Paper Citation Record · LEDGER

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation

As of 9 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2502.08161.

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

pith.paper-citation-record.v1
2502.08161 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T10:16:45.734621Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

42 of 42 outbound references displayed

verified exact1
verified fuzzy33
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5797c85d-277a-421f-b91b-818f9bf82177 · outbound

This paper cites Graph neural networks in recommender systems: a survey,.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Graph neural networks in recommender systems: a survey,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:16:46.315302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a67d656d-4a40-4f68-9a9f-a35e9792e981 · outbound

This paper cites Semi-supervised classification with graph convolutional networks,.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Semi-supervised classification with graph convolutional networks,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:16:46.302100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e6c4cc3a-c273-4e6b-ae28-e5860d13742c · outbound

This paper cites Inductive representation learning on large graphs,.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Inductive representation learning on large graphs,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:16:46.288412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bf6e43f7-ada5-466b-b875-aa9cf1f6a7ab · outbound

This paper cites Graph Attention Networks.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Graph Attention Networks

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T10:16:45.572805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b747dc2e-d7ca-4d33-b07d-fee180a15cb4 · outbound

This paper cites Graph convolutional neural networks for web-scale rec- ommender systems,.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Graph convolutional neural networks for web-scale rec- ommender systems,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:16:46.272838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a3539f5c-5960-4e4a-a29c-90d2d15ea782 · outbound

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

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Lightgcn: Simplifying and powering graph convolution network for recommenda- tion,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:16:46.260763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0642ea84-4897-4ad0-a3a6-001ce5e69d9e · outbound

This paper cites BPR: Bayesian Personalized Ranking from Implicit Feedback.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation BPR: Bayesian Personalized Ranking from Implicit Feedback

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T10:16:45.588509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f840cd2-56f5-414e-865b-a71ce577ed89 · outbound

This paper cites Irgan: A minimax game for unifying generative and discriminative information retrieval models,.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Irgan: A minimax game for unifying generative and discriminative information retrieval models,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:16:46.234464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0be1d46c-56fb-4a51-bf7d-843880de1e76 · outbound

This paper cites Adversarial sampling and training for semi- supervised information retrieval,.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Adversarial sampling and training for semi- supervised information retrieval,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:16:46.221066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1bb6880b-5a4f-4eb8-b4dd-715a730c1baa · outbound

This paper cites KBGAN: Adversarial Learning for Knowledge Graph Embeddings.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation KBGAN: Adversarial Learning for Knowledge Graph Embeddings

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T10:16:45.604805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 744e7763-82e0-496f-91d8-de4c34292eae · outbound

This paper cites mixup: Beyond empirical risk minimization,.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation mixup: Beyond empirical risk minimization,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T10:16:45.608968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 089f5463-e0c4-4095-8140-9df852178ecf · outbound

This paper cites Distributed representations of words and phrases and their composi- tionality,.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Distributed representations of words and phrases and their composi- tionality,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T10:16:45.612321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a3e6c3e-9d30-4872-87fd-d564a79661df · outbound

This paper cites Understand- ing negative sampling in graph representation learning,.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Understand- ing negative sampling in graph representation learning,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:16:46.191499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3edbd06c-c6d2-4c20-a393-356f626db022 · outbound

This paper cites Efficient estimation of word representations in vector space,.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Efficient estimation of word representations in vector space,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:16:46.178538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d2468fdf-7a0f-4bb2-97de-af665bb94b77 · outbound

This paper cites Deepwalk: Online learning of social representations,.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Deepwalk: Online learning of social representations,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:16:46.165377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 756a3643-324d-48c2-abe7-d394279d4631 · outbound

This paper cites Amazon-book,.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Amazon-book,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:16:46.152597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 194d3756-b2e2-4e66-be84-1007ffdd015a · outbound

This paper cites Last-fm,.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Last-fm,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:16:46.139610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c539badb-359a-44b9-bcbd-82e78a74998f · outbound

This paper cites https://www.yelp.com/dataset.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation https://www.yelp.com/dataset

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:16:46.127090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bd39dbf8-c011-47d3-b23d-77adf081af85 · outbound

This paper cites Kgat: Knowledge graph attention network for recommendation,.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Kgat: Knowledge graph attention network for recommendation,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:16:46.114116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4f71b988-ba99-485f-b7cc-80a21438a773 · outbound

This paper cites Mixgcf: An improved training method for graph neural network-based recommender systems,.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Mixgcf: An improved training method for graph neural network-based recommender systems,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:16:46.100372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 56fd7b96-012a-4551-a0da-d0f230250538 · outbound

This paper cites Performance of recommender algorithms on top-n recommendation tasks,.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Performance of recommender algorithms on top-n recommendation tasks,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:16:46.088162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a2010fb1-3c1f-4b95-9057-731b5dec7979 · outbound

This paper cites Scholarly paper recommendation via user’s recent research interests,.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Scholarly paper recommendation via user’s recent research interests,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:16:46.075727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 10e2fdc6-2597-4be9-adce-0be43ed6c105 · outbound

