Paper Citation Record · LEDGER

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores

As of 18 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 2 inbound Pith citation observations for arXiv:2412.11007.

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

pith.paper-citation-record.v1
2412.11007 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:34:27.978806Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:07:36.820969Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T20:11:52.798726Z

Reference resolution

49 of 49 outbound references displayed

verified exact0
verified fuzzy3
unresolved46
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 388e3eb2-400b-4d3a-8b03-745627f4e17e · outbound

This paper cites Tensor Core.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Tensor Core

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:34:28.728479Z

Source-reported events for the cited work

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Observation 12f4c0cf-816c-4762-ad30-a7a87356a956 · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.713184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 855aa020-42d6-4687-a8c9-cb756ed9bab9 · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.697704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2f4553e5-30f6-4f4c-84ab-d9dec8f9f3f2 · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T15:34:27.776824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33918e26-782f-4aed-9f94-982c7d40b645 · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.674030Z

Source-reported events for the cited work

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Observation 154be1a0-16d8-4210-a3d9-cb233e713d72 · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.659304Z

Source-reported events for the cited work

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Observation 2f6c688b-5e6a-4b7a-92a0-538fedb907ea · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.644100Z

Source-reported events for the cited work

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Observation 7593397d-09b7-438f-9778-d7a42602026a · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T15:34:27.796836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 309ff8ed-61b8-4b50-8ec0-245f1f2bedfd · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.616826Z

Source-reported events for the cited work

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Observation fb1dc27c-e7ab-4899-8d35-cde249e2a90f · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.601183Z

Source-reported events for the cited work

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Observation 343fa8ae-a3e1-45c0-bec6-236b1b7c4af6 · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.585367Z

Source-reported events for the cited work

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Observation f79286b7-53eb-4a9d-9113-f206e4465ccd · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.569537Z

Source-reported events for the cited work

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Observation 4a2f6ddc-973d-4635-89f8-1f1d14440871 · outbound

This paper cites Fast Graph Representation Learning with PyTorch Geometric.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Fast Graph Representation Learning with PyTorch Geometric

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T15:34:27.818848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c8e18d3-b5ca-4eb7-bdb3-57f7ab129818 · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.554509Z

Source-reported events for the cited work

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Observation a5b20648-9532-4948-b9f7-756a0952431d · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.539523Z

Source-reported events for the cited work

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Observation e8b03fa3-1825-4298-876e-c71544e596a2 · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.524904Z

Source-reported events for the cited work

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Observation f5ec0926-5791-4111-9e6e-8e43ac7fde93 · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.510456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fe2e76c4-39d6-4f3c-b583-ae5d35da7528 · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.495856Z

Source-reported events for the cited work

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Observation 9979645c-fbad-4347-975a-e5b581d0e8c9 · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.480947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7793eacc-c656-4740-8e96-86d2b6f0ee01 · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.466195Z

Source-reported events for the cited work

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Observation 4750f672-5d0e-4301-9313-97d22d18c23e · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.451641Z

Source-reported events for the cited work

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Observation f046e2b8-3709-4116-a376-210f272f2a66 · outbound

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

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Semi-Supervised Classification with Graph Convolutional Networks

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T15:34:27.857468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03438580-c23d-4cb7-9dca-3a1a877d08b7 · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.436758Z

Source-reported events for the cited work

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Observation 21805794-d27d-4deb-9f12-0a4f9a572cd1 · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.421980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 92ab81dc-5fa5-49d4-83bf-3e6dd1047f08 · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.406753Z

Source-reported events for the cited work

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Observation 850f6a2b-8049-4b92-9fca-e5027451e6e1 · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.393620Z

Source-reported events for the cited work

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Observation 48d28e72-d349-4b6c-adce-0d5c3a2942ae · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.379860Z

Source-reported events for the cited work

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Observation 97a89beb-8171-444d-b8d6-53fd397e7322 · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.365399Z

