Paper Citation Record · LEDGER

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling

As of 7 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 1 inbound Pith citation observation for arXiv:2506.23782.

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

pith.paper-citation-record.v1
2506.23782 v2

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

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measured 55 of 55 standing notices

One-hop event checks from named stored sources.

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measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-14T09:09:45.167581Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

54 of 54 outbound references displayed

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verified fuzzy28
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6c0d1c87-1de0-4133-8151-7d818683a8bf · outbound

This paper cites Geometric multimodal deep learning with multiscaled graph wavelet convolutional network.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Geometric multimodal deep learning with multiscaled graph wavelet convolutional network

Reference 1

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Observation 89c40efa-0066-4411-b45a-b959ce2d2a59 · outbound

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

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking

Reference 2

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Observation fb47dd54-c04b-4c24-9541-8472b135d519 · outbound

This paper cites Bruce, D.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Bruce, D

Reference 3

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Observation 5c8a09d1-3b78-4a8b-a608-48a8c187399f · outbound

This paper cites Graph wavelets for spatial traffic analysis.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Graph wavelets for spatial traffic analysis

Reference 4

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Observation 5ed1ff25-1f57-427f-bb79-a58a12b20105 · outbound

This paper cites The laplacian spectrum of a graph.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling The laplacian spectrum of a graph

Reference 5

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Observation b4fda426-0836-4565-88d0-31cac35d4811 · outbound

This paper cites Sea-gwnn: Simple and effective adaptive graph wavelet neural network.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Sea-gwnn: Simple and effective adaptive graph wavelet neural network

Reference 6

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Observation 3c580da2-214f-436e-8d86-a5881f9eb3ad · outbound

This paper cites Learning structural node embeddings via diffusion wavelets.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Learning structural node embeddings via diffusion wavelets

Reference 7

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Observation c7b476e6-176b-433d-a447-6f3d9f4e3ae4 · outbound

This paper cites Graph Neural Networks for Social Recommendation.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Graph Neural Networks for Social Recommendation

Reference 8

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Observation e4c05ece-73f5-467e-8f2b-b555be738f7e · outbound

This paper cites Dropout as a bayesian approximation: Representing model uncertainty in deep learning.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Dropout as a bayesian approximation: Representing model uncertainty in deep learning

Reference 9

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Observation d3cc7ccb-de46-4805-86d6-9441f76b8978 · outbound

This paper cites Medical- knowledge-based graph neural network for medication combination prediction.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Medical- knowledge-based graph neural network for medication combination prediction

Reference 10

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Observation 70e51a88-c384-407c-8a6b-4d10239ce75e · outbound

This paper cites Citeseer: An automatic citation indexing system.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Citeseer: An automatic citation indexing system

Reference 11

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Observation be90faa9-981e-4e51-ae8c-d2d58b2b9614 · outbound

This paper cites Simple GNN Regularisation for 3D Molecular Property Prediction & Beyond.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Simple GNN Regularisation for 3D Molecular Property Prediction & Beyond

Reference 12

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Observation 88480746-d976-4ec3-81c6-0368bb2e06b7 · outbound

This paper cites On Calibration of Modern Neural Networks.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling On Calibration of Modern Neural Networks

Reference 13

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This paper cites Inductive representation learning on large graphs.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Inductive representation learning on large graphs

Reference 14

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Observation 1f2a4f7c-83eb-431a-8b6b-a6e0285f7622 · outbound

This paper cites Wavelets on graphs via spectral graph theory.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Wavelets on graphs via spectral graph theory

Reference 15

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Observation 7a8d0a35-fe97-41bc-a579-26a4c33e2527 · outbound

This paper cites What makes graph neural networks miscalibrated? Advances in Neural Information Processing Systems, 35: 13775–13786, 2022.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling What makes graph neural networks miscalibrated? Advances in Neural Information Processing Systems, 35: 13775–13786, 2022

Reference 16

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Observation a823fda6-7618-4562-ac4c-64479bbc4b86 · outbound

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

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Semi-Supervised Classification with Graph Convolutional Networks

Reference 17

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Observation 07747987-8723-46d0-a16a-b48d8deaa3e6 · outbound

This paper cites Beta calibration: a well-founded and easily implemented improvement on logistic calibration for binary classifiers.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Beta calibration: a well-founded and easily implemented improvement on logistic calibration for binary classifiers

Reference 18

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Observation 8ce6c377-66df-4dbf-b256-9680ad357f89 · outbound

This paper cites On calibration of graph neural networks for node classification.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling On calibration of graph neural networks for node classification

Reference 19

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Observation bec32b1b-6a2f-4339-9219-b05e68d1e307 · outbound

This paper cites A weighted patient network-based framework for predicting chronic diseases using graph neural networks.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling A weighted patient network-based framework for predicting chronic diseases using graph neural networks