This paper cites Pytorch: An imperative style, high-performance deep learning library,.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Pytorch: An imperative style, high-performance deep learning library,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:16:46.063860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d8ea7ec9-2cf0-4389-bf2a-5fd32fa7c18c · outbound

This paper cites Adam: A Method for Stochastic Optimization.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Adam: A Method for Stochastic Optimization

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-08T10:16:45.661362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f87146b8-03ff-4d4f-8e83-0e5a14d019db · outbound

This paper cites Fastgcn: fast learning with graph convolutional networks via importance sampling,.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Fastgcn: fast learning with graph convolutional networks via importance sampling,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:16:46.051219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3e92087f-825a-4631-88f0-9ad97cdb0023 · outbound

This paper cites Link prediction approach to collaborative filtering,.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Link prediction approach to collaborative filtering,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:16:46.036860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7ad28d03-8859-41ad-8298-caf319996249 · outbound

This paper cites Recommendation algorithm based on link prediction and domain knowledge in retail transactions,.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Recommendation algorithm based on link prediction and domain knowledge in retail transactions,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:16:46.024347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 238ba0fc-8535-4146-9e1a-7cd6b58d22ed · outbound

This paper cites Rankclus: integrating clustering with ranking for heterogeneous information net- work analysis,.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Rankclus: integrating clustering with ranking for heterogeneous information net- work analysis,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:16:46.011006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 119d58b5-0f76-4c0d-979d-b66e55e86b2c · outbound

This paper cites Ranking-based clustering of heterogeneous information networks with star network schema,.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Ranking-based clustering of heterogeneous information networks with star network schema,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:16:45.996937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 89ada90b-6a1e-484d-95f3-e74420317d69 · outbound

This paper cites Pathsim: Meta path- based top-k similarity search in heterogeneous information networks,.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Pathsim: Meta path- based top-k similarity search in heterogeneous information networks,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:16:45.983577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b2c6786a-edaa-4239-b8e5-c92ed9479a90 · outbound

This paper cites Predicting links in multi- relational and heterogeneous networks,.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Predicting links in multi- relational and heterogeneous networks,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:16:45.971068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4aad06a9-d7cf-4e37-8312-babb45440bc3 · outbound

This paper cites Multi-relational link prediction in heterogeneous information networks,.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Multi-relational link prediction in heterogeneous information networks,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:16:45.958757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1d504617-86de-4d05-90e7-715c5a0b09ca · outbound

This paper cites On sampling strategies for neural network-based collaborative filtering,.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation On sampling strategies for neural network-based collaborative filtering,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:16:45.944825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2eab5beb-e374-46de-899c-30eb45a5e70e · outbound

This paper cites Improving pairwise learning for item recommendation from implicit feedback,.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Improving pairwise learning for item recommendation from implicit feedback,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:16:45.929683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b77f8d4d-4a61-4c6e-8158-57012e2cac1f · outbound

This paper cites Optimizing top-n collaborative filtering via dynamic negative item sampling,.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Optimizing top-n collaborative filtering via dynamic negative item sampling,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:16:46.247810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 817361e4-3ab2-47a2-adb8-7dbc83940b26 · outbound

This paper cites Reinforced negative sampling for recommendation with exposure data.,.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Reinforced negative sampling for recommendation with exposure data.,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:16:45.915592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e46a715c-f3d2-4cad-82f8-7605d81a45d8 · outbound

This paper cites Simplify and robustify negative sampling for implicit collaborative filtering,.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Simplify and robustify negative sampling for implicit collaborative filtering,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:16:45.901958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 51043287-0792-48d4-a1ad-8d796c2083c5 · outbound

This paper cites Manifold mixup: Better representations by interpolat- ing hidden states,.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Manifold mixup: Better representations by interpolat- ing hidden states,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:16:45.888182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4c02930b-7fd0-4918-b408-f7493e703d89 · outbound

This paper cites Augmenting Data with Mixup for Sentence Classification: An Empirical Study.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Augmenting Data with Mixup for Sentence Classification: An Empirical Study

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-08T10:16:45.721022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 791c323c-3572-4bb4-ac21-6a3dcb284402 · outbound

This paper cites Global Mixup: Eliminating Ambiguity with Clustering.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Global Mixup: Eliminating Ambiguity with Clustering

Reference 41

Resolution: verified exact; local_arxiv, observed 2026-08-08T10:16:45.789680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3eaa408b-80e2-494e-8ec5-a574ace909cb · outbound

This paper cites GraphMixup: Improving Class-Imbalanced Node Classification on Graphs by Self-supervised Context Prediction.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation GraphMixup: Improving Class-Imbalanced Node Classification on Graphs by Self-supervised Context Prediction

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-08T10:16:45.730723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ae07d5c-b2a1-449a-8fee-02fd141c0348 · outbound

This paper cites ifmixup: Towards intrusion-free graph mixup for graph classification,.

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation ifmixup: Towards intrusion-free graph mixup for graph classification,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:16:45.874607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.