Source-reported events for the cited work

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Observation 43c8788a-c013-47e7-bddc-e8a5a92c54b1 · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.350104Z

Source-reported events for the cited work

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Observation d09686fb-0c53-4c23-817b-074e1dd0dc85 · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.335594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4e879b49-dc3d-44dc-896b-9c1f586569af · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.320820Z

Source-reported events for the cited work

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Observation 6211bc12-f294-4bd3-943c-cd82f41f69b7 · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.305727Z

Source-reported events for the cited work

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Observation e3441fd4-b59c-4241-a643-f02bc71a7447 · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.291743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3c0b85b9-5245-40c6-8a63-62481bdaf638 · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.278217Z

Source-reported events for the cited work

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Observation 4ec7f9a3-613a-43fd-b801-b42f5d9fa02d · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.263329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 05a0a8db-a1b1-4712-9680-b5d96d42f0d2 · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.248443Z

Source-reported events for the cited work

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Observation 34dbffa9-4f18-4b65-a633-924dc2eb945f · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.232769Z

Source-reported events for the cited work

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Observation e99d38d5-1423-46f5-b216-acb76cfc0884 · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.217252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 38ceab19-fc1a-49fc-8164-e2979f794170 · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.203064Z

Source-reported events for the cited work

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Observation f1927d58-3fab-406c-bc1d-0a2047a2bd13 · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.187607Z

Source-reported events for the cited work

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Observation 01d6d8fa-fa90-494a-a59e-62d9e28dee5a · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.172307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a8c47ada-0346-4477-9877-15e414c0d774 · outbound

This paper cites Graph Attention Networks.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Graph Attention Networks

Reference 42

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Source-reported events for the cited work

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Observation 99dcba07-ed40-41e1-9a16-6e0bd1aa0a63 · outbound

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

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph Neural Networks

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-11T15:34:27.957488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8019a65c-be86-407a-af34-1ec32303637d · outbound

This paper cites 2021.{GNNAdvisor}: An adaptive and efficient runtime system for{GNN} acceleration on{GPUs}.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores 2021.{GNNAdvisor}: An adaptive and efficient runtime system for{GNN} acceleration on{GPUs}

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:34:28.157867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation caa6d490-b528-4e74-9e4b-15cc050580be · outbound

This paper cites 2023.{TC-GNN}: Bridging Sparse{GNN} Computation and Dense Tensor Cores on{GPUs}.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores 2023.{TC-GNN}: Bridging Sparse{GNN} Computation and Dense Tensor Cores on{GPUs}

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:34:28.142489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4176c87c-12c4-40df-afe4-eacd8217ae69 · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.126536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a1baf1f7-7e00-493e-a3ae-24c1e7f7bc20 · outbound

This paper cites an unresolved cited work.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:34:28.110591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2d58d681-eb4c-47b5-b8db-02518fa32f0b · outbound

This paper cites GraphSAINT: Graph Sampling Based Inductive Learning Method.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores GraphSAINT: Graph Sampling Based Inductive Learning Method

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-11T15:34:27.978806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a84c6d5e-7a49-48b6-879d-b565954a36a8 · outbound

This paper cites Attention-based Graph Neural Network for Semi-supervised Learning.

FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Attention-based Graph Neural Network for Semi-supervised Learning

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-11T15:34:27.944305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation aea8cd1c-d001-4ecc-9004-69523ba72181 · inbound

Acc-SpMM: Accelerating General-purpose Sparse Matrix-Matrix Multiplication with GPU Tensor Cores cites this paper.

Acc-SpMM: Accelerating General-purpose Sparse Matrix-Matrix Multiplication with GPU Tensor Cores FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores

Reference 50

Resolution: verified exact; local_arxiv, observed 2026-08-10T20:11:52.805572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 03145871-051b-4794-b051-6b896bfb2556 · inbound

Fused3S: Fast Sparse Attention on Tensor Cores cites this paper.

Fused3S: Fast Sparse Attention on Tensor Cores FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T22:07:36.820969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.