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Paper Citation Record · LEDGER

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy

As of 21 August 2026, this Paper Citation Record lists 78 of 78 outbound references and 0 inbound Pith citation observations for arXiv:2412.14223.

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

pith.paper-citation-record.v1
2412.14223 v2

Coverage vector

measured 78 of 78 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T12:41:32.944945Z

measured 78 of 78 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

78 of 78 outbound references displayed

  • verified exact4
  • verified fuzzy12
  • unresolved61
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a547a16a-8a81-4e06-9c2b-ee5b6d3403b4 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy , " * write output.state after.block = add.period write newline

Reference 1

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Source-reported events for the cited work

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Observation f4ed853a-bf7f-4655-bc15-9e3a91998349 · outbound

This paper cites write newline.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy write newline

Reference 2

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Source-reported events for the cited work

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Observation 616d7aec-4486-4193-b986-ceae6ca849af · outbound

This paper cites J.; and Kim, M.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy J.; and Kim, M

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation a5b512df-1684-41fb-8388-a0a2b3841355 · outbound

This paper cites Uncertainty Sets for Image Classifiers using Conformal Prediction.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Uncertainty Sets for Image Classifiers using Conformal Prediction

Reference 4

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation f616afd2-dcfd-4ded-997b-0f364b2b0281 · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 5

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 177d0bff-b87d-431f-82c4-750e00c0c8bd · outbound

This paper cites Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 1fe7a749-d296-4107-95c5-6f12a70fbeb2 · outbound

This paper cites W.; et al.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy W.; et al

Reference 7

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation ad71fbda-4fa2-41d7-bf3f-925f5facc87c · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 9

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation a09d4e86-4bda-44af-83f4-8fe3f6bb7d51 · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation ccfc9388-d068-48a8-a202-4cfcd052cd6e · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation f81b5812-c403-4b54-8f6c-e0c607f6c51b · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 12

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation de6bbb25-0025-4ebc-8371-9188a6814635 · outbound

This paper cites V.; and Tiao, L.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy V.; and Tiao, L

Reference 13

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 5a762e89-0a11-4795-b7d9-cc6f8cadd667 · outbound

This paper cites Fast Graph Representation Learning with PyTorch Geometric.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Fast Graph Representation Learning with PyTorch Geometric

Reference 14

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 93589f22-80cf-4e03-a347-7bf8739c8138 · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 15

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Unavailable: canonical work link unavailable.

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Observation ff8a463d-5b51-4a4d-ad82-41a498541a03 · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 16

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 7a4466e1-0a84-4f89-8fe3-f55022157cb5 · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 17

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 53f22739-ae1b-40ce-a541-e320a106cad0 · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 18

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Source-reported events for the cited work

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Observation da8c8964-f222-4dbd-9e7d-f68b58ab1e4f · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 19

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Source-reported events for the cited work

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Observation 7f23d7b8-2726-4d1a-9849-438da4bcfc84 · outbound

This paper cites GraphMAE: Self-Supervised Masked Graph Autoencoders.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy GraphMAE: Self-Supervised Masked Graph Autoencoders

Reference 20

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 3180d9ca-87ff-4786-85ba-f9bb4752c326 · outbound

This paper cites H.-H.; Shen, Y.; and Cremers, D.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy H.-H.; Shen, Y.; and Cremers, D

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 7d7e9dc7-1b0e-4693-a212-5aa395dc48da · outbound

This paper cites H.-H.; Shen, Y.; Tomani, C.; and Cremers, D.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy H.-H.; Shen, Y.; Tomani, C.; and Cremers, D

Reference 22

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 0eccb45f-e842-4c0c-b8dc-4b3aa7d7c8a8 · outbound

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Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 23

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation b0e246ef-2e0a-4ef6-a765-1ea4c5cfd66d · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy 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 2026-08-20T06:33:59.587034+00:00.

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Observation 79722248-afb0-4a3d-ab94-c11cc8e9b594 · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 25

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation aada2119-a5b2-4e9e-94f6-8f026a9203fb · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 26

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Source-reported events for the cited work

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Observation 03edf2e4-8a99-4beb-9ebd-bdb7d206e9c4 · outbound

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

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Semi-Supervised Classification with Graph Convolutional Networks

Reference 27

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 3a90b03e-43bc-44ad-8394-f76a89f0ab8c · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 28

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 96670f4a-21dc-4452-bf53-95937b0b3aff · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 29

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 9ab4fe51-0615-4c9b-ab6a-f49aafa04e1a · outbound

This paper cites B.; Rossi, R.; and Kong, X.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy B.; Rossi, R.; and Kong, X

Reference 30

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 655ef01f-692e-42dd-a66f-1e79ee5c8820 · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 31

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 124aeefe-ce5d-4de1-812b-8dc15abff4ea · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 32

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e7bd857e-d21c-4892-a278-1419921c31d5 · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 33

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation df409520-2808-4dc9-b4a4-b9e442f36204 · outbound

This paper cites Is Homophily a Necessity for Graph Neural Networks?.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Is Homophily a Necessity for Graph Neural Networks?

