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Paper Citation Record · LEDGER

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

As of 15 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 2026-08-15T06:32:42.880941+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
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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

Unavailable: canonical work link unavailable.

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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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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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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

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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

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+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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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

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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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

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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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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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

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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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+00:00.

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

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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 2026-08-15T06:32:42.880941+00:00.

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

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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

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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

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

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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

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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 2026-08-15T06:32:42.880941+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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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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.763750Z digest=sha256:3c173757fe184c9a1ca0e61066bb9b6c4c41c1cff1b183eb2d6b54bff6318c52

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.767520Z digest=sha256:6beb39184aa2b20635f2552ab6c212dae1b7f0efca365b9e5099decf78e5fcb3

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.770917Z digest=sha256:585ad4383f284d3d9d9fc2fd67c5e9e7b6e4f86890d1d81bcfcf2913861c389b

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.775718Z digest=sha256:beb092cb687bc27f715e28aa32a864c195dcc7c9de675a5ab6068c49e9ed656c

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.779648Z digest=sha256:95e4d2c290a4781168d0ed4824d37430b38d3aa64cff2b307ffdfc1835aca861

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.787782Z digest=sha256:eba7d4537f2b3e432950136d70538b7e0d1d3fcac13d61b560123b82d1c01cc7

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.792111Z digest=sha256:733599e5baaa2a0747049ad1548292670fdbdd7d5dc5a1fdd3645b8f1d468227

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.796536Z digest=sha256:f836387ec9035b8e799bfdc518b65a9ce77515d4bd95ca68d2d47476e6e371be

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.800586Z digest=sha256:5fa9063d4702f841fad453a2890c871669a62d37daa6f6eb45b159df3ed5240f

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:e598c4135885942b2ef3c1be731c3c2848c997b790fdb4ae45aadbabe9c5387c

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.809877Z digest=sha256:25a51e591b80f6dda88c6a6e0fa0ccf0db3dc8efb05a7638cd45c31394cd5193

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=sha256:8f337a8fce4d3f690532b0ed1d7a3e5d05cbf627dcd3380872df3cf03f401b35

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=sha256:779314ec25a3bde88c5e6ef0c90ecf6a2bea8816627e462cba4ff8ee611f999b

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.823257Z digest=sha256:7f06b8baaff75d677340467247baaa23b1eaa88643ded6181a785da6b97c7e11

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:d146f1a736f29b2c47b602f907d583e176093880d0f6d7dd2fb12fd5c3409ee1

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.832557Z digest=sha256:099bf753789653313a5eb72641c0d26aee8a8463c594248f6bbca83dce9e3785

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=sha256:8a3478d9c7ceb7021c20746e151f8556f2f106722efffd98b470f0051625a2aa

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=sha256:081222703b8019cdbd16572a5a9ae01ca87e35c7dd8c06f16ec1b0e99f52a338

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.846246Z digest=sha256:ed16bbcfa6a1d38a97f1a0c090402b73c8987f8d47d1a5886dc63efcb21e3129

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.850519Z digest=sha256:5b9939cc2b86979c7846044d02ba81baf7c83afd2f8fa982d37a275975a27236

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:f0335bc34fa358a905ca701374bbd371ec06d2c6fad96ebe75b9919be4bf00e4

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.857959Z digest=sha256:38800cb57e8201a389b22ce21757d536b37239884aff136f61e7bf782a41954c

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=sha256:3165fb06a50595f3f4072a3625ccf8a38b64d3a7c20bef15d7c35c12d8a03860

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:b1ec3765fb47296004ceb15edc1b937b28efeddcac5a0ccda84693481f301d37

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=sha256:3cbecd85fd07a550fac2410aacbad7181ce040a1c530960f62047c7bb635a491

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.871125Z digest=sha256:2738e19bee289294a69fdae9cd9ec851669db452fb4ee93eaa9c3ae173f4b092

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.875211Z digest=sha256:e1b8249545b2be3184c7d83bfca09799251f74c3388d84b3a701d8b1492eb204

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.879795Z digest=sha256:0f172134f11b4775f19cd611880f957d72bd277679eb65ed9c110a0d8948cf95

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=sha256:25ccebdbb0c7e3337374e961d8a5429a25dbda2f62d55bd836a3cb8d3d89e0d7

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=sha256:58d598e57d0c3e0709fd66460a9685fc759325e641020e68cecb3fd68df58bb9

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.893003Z digest=sha256:213f05e8121a6fc18a475a664ca3e47427f909017917aa6578670cbc607bf3fe

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:c07f784143192aba8e2791978d30f0bccebc2dace1ba2e4f0f9bc0f26bd58348

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.901745Z digest=sha256:7c2a42d79c1bfde4d0cb2d5faf735aff76a5dfdffafe62b431833c3c52ba6f99

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.906974Z digest=sha256:ab1b7e20dd4664533941717056a1dda00b3752025b91c57ced287694e462ee4c

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.911439Z digest=sha256:10f44e0b28a9dea0b7ce1abc551f3ff58d1817c104441cbb6aa3ed88816ae962

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.915893Z digest=sha256:474be690cd9b87d06417fff42065d388083072c11e20e8a557487be5da201634

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.919800Z digest=sha256:5f81d0dbe3343dc181501d58d1a6835fbbe54b35a2afa3ef88615872f2473e0f

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:b6688f60f4b1480940b0bb15e7ac882f3b88cf544257cf355f8a52ecfab7d543

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.928253Z digest=sha256:9852d00de88725ed8e65e7da9923ddfd086a001df5905347d3851ddcb235535a

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 2026-08-15T06:32:42.880941+00:00.

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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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:41:32.936420Z digest=sha256:9847e2313d240bc34393a798b778a435847d47c388dedd08ca7d40be85e9584a

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 2026-08-15T06:32:42.880941+00:00.

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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.