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Paper Citation Record · LEDGER

Understanding and Improving Laplacian Positional Encodings For Temporal GNNs

As of 8 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2506.01596.

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

pith.paper-citation-record.v1
2506.01596 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:44:14.250849Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

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measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

44 of 44 outbound references displayed

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External citation measurements

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Outbound references

Observation bf580fa5-3b06-4c6a-a42e-aaee7289f541 · outbound

This paper cites In: Proceedings of the Thirtieth International Joint Conference on Artifical Intelligence (IJCAI) (2021).

Understanding and Improving Laplacian Positional Encodings For Temporal GNNs In: Proceedings of the Thirtieth International Joint Conference on Artifical Intelligence (IJCAI) (2021)

Reference 1

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This paper cites Neural Comput.15(6), 1373–1396 (Jun 2003).

Understanding and Improving Laplacian Positional Encodings For Temporal GNNs Neural Comput.15(6), 1373–1396 (Jun 2003)

Reference 2

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Understanding and Improving Laplacian Positional Encodings For Temporal GNNs Unresolved cited work

Reference 3

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This paper cites In: In- ternational Conference on Learning Representations (2021),https://openreview.

Understanding and Improving Laplacian Positional Encodings For Temporal GNNs In: In- ternational Conference on Learning Representations (2021),https://openreview

Reference 4

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Observation 23d06845-956c-4d7d-b944-c8e896ca3956 · outbound

This paper cites Journal of Machine Learning Research24(43), 1–48 (2023).

Understanding and Improving Laplacian Positional Encodings For Temporal GNNs Journal of Machine Learning Research24(43), 1–48 (2023)

Reference 5

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Observation def3c41a-7026-49c2-b892-50bc57be05ac · outbound

This paper cites In: Proceedings of the 40th International Conference on Machine Learning.

Understanding and Improving Laplacian Positional Encodings For Temporal GNNs In: Proceedings of the 40th International Conference on Machine Learning

Reference 6

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This paper cites In: 2023 IEEE Ninth Multimedia Big Data (BigMM).

Understanding and Improving Laplacian Positional Encodings For Temporal GNNs In: 2023 IEEE Ninth Multimedia Big Data (BigMM)

Reference 7

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Observation a9887ca7-a609-4798-97c3-d6d2d094797a · outbound

This paper cites Fast Graph Representation Learning with PyTorch Geometric.

Understanding and Improving Laplacian Positional Encodings For Temporal GNNs Fast Graph Representation Learning with PyTorch Geometric

Reference 8

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Reference 9

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Understanding and Improving Laplacian Positional Encodings For Temporal GNNs Unresolved cited work

Reference 10

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This paper cites Advances in Neural Information Processing Systems 36, 2056–2073 (2023).

Understanding and Improving Laplacian Positional Encodings For Temporal GNNs Advances in Neural Information Processing Systems 36, 2056–2073 (2023)

Reference 11

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This paper cites In: The Third Learning on Graphs Conference (2024),https://openreview.net/forum? id=ZKHV6Cpsxg.

Understanding and Improving Laplacian Positional Encodings For Temporal GNNs In: The Third Learning on Graphs Conference (2024),https://openreview.net/forum? id=ZKHV6Cpsxg

Reference 12

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Reference 13

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Observation 9fa2b9f0-a3b9-4da4-b4ea-a17f4cf71abf · outbound

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Understanding and Improving Laplacian Positional Encodings For Temporal GNNs In: The Thirty-eighth Annual Con- ference on Neural Information Processing Systems (2024),https://openreview

Reference 14

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Reference 15

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This paper cites Recent implementations, applications, and extensions of the Locally Optimal Block Preconditioned Conjugate Gradient method (LOBPCG).

Understanding and Improving Laplacian Positional Encodings For Temporal GNNs Recent implementations, applications, and extensions of the Locally Optimal Block Preconditioned Conjugate Gradient method (LOBPCG)

Reference 16

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This paper cites KDD2019, 1269–1278 (Aug 2019).

Understanding and Improving Laplacian Positional Encodings For Temporal GNNs KDD2019, 1269–1278 (Aug 2019)

Reference 17

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This paper cites In: The Eleventh International Conference on Learning Representations (2023), https: //openreview.net/forum?id=Q-UHqMorzil.

Understanding and Improving Laplacian Positional Encodings For Temporal GNNs In: The Eleventh International Conference on Learning Representations (2023), https: //openreview.net/forum?id=Q-UHqMorzil

Reference 20

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Understanding and Improving Laplacian Positional Encodings For Temporal GNNs In: Science of Cyber Security, pp

Reference 21

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This paper cites In: NeurIPS 2022 Workshop on Symmetry and Geometry in Neural Representations (2022),https: //openreview.net/forum?id=BNhhZwAlVNC.