Reference 34

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 918739c8-4471-44f6-a514-df83363f2dde · outbound

This paper cites J.; Izmailov, P.; Garipov, T.; Vetrov, D.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy J.; Izmailov, P.; Garipov, T.; Vetrov, D

Reference 35

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation df0b17d0-3220-435c-95f7-c38c3bf02452 · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 36

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unresolved
raw_fallback, observed 2026-08-11T12:41:33.593975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.763750Z digest=sha256:34fea1fe39e035a2f4f56ae897879eef20415232112d934c43db35746289ca43

Observation f7b1a3b1-bfea-44c9-b513-375d0a0d69f8 · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:41:33.583034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.767520Z digest=sha256:eb0b24deb7380ebc37060e6bc0544d65c989715256ef5e52326181ea281e8c39

Observation c0824355-f564-4627-a59b-c8210187fc01 · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:41:33.571078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.770917Z digest=sha256:30290a880baa7a6ca3f5ec22d1917efefbfb8d535da0b333ad5099a9f8062bed

Observation dbc5bd6b-cce8-4d34-9897-fce6f956145f · outbound

This paper cites P.; Cooper, G.; and Hauskrecht, M.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy P.; Cooper, G.; and Hauskrecht, M

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:41:33.558519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.775718Z digest=sha256:de0a460bc184907503686262b6ddac81e3f3d550ec1fb1fb7ad2fd2e0018e78f

Observation 18f6db22-0452-4aca-b425-b324e4dd3ef9 · outbound

This paper cites M.; Nguyen, V.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy M.; Nguyen, V

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:41:33.545715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.779648Z digest=sha256:7175952808cd06865953dba149f6a0888c091b16910b679597d532b2eec7a685

Observation 0f2ccdc7-3da6-4e15-ab82-84f12f369179 · outbound

This paper cites W.; Zhang, L.; Jerfel, G.; and Tran, D.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy W.; Zhang, L.; Jerfel, G.; and Tran, D

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:41:33.532950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.787782Z digest=sha256:b70b25d340f508113f687f9e465fdb898e996ec0c3afd3d4d289a14a96528203

Observation 26ff12f6-9bad-440c-b884-fa72f80ee7ec · outbound

This paper cites Bayesian Graph Convolutional Neural Networks Using Non-Parametric Graph Learning.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Bayesian Graph Convolutional Neural Networks Using Non-Parametric Graph Learning

Reference 42

Resolution
verified exact
local_arxiv, observed 2026-08-11T12:41:33.206042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.792111Z digest=sha256:2ddf00f3fc80e914fb270da6a70d12af0a7d22caf0131c773a77820c5e6396ec

Observation 82c7e02b-efc3-4152-a17f-9b67c012e290 · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:41:33.520480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.796536Z digest=sha256:aa25c689dd16f147c490696c9c9ac774b0b9865a5d2f431134721f6678d65cf2

Observation ea464e16-cdc1-4156-90da-4e1c7350f1ea · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:41:33.507454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.800586Z digest=sha256:54cdc35e7964e97c96c523faeb6ab6ab1dec2a4597c7e1d5e15126064f33867b

Observation 1b0d15ff-3b52-4612-b188-238c4e39cfdc · outbound

This paper cites Geom-GCN: Geometric Graph Convolutional Networks.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Geom-GCN: Geometric Graph Convolutional Networks

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-11T12:41:32.805023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:41:32.805023Z digest=sha256:0aa27df503f9271ea2e5a1dd9a67fb2bd185fcba2853ae109b29e0e8cb8edf60

Observation 86491529-c356-4370-a157-22ec700151f0 · outbound

This paper cites Beyond calibration: estimating the grouping loss of modern neural networks.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Beyond calibration: estimating the grouping loss of modern neural networks

Reference 46

Resolution
metadata mismatch
local_arxiv, observed 2026-08-11T12:41:33.176146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.809877Z digest=sha256:70ae4f3786a2d88e3c76511a6ae455ad8dfb693048049597f5c9763c79cdc9b4

Observation 70e5fd0e-df94-4655-bfbb-cc65932ba461 · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-11T12:41:32.814300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:41:32.814300Z digest=sha256:442172a7cb6ec1383733811ffcaed18e838f39ba8562690559873e9fd6e552f2

Observation c84fe616-39d8-40aa-a523-e4a23ac0bcda · outbound

This paper cites In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-11T12:41:32.818399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:41:32.818399Z digest=sha256:98a156bd71b4a1f4054e456752f62c141743d67535b3c8cc71ceab880a96c3eb

