Paper Citation Record · LEDGER

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization

As of 16 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 1 inbound Pith citation observation for arXiv:2412.12218.

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

pith.paper-citation-record.v1
2412.12218 v2

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:03:54.583986Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:26:47.864626Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T21:26:48.714101Z

Reference resolution

41 of 41 outbound references displayed

verified exact1
verified fuzzy26
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3b8ba510-b19a-4bdd-9ddd-92719fb48945 · outbound

This paper cites A survey of graph neural networks for social recommender systems,.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization A survey of graph neural networks for social recommender systems,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:55.600683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8daab348-d99b-4eee-b866-772dd583a27a · outbound

This paper cites Graph repre- sentation learning in bioinformatics: trends, methods and applications,.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Graph repre- sentation learning in bioinformatics: trends, methods and applications,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:55.584851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9ce8cee3-46f5-4b92-872b-d1b1e9c3e791 · outbound

This paper cites Finding Patient Zero: Learning Contagion Source with Graph Neural Networks.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Finding Patient Zero: Learning Contagion Source with Graph Neural Networks

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T15:03:54.365703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24b02890-8bc1-4886-99e2-e27385e1192b · outbound

This paper cites Graph convolutional networks for computational drug development and discovery,.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Graph convolutional networks for computational drug development and discovery,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:55.569602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4c6f03fd-e204-448f-8059-f3ebc352c6d9 · outbound

This paper cites Heterogeneous graph neural networks for malicious account detection,.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Heterogeneous graph neural networks for malicious account detection,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:55.555427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 782d0b15-d1c2-4ea0-b7f8-a3cd0585b120 · outbound

This paper cites Graph neural networks for social recommendation,.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Graph neural networks for social recommendation,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:55.538779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5e03958b-5386-4d60-b6d6-fb25da1508de · outbound

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

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Graph convolutional neural networks for web-scale rec- ommender systems,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:55.521958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d2755339-386a-48f5-9262-945906d800ca · outbound

This paper cites Hygcn: A GCN accelerator with hybrid architecture,.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Hygcn: A GCN accelerator with hybrid architecture,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:55.505004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3f640470-6e8d-453d-a1ec-37ac74d5d78b · outbound

This paper cites Strengthening DeFi Security: A Static Analysis Approach to Flash Loan Vulnerabilities.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Strengthening DeFi Security: A Static Analysis Approach to Flash Loan Vulnerabilities

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T15:03:54.402687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94207255-569b-4d50-afe8-aa7ee491e722 · outbound

This paper cites TC-GNN: Bridging sparse GNN computation and dense tensor cores on GPUs,.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization TC-GNN: Bridging sparse GNN computation and dense tensor cores on GPUs,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:55.488413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 603faef2-d235-45cc-b40a-4a16b863c12d · outbound

This paper cites Graph neural networks in node classification: survey and evaluation,.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Graph neural networks in node classification: survey and evaluation,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:55.472197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b2967e8f-1100-4c1f-8c0d-d5e2405fe175 · outbound

This paper cites Clnode: Curriculum learning for node classification,.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Clnode: Curriculum learning for node classification,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:55.455576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 15ab0ba7-0267-47d8-b085-880f0bfd274e · outbound

This paper cites Hermes: Boosting the Perfor- mance of Machine-Learning-Based Intrusion Detection System through Geometric Feature Learning,.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Hermes: Boosting the Perfor- mance of Machine-Learning-Based Intrusion Detection System through Geometric Feature Learning,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:55.436215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f1399dad-bbf0-4e55-9737-020dd0b86748 · outbound

This paper cites Explicit pairwise factorized graph neural network for semi-supervised node classification,.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Explicit pairwise factorized graph neural network for semi-supervised node classification,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:55.417799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0a824865-508e-4e8f-947b-4a59b182f781 · outbound

This paper cites Link prediction based on graph neural net- works,.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Link prediction based on graph neural net- works,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T15:03:54.446851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0abf3ab3-38e2-4805-8f95-0eddadb0febb · outbound

This paper cites Advanced Machine Learning for Housing Market Analysis: Predicting Property Prices in Washington, D.C.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Advanced Machine Learning for Housing Market Analysis: Predicting Property Prices in Washington, D.C

Reference 16

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T15:03:55.044048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 54fbeb27-f6e6-4a33-8523-44eb8ae1305c · outbound

This paper cites Temporal network embedding for link prediction via V AE joint attention mechanism,.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Temporal network embedding for link prediction via V AE joint attention mechanism,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:55.386900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5d29a3c7-ecb0-403c-94a3-d9a85cc1b3e5 · outbound

This paper cites Hashing-accelerated graph neural networks for link prediction,.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Hashing-accelerated graph neural networks for link prediction,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:55.368466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 897c77ad-9f24-440d-80d7-03665baa89dd · outbound

This paper cites Net: Degree-specific graph neural networks for node and graph classification,.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Net: Degree-specific graph neural networks for node and graph classification,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:55.351208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3bd6e1fc-9bc5-43e4-b033-b14edc7e6e3e · outbound

This paper cites Multi-scale graph classification with shared graph neural network,.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Multi-scale graph classification with shared graph neural network,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:55.334039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4ee02e71-eddc-41bc-a9a6-40f819c76101 · outbound

This paper cites On size-oriented long- tailed graph classification of graph neural networks,.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization On size-oriented long- tailed graph classification of graph neural networks,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:55.313459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 21e4331e-1d5f-4f8a-9569-426fe7b86e8b · outbound

This paper cites Cusparse library,.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Cusparse library,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:55.296686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2f5e710e-d7f0-44dc-afb2-fd28d251eb10 · outbound

