding Interpolation cites this paper.

RichSpace: Enriching Text-to-Video Prompt Space via Text Embedding Interpolation Score-based Generative Diffusion Models for Social Recommendations

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T19:34:36.374093Z

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Unavailable: canonical work link unavailable.

Observation 379cf744-4675-492a-bce7-16932306c21a · inbound

High-Order Matching for One-Step Shortcut Diffusion Models cites this paper.

High-Order Matching for One-Step Shortcut Diffusion Models Score-based Generative Diffusion Models for Social Recommendations

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-09T18:10:53.158232Z

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Observation e00ad71b-d02d-4ac2-86b3-27f6bd874454 · inbound

Universal Approximation of Visual Autoregressive Transformers cites this paper.

Universal Approximation of Visual Autoregressive Transformers Score-based Generative Diffusion Models for Social Recommendations

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-08T16:39:14.267088Z

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Observation 7d071357-27c3-45b1-919e-86f2cd8a380a · inbound

Force Matching with Relativistic Constraints: A Physics-Inspired Approach to Stable and Efficient Generative Modeling cites this paper.

Force Matching with Relativistic Constraints: A Physics-Inspired Approach to Stable and Efficient Generative Modeling Score-based Generative Diffusion Models for Social Recommendations

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-08T10:20:15.427796Z

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Observation c83e537b-ba5f-45fd-b798-66606658b325 · inbound

Fast RoPE Attention: Combining the Polynomial Method and Fast Fourier Transform cites this paper.

Fast RoPE Attention: Combining the Polynomial Method and Fast Fourier Transform Score-based Generative Diffusion Models for Social Recommendations

Reference 119

Resolution: unresolved; no resolver link, observed 2026-08-15T20:56:34.263644Z

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Unavailable: canonical work link unavailable.

Observation 44f97945-08e5-4721-867a-522f7f925b30 · inbound

Only Large Weights (And Not Skip Connections) Can Prevent the Perils of Rank Collapse cites this paper.

Only Large Weights (And Not Skip Connections) Can Prevent the Perils of Rank Collapse Score-based Generative Diffusion Models for Social Recommendations

Reference 49

Resolution: verified exact; local_arxiv, observed 2026-08-07T15:11:03.578696Z

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