Paper Citation Record · LEDGER

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching

As of 16 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 1 inbound Pith citation observation for arXiv:2504.18082.

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

pith.paper-citation-record.v1
2504.18082 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:29:29.704241Z

measured 53 of 53 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 2026-08-06T23:48:20.579706Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T23:48:35.603521Z

Reference resolution

52 of 52 outbound references displayed

verified exact0
verified fuzzy7
unresolved45
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 87870d22-bf98-4733-923d-b3d2d27523ba · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:29:30.562075Z

Source-reported events for the cited work

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Observation 991cfbf5-34bb-4fbe-aba2-b2d17d358a4b · outbound

This paper cites DGL DataLoader API.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching DGL DataLoader API

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:29:30.548578Z

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 c050c0e0-042f-4244-9d1c-444bb3062d2b · outbound

This paper cites NVIDIA Merlin GPU Embedding Cache.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching NVIDIA Merlin GPU Embedding Cache

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:29:30.534735Z

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 116a8a8a-5112-446d-97c1-dd4db9d7f2af · outbound

This paper cites RedditDataset-DGL.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching RedditDataset-DGL

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:29:30.521343Z

Source-reported events for the cited work

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Observation ef0d2741-7ade-4247-be4b-16c265b61b3a · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:29:30.507572Z

Source-reported events for the cited work

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Observation 4b3888f6-4b21-4853-8bb9-54de12cd2cce · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:29:30.494247Z

Source-reported events for the cited work

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Observation a998594c-6b5a-4c21-8a2c-e6cfdfe76761 · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:29:30.480572Z

Source-reported events for the cited work

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Observation 9374a9d2-ac28-4094-ac40-805905e46d3a · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T10:29:29.520436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd3b0c7e-6840-4022-80a4-ad6e60f1275c · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:29:30.449701Z

Source-reported events for the cited work

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Observation d2603f89-afdc-4fc9-94cc-8612b607362c · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:29:30.434483Z

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 91ef680e-6b1d-401b-8014-9c2dbdd244f9 · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:29:30.419239Z

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 1ae93f09-55da-4269-aa37-f91a693746b4 · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:29:30.405177Z

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 bae0b164-0519-415e-bcc5-3d6ae702fba6 · outbound

This paper cites FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 973fd52d-9480-489f-808d-11dcdc9b5558 · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 14

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c477b408-afb1-48dd-b146-2cd529a47cd1 · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:29:30.381618Z

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 e5e6af63-38df-45d5-91ef-def36893ad3f · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:29:30.366870Z

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

Observation ac4bd2b3-1721-4686-a5b3-094f85dd001e · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:29:30.351969Z

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 2e93bfea-3552-4f4e-93eb-3b0cbd6ba455 · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 18

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Source-reported events for the cited work

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Observation a98eff80-6bf0-48ea-b8b5-935139593bd8 · outbound

This paper cites Fast Graph Representation Learning with PyTorch Geometric.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Fast Graph Representation Learning with PyTorch Geometric

Reference 19

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33728cf6-b96c-4cd8-86ef-342be6d8e62d · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:29:30.322563Z

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 dceb0f98-c00d-43d9-8a82-a3020aa233a3 · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 21

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Source-reported events for the cited work

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Observation 43c0e073-e738-45c2-b290-66025ce82438 · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 22

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Source-reported events for the cited work

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Observation 5238787d-efd5-4daf-9ab5-5f16566ad19f · outbound

This paper cites Gürbüzbalaban, A.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Gürbüzbalaban, A

Reference 23

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Source-reported events for the cited work

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Observation 4a1951ad-699b-4abe-9086-42d0a866cfea · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 24

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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 1e73255a-b7e3-4efa-bbcb-a4f83c1ce9d3 · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 25

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8249901f-28ca-41ca-b6eb-0e8555f8ab09 · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 26

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Source-reported events for the cited work

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Observation 05d84c9f-d29f-4c02-a09e-050e782fb9b5 · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 27

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Observation c4fcdf51-2c0d-48c9-9261-322e6aba4edc · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 28

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Source-reported events for the cited work

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Observation 402c1e08-b450-4836-8399-23bfdca8cf67 · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 29

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Observation 93feed57-3a8a-441d-988b-e95d1b5984b2 · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 30

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Source-reported events for the cited work

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Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Semi-Supervised Classification with Graph Convolutional Networks

Reference 31

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 32

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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 f34e41cb-b646-4617-977e-2bdd454f2035 · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:29:30.180785Z

Source-reported events for the cited work

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Observation 6278b6e0-bea8-4bf4-926c-a5c083919202 · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:29:30.166131Z

Source-reported events for the cited work

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Observation 8331390d-fd01-4d88-822a-d63e6d335837 · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 35

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Source-reported events for the cited work

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Observation caeee681-a4b7-4627-8c6d-938aa36397f4 · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 36

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Observation 3ce5e6d5-9e86-4b2e-bc2d-f5447e29b5f6 · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 37

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Source-reported events for the cited work

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Observation 0c22e40d-a3ad-4ae2-bf43-7dcba11ddb34 · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

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Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

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Unavailable: canonical work link unavailable.

Observation 402aac04-26b9-4a50-9ea8-55d1c9173f0f · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 40

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Observation 8fdb018a-5f2d-4ced-ab49-3010ef3d68e1 · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 41

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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 10a9bda9-397e-4b8b-b99a-67e39e0403f6 · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 42

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Source-reported events for the cited work

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Observation 1874efb8-e567-4581-908d-7ac30b9b9c60 · outbound

This paper cites Graph Attention Networks.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Graph Attention Networks

Reference 43

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Source-reported events for the cited work

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

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph Neural Networks

Reference 44

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Source-reported events for the cited work

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Observation 7a149038-d33e-4444-991a-f7890eb17019 · outbound

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

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching 2021.{GNNAdvisor}: An adaptive and efficient runtime system for{GNN} acceleration on{GPUs}

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:29:30.048289Z

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 ee9fe729-c379-415a-b2ba-acd349185c21 · outbound

This paper cites an unresolved cited work.

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Reference 46

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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 bbc1d6cc-f777-4187-9bf4-ac116caeffb3 · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 47

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Source-reported events for the cited work

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Observation 4c2ea9ce-b392-4921-a2ff-d2d050d5d670 · outbound

This paper cites an unresolved cited work.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 48

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Source-reported events for the cited work

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Observation 8621ad77-7726-492e-a306-745d9ddb2b1e · outbound

This paper cites Zhang, V.

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Zhang, V

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:29:29.982746Z

Source-reported events for the cited work

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Observation 5a3b76b8-5244-4a08-8a82-54c20c804a5f · outbound

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Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:29:29.950788Z

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 f035fa6e-8a85-40e4-8271-8d64032dee74 · outbound

This paper cites In International Conference on Big Data (Big Data).

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching In International Conference on Big Data (Big Data)

Reference 2017

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:29:29.966674Z

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 cf89cd0c-d231-4ef8-aade-12e8a9a5f6c4 · outbound

This paper cites In 2023 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS).

Efficient GNN Training Through Structure-Aware Randomized Mini-Batching In 2023 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS)

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:29:30.464908Z

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.

Pith citing papers

Observation 43f1da00-ebe2-4a5e-afac-29718850a658 · inbound

Geometric deep learning assists protein engineering. Opportunities and Challenges cites this paper.

Geometric deep learning assists protein engineering. Opportunities and Challenges Efficient GNN Training Through Structure-Aware Randomized Mini-Batching

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-06T23:48:35.640130Z

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.