This paper cites Algorithm 1000: SuiteSparse: GraphBLAS: Graph algo- rithms in the language of sparse linear algebra,.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Algorithm 1000: SuiteSparse: GraphBLAS: Graph algo- rithms in the language of sparse linear algebra,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:55.281186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 28ee6c1c-b135-48f9-aaf9-4e1b0aadfe7d · outbound

This paper cites High-performance computing on the Intel Xeon Phi,.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization High-performance computing on the Intel Xeon Phi,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:55.264173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 65956072-c6db-4c03-aa12-2ad835332bb9 · outbound

This paper cites Improving GPU throughput through parallel execution using tensor cores and CUDA cores,.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Improving GPU throughput through parallel execution using tensor cores and CUDA cores,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:55.247563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4876fd51-bb4e-4745-ba46-8b79a39e9af0 · outbound

This paper cites Community Structure and Connectivity Analysis in So- cial Networks Using Community Detection Methods.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Community Structure and Connectivity Analysis in So- cial Networks Using Community Detection Methods

Reference 26

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T15:03:54.935308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 25ddde5f-10e4-4aea-ba47-851cb6555582 · outbound

This paper cites Inductive representation learning on large graphs,.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Inductive representation learning on large graphs,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T15:03:54.510138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fccfcbd-ad1a-4acc-a50f-65f157226bc5 · outbound

This paper cites Fast batched matrix multiplication for small sizes using half-precision arithmetic on GPUs,.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Fast batched matrix multiplication for small sizes using half-precision arithmetic on GPUs,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:55.221918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7e55eec6-1c2d-438f-be48-022295c5d856 · outbound

This paper cites Tacker: Tensor-CUDA core kernel fusion for improving the GPU utilization while ensuring QoS,.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Tacker: Tensor-CUDA core kernel fusion for improving the GPU utilization while ensuring QoS,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:55.203510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9417377e-88af-4d96-b58f-bf53e0dd7d0a · outbound

This paper cites Blockchain-Based Secure Vehicle Auction System with Smart Contracts.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Blockchain-Based Secure Vehicle Auction System with Smart Contracts

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-08-11T15:03:54.641638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8c5206ac-7c7f-47d2-8a53-003d5ee581e0 · outbound

This paper cites Ge-spmm: General-purpose sparse matrix-matrix multiplication on GPUs for graph neural networks,.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Ge-spmm: General-purpose sparse matrix-matrix multiplication on GPUs for graph neural networks,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:55.185892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e2593f7c-e508-445e-ba40-39fa31ea8382 · outbound

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

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization PyTorch: An imperative style, high-performance deep learning library,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:55.169298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4d507880-87ef-4e9a-8a4d-1e5244d2f33d · outbound

This paper cites Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph Neural Networks.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph Neural Networks

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T15:03:54.539394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6eb4c3d7-e6f4-477a-8987-25c7c4b5228c · outbound

This paper cites Exploring Universities with NLP: Topic Modeling and Sentiment Analysis Using Wikipedia Data.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Exploring Universities with NLP: Topic Modeling and Sentiment Analysis Using Wikipedia Data

Reference 34

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T15:03:54.813931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cd86da7d-5c26-460f-8c3f-64d4c82849bf · outbound

This paper cites Mitigating Challenges in Ethereum's Proof-of-Stake Consensus: Evaluating the Impact of EigenLayer and Lido.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Mitigating Challenges in Ethereum's Proof-of-Stake Consensus: Evaluating the Impact of EigenLayer and Lido

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T15:03:54.549361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef2361c5-f7e3-43c0-9782-e2a9ed4f3461 · outbound

This paper cites Spectral graph attention network with fast eigen-approximation,.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Spectral graph attention network with fast eigen-approximation,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:03:55.154149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9c4dfccc-fd73-4eaf-bd0a-7f99f2aa3f8b · outbound

This paper cites an unresolved cited work.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:03:55.136603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 06c8c280-8b1a-4669-9273-d5f42b61ed3d · outbound

This paper cites UCBlocker: Unwanted call blocking using anonymous authentication,.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization UCBlocker: Unwanted call blocking using anonymous authentication,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T15:03:54.567275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71925f1b-f290-4bda-9bdf-9ba051f2adce · outbound

This paper cites Aaka: An anti-tracking cellular authentication scheme leveraging anonymous credentials,.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Aaka: An anti-tracking cellular authentication scheme leveraging anonymous credentials,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T15:03:54.572936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8c2dd55-77a1-44ca-818e-5058e491f866 · outbound

This paper cites Comprehensive Survey on Adversarial Examples in Cybersecurity: Impacts, Challenges, and Mitigation Strategies.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization Comprehensive Survey on Adversarial Examples in Cybersecurity: Impacts, Challenges, and Mitigation Strategies

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T15:03:54.577559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b2a51e6-d446-4041-a517-5ad33c005889 · outbound

This paper cites State-of-the-Art Approaches to Enhancing Privacy Preservation of Machine Learning Datasets: A Survey.

Accelerating Sparse Graph Neural Networks with Tensor Core Optimization State-of-the-Art Approaches to Enhancing Privacy Preservation of Machine Learning Datasets: A Survey

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T15:03:54.583986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 5e28feaa-4889-4e1a-aa62-528dc609b92f · inbound

Blockchain-Based Secure Vehicle Auction System with Smart Contracts cites this paper.

Blockchain-Based Secure Vehicle Auction System with Smart Contracts Accelerating Sparse Graph Neural Networks with Tensor Core Optimization

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-10T21:26:48.720361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.