Observation c463f26b-bb59-407f-b029-826035038eb4 · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:41:33.487547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.823257Z digest=sha256:6eb3d9e3a4fc098a49771cfbb69f4f85ba5439d8631cd74f159837164346e7ff

Observation 8f2a544c-5488-4065-8642-76af90128f70 · outbound

This paper cites DropEdge: Towards Deep Graph Convolutional Networks on Node Classification.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy DropEdge: Towards Deep Graph Convolutional Networks on Node Classification

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-11T12:41:32.827970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:41:32.827970Z digest=sha256:9c5662845618d930503f9f673cde132fdf861f70449a515183d44af8fb8cd1c0

Observation 07c43b83-f041-4b51-ad8e-53303ef8299a · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:41:33.474609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.832557Z digest=sha256:8dda61ed2a22a49bc766df693ad684aa1f56f11cd61e811149c178596036e51a

Observation e3f32228-2417-4be2-af5a-683a44a685c4 · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-11T12:41:32.837183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:41:32.837183Z digest=sha256:ddb35bf7347a061e3ad5c722dc63efdfe8f5d7054abb6f9776f03739044dbf47

Observation d25381cf-b0fc-4f82-ac22-2f83d88fc6bc · outbound

This paper cites Pitfalls of Graph Neural Network Evaluation.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Pitfalls of Graph Neural Network Evaluation

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-11T12:41:32.841832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:41:32.841832Z digest=sha256:1d75d5fd7d2a5970f715baff9a591d4252354bc85e53e6793e38138cde52f3d4

Observation d40db08a-9192-48ff-a67a-dcc0f42f487d · outbound

This paper cites Select and Calibrate the Low-confidence: Dual-Channel Consistency based Graph Convolutional Networks.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Select and Calibrate the Low-confidence: Dual-Channel Consistency based Graph Convolutional Networks

Reference 54

Resolution
verified exact
local_arxiv, observed 2026-08-11T12:41:33.123716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.846246Z digest=sha256:6ccf731ed7b2b1926dfb81a5f420d6ee8dfd5a5479e257c559100a2a35ed345a

Observation 576de968-ac25-401b-aa3a-9829c4a2c800 · outbound

This paper cites u gner, D.; and G \.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy u gner, D.; and G \

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:41:33.455332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.850519Z digest=sha256:2688f51e280e12e184eb30eae7890e67e9b53e08652cd6fa2b8546dae3c3c91d

Observation 8c34e78b-c06e-49e6-b239-1030b47a9bae · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-11T12:41:32.854534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:41:32.854534Z digest=sha256:73cb7278d6cec4cb47c6eb15c636be9dd30a72b9629ce1a110369a742596dfeb

Observation 566c4d28-08da-440e-8729-27d55025033c · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:41:33.434123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.857959Z digest=sha256:444f10b9cfa1f9c9f2317bee92fbaeedd36393ff978a23db3ce3f6040cc73800

Observation 5fa5e1d9-aef7-40ee-99e1-51d280f2c057 · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-11T12:41:32.861383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:41:32.861383Z digest=sha256:9a3b2f46bf3b4cf57fdaccdee9d647312780cc38f7ca17a98b972163297b24c2

Observation 47b4368c-0bb8-450d-8ae0-6a1c786e88dc · outbound

This paper cites Understanding over-squashing and bottlenecks on graphs via curvature.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Understanding over-squashing and bottlenecks on graphs via curvature

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-11T12:41:32.864415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:41:32.864415Z digest=sha256:932eb87bf10ab32ab260da64d1ed4999753d07c378c9fae778c1d2048d962211

Observation 7d4d608c-6c9a-4014-8289-7dae2f3d4bc1 · outbound

This paper cites Graph Attention Networks.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Graph Attention Networks

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-11T12:41:32.867748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:41:32.867748Z digest=sha256:88835d8f59ef42f84943a62664b35cd86121c24e6a85d4f7cc6438694c04bfd2

Observation fcd0c30c-2457-4638-a1da-6a3365ba7360 · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:41:33.416680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.871125Z digest=sha256:e4ad65c5620c56244a5e67128dec842b97093d832d187e1a6303f89d9c7bc052

Observation a766f6e8-84f1-4c75-89fc-6f52b4e06e96 · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:41:33.404489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.875211Z digest=sha256:d6b63b2b42979f24c5c62e8c2c3ef23f4a26bfc5219cd3451e3380683c91794b

Observation 01b479e7-5e21-48ac-a582-0151052e3f22 · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:41:33.391342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.879795Z digest=sha256:4cb2215646b3a1b398a1064967cf9a6e1d4be808977fb8a975de3d9d2ce72be5

Observation 629099d0-48d5-4340-ab30-b0f9b54e4c9f · outbound

This paper cites BatchEnsemble: An Alternative Approach to Efficient Ensemble and Lifelong Learning.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy BatchEnsemble: An Alternative Approach to Efficient Ensemble and Lifelong Learning