Understanding and Improving Laplacian Positional Encodings For Temporal GNNs In: NeurIPS 2022 Workshop on Symmetry and Geometry in Neural Representations (2022),https: //openreview.net/forum?id=BNhhZwAlVNC

Reference 22

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Understanding and Improving Laplacian Positional Encodings For Temporal GNNs Transactions on Machine Learning Research (2024), https: //openreview.net/forum?id=BTgHh0gSSc

Reference 23

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Understanding and Improving Laplacian Positional Encodings For Temporal GNNs In: Proceedings of the AAAI conference on artificial intelli- gence

Reference 24

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Understanding and Improving Laplacian Positional Encodings For Temporal GNNs PyTorch: An Imperative Style, High-Performance Deep Learning Library

Reference 25

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Reference 26

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Understanding and Improving Laplacian Positional Encodings For Temporal GNNs Advances in Neural Infor- mation Processing Systems35 (2022)

Reference 27

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Understanding and Improving Laplacian Positional Encodings For Temporal GNNs In: ICML 2020 Work- shop on Graph Representation Learning (2020) 16 Y

Reference 28

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Understanding and Improving Laplacian Positional Encodings For Temporal GNNs arXiv [physics.soc-ph] (Sep 2019)

Reference 29

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Understanding and Improving Laplacian Positional Encodings For Temporal GNNs net/forum?id=S19eAF9ee

Reference 30

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Understanding and Improving Laplacian Positional Encodings For Temporal GNNs https://doi.org/10.1109/ACCESS.2021.3082932

Reference 31

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Understanding and Improving Laplacian Positional Encodings For Temporal GNNs In: 2022 IEEE International Conference on Big Data (Big Data)

Reference 34

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Source-reported events for the cited work

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Observation 7837648b-39d7-41b1-934f-e3fcf06cecbd · outbound

This paper cites In: International Conference on Learning Representations (2019), https://openreview.net/forum?id=HyePrhR5KX.

Understanding and Improving Laplacian Positional Encodings For Temporal GNNs In: International Conference on Learning Representations (2019), https://openreview.net/forum?id=HyePrhR5KX

Reference 35

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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.

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Observation 08f852dd-2710-4452-afcd-8942bac1903f · outbound

This paper cites Advances in neural information pro- cessing systems 30 (2017).

Understanding and Improving Laplacian Positional Encodings For Temporal GNNs Advances in neural information pro- cessing systems 30 (2017)

Reference 36

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation d85e8924-b02f-48be-ae96-ceff5350cf1a · outbound

This paper cites In: International Con- ference on Learning Representations (2021),https://openreview.net/forum?id= KYPz4YsCPj.

Understanding and Improving Laplacian Positional Encodings For Temporal GNNs In: International Con- ference on Learning Representations (2021),https://openreview.net/forum?id= KYPz4YsCPj

Reference 37

Resolution
verified fuzzy
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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.

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Observation 60ac4d05-88b6-42fc-9451-d947e75527e5 · outbound

This paper cites In: Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining (2025).

Understanding and Improving Laplacian Positional Encodings For Temporal GNNs In: Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining (2025)

Reference 38

Resolution
verified fuzzy
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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.

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Observation 2447091f-df0a-4c2b-b9ac-161a4b315ef0 · outbound

This paper cites In: International Conference on Learning Representations (ICLR) (2020).

Understanding and Improving Laplacian Positional Encodings For Temporal GNNs In: International Conference on Learning Representations (ICLR) (2020)

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:44:14.845242Z

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.

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Observation 522a7bdb-c7c7-41d9-8fe2-7e542a35eb19 · outbound

This paper cites IEEE Access12, 43460–43484 (2024).

Understanding and Improving Laplacian Positional Encodings For Temporal GNNs IEEE Access12, 43460–43484 (2024)

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:44:14.813702Z

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.

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Observation 74248a26-4a11-445d-89ff-af129d932ab5 · outbound

This paper cites In: Pro- ceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining.

Understanding and Improving Laplacian Positional Encodings For Temporal GNNs In: Pro- ceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:44:14.783602Z

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.

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Observation effd5671-c4ae-4422-b6c8-42faf7e51b23 · outbound

This paper cites an unresolved cited work.

Understanding and Improving Laplacian Positional Encodings For Temporal GNNs Unresolved cited work

Reference 42

Resolution
unresolved
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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.

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Observation 9139bbad-985c-446f-8875-6e458e7041ce · outbound

This paper cites Advances in Neural Information Processing Systems 36, 67686–67700 (2023).

Understanding and Improving Laplacian Positional Encodings For Temporal GNNs Advances in Neural Information Processing Systems 36, 67686–67700 (2023)

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:44:14.715070Z

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.

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Observation 12993870-6aac-4c15-a3f0-6cfcca92660e · outbound

This paper cites yes" to a bill. The line’s thickness shows how often one MP supported another with.

Understanding and Improving Laplacian Positional Encodings For Temporal GNNs yes" to a bill. The line’s thickness shows how often one MP supported another with

Reference 44

Resolution
malformed identifier
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Pith citing papers

No inbound Pith citation observations are available.