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-11T12:41:32.883770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:41:32.883770Z digest=sha256:6bba51b79659f55b6f3a60a474076c6bfe9cc9339f7f99e277f1bc665bd78478

Observation ace802bc-c594-4c22-bfdc-61121c965ee8 · outbound

This paper cites Energy-based Out-of-Distribution Detection for Graph Neural Networks.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Energy-based Out-of-Distribution Detection for Graph Neural Networks

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-11T12:41:32.888490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:41:32.888490Z digest=sha256:9c1c2c7525411734a9102ad6a83970a3cf6fe1b03527c19b42a56c394de2d0cd

Observation f9c4b31a-cd65-40ee-8d18-3756db5ed368 · outbound

This paper cites Distance-Based Learning from Errors for Confidence Calibration.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Distance-Based Learning from Errors for Confidence Calibration

Reference 66

Resolution
verified exact
local_arxiv, observed 2026-08-11T12:41:33.047648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.893003Z digest=sha256:c0e0cc16a6a5d426014fba2cc85a25edb3247527410206121c15b5b6c162ca6c

Observation d6e880af-5bc8-48d6-85f2-7c6a1fb439fb · outbound

This paper cites How Powerful are Graph Neural Networks?.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy How Powerful are Graph Neural Networks?

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-11T12:41:32.897489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:41:32.897489Z digest=sha256:38b37a37d2d09f4b3f80f131e27178496089590031a4c050971666489dc66841

Observation 052e4634-71c1-4d4d-8e6c-3f24c2e63c30 · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:41:33.378411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.901745Z digest=sha256:f782c338bab03fb4e5a7cbff94bc5ce9867f65845547c71e75397ddf4d130faf

Observation da74dc15-f6ac-4640-a337-75496ff6cf2f · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:41:33.366501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.906974Z digest=sha256:223a7d4edf450b61c9a6ab168b746840633c1f66e1a55aa195534bcd63ad6679

Observation 22851392-a89d-4080-8f10-5b20c02cbb81 · outbound

This paper cites Beyond Probability Partitions: Calibrating Neural Networks with Semantic Aware Grouping.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Beyond Probability Partitions: Calibrating Neural Networks with Semantic Aware Grouping

Reference 70

Resolution
verified exact
local_arxiv, observed 2026-08-11T12:41:33.013445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.911439Z digest=sha256:de27c8c81ddf889cecb53296d51a5d5fa4581294bf51311268cd091bcf9a2830

Observation a0f35d2b-001e-4c27-8f6a-15ba14f20cc4 · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:41:33.354427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.915893Z digest=sha256:70672f17192a66d2dbc34b703d27c454666135cb960f3e32cee13a6fc29d1ce5

Observation a0779221-c797-4a79-8a92-c4354afb775a · outbound

This paper cites H.; Antonelli, S.; and Bojchevski, A.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy H.; Antonelli, S.; and Bojchevski, A

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:41:33.340423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.919800Z digest=sha256:4b0a641e7e8fdf2527c6190539ddd72fb7864aaab2b9924918386dcf492bb229

Observation 2a2a5051-d7d0-47a0-ac55-7f048a69a7ad · outbound

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

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy GraphSAINT: Graph Sampling Based Inductive Learning Method

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-11T12:41:32.923791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:41:32.923791Z digest=sha256:25b001350c6c00a4137184fc9f900f10766dd45822194ad8099a22f6a0fe65f8

Observation 7ab44a5d-a8b7-48f9-85e5-044d67790bf5 · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:41:33.327779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.928253Z digest=sha256:c383183b720d34fe73d2019ab4aaf5c09690199b4280e0a9f6714441a92fb944

Observation 7e62a057-5876-445f-8382-afc27f714966 · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:41:33.314961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.932163Z digest=sha256:b4d74732c421fb6a28e40fb080db6e098063de520fe67910eff8828bd30b6713

Observation 686f711e-2293-4baf-a182-6e258624d87c · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:41:33.301504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.936420Z digest=sha256:3262f4d4fa6a2c862818eb7ed7e67010abbfcc66a9634ec7b7c7fc76a95a1e46

Observation 1bd9cfba-03bd-4706-9d1c-ef6fdcdda2ff · outbound

This paper cites an unresolved cited work.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:41:33.289147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.940747Z digest=sha256:314b42c3767d12396b22d118d3e2d541ae01beac2c46e417fdf524bcf9425a05

Observation 6675611d-90da-4809-89ae-4b8fe13e9875 · outbound

This paper cites GETS: Ensemble Temperature Scaling for Calibration in Graph Neural Networks.

Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy GETS: Ensemble Temperature Scaling for Calibration in Graph Neural Networks

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-11T12:41:32.944945Z

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.