Reference 20

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This paper cites Cross-links matter for link prediction: Rethinking the debiased gnn from a data perspective.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Cross-links matter for link prediction: Rethinking the debiased gnn from a data perspective

Reference 21

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Observation 03e5ef39-e0de-4276-9517-fedd2f784423 · outbound

This paper cites Bayesian neural networks and density networks.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Bayesian neural networks and density networks

Reference 22

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This paper cites Automating the construction of internet portals with machine learning.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Automating the construction of internet portals with machine learning

Reference 23

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This paper cites Bird, Diego R.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Bird, Diego R

Reference 24

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WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Resnikoff and Raymond O

Reference 25

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Observation 65982759-015f-4a45-80fb-dd8a00c4cfc7 · outbound

This paper cites Conformalized quantile regression.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Conformalized quantile regression

Reference 26

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WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Collective classification in network data

Reference 27

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This paper cites A graph neural network (gnn)-based approach for real-time estimation of traffic speed in sustainable smart cities.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling A graph neural network (gnn)-based approach for real-time estimation of traffic speed in sustainable smart cities

Reference 28

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This paper cites Pitfalls of graph neural network evaluation.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Pitfalls of graph neural network evaluation

Reference 29

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Observation 81b6249e-2837-44b5-8b00-bd7ed997fe61 · outbound

This paper cites Calibrate graph neural networks under out-of-distribution nodes via deep q-learning.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Calibrate graph neural networks under out-of-distribution nodes via deep q-learning

Reference 30

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This paper cites The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains

Reference 31

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WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Bayesian optimization with robust bayesian neural networks

Reference 32

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This paper cites Generalized equivariance and preferential labeling for gnn node classification.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Generalized equivariance and preferential labeling for gnn node classification

Reference 33

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Observation 1f915b3c-fa3c-44ea-bc02-5d790ae4ec85 · outbound

This paper cites The lifting scheme: A construction of second generation wavelets.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling The lifting scheme: A construction of second generation wavelets

Reference 34

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Observation 452a44ab-678d-40d4-a42f-728552483ebc · outbound

This paper cites Simcalib: Graph neural network calibration based on similarity between nodes.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Simcalib: Graph neural network calibration based on similarity between nodes

Reference 35

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This paper cites Feature clipping for uncertainty calibration.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Feature clipping for uncertainty calibration

Reference 36

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WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Conformal prediction under covariate shift

Reference 37

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This paper cites Graph wavelets for multiscale community mining.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Graph wavelets for multiscale community mining

Reference 38

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WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Graph Attention Networks

Reference 39

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This paper cites Gcl: Graph calibration loss for trustworthy graph neural network.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Gcl: Graph calibration loss for trustworthy graph neural network

Reference 40

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Observation 38e8abba-990a-4596-bd4a-e977c2109f7e · outbound

This paper cites Be confident! towards trustworthy graph neural networks via confidence calibration.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Be confident! towards trustworthy graph neural networks via confidence calibration

Reference 41

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Observation 6fc8db16-e62e-46a1-8225-89bb34dfe2fe · outbound

This paper cites Mitigating overconfidence in large language models: A behavioral lens on confidence estimation and calibration.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Mitigating overconfidence in large language models: A behavioral lens on confidence estimation and calibration

Reference 42

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WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Graph Wavelet Neural Network

Reference 43

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WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Cali- brating graph neural networks from a data-centric perspective

Reference 44

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Observation 835499c2-6f3b-4d5b-abf6-6bcc6e4fc941 · outbound

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WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Balanced confidence calibration for graph neural networks

Reference 45

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Observation 16e23c8d-8448-4f2e-8d2f-92060bae6029 · outbound

This paper cites Learning and making decisions when costs and probabili- ties are both unknown.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Learning and making decisions when costs and probabili- ties are both unknown

Reference 46

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Observation ebddcc46-5b2f-415c-8be3-e9d0beb84967 · outbound

This paper cites Transforming classifier scores into accurate multiclass probability estimates.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Transforming classifier scores into accurate multiclass probability estimates

Reference 47

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Observation 7c7154bf-a1e1-475b-bd8c-cfbff309d5f9 · outbound

This paper cites Mix-n-match: Ensemble and compositional methods for uncertainty calibration in deep learning.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Mix-n-match: Ensemble and compositional methods for uncertainty calibration in deep learning

Reference 48

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Observation ad06ec8e-5eed-4194-88ae-872abf2b000a · outbound

This paper cites Link prediction based on graph neural networks.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Link prediction based on graph neural networks

Reference 49

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Observation 58880927-8a85-4d7c-be5a-61ad0adb2f7f · outbound

This paper cites Motif-based graph self-supervised learning for molecular property prediction.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Motif-based graph self-supervised learning for molecular property prediction

Reference 50

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Observation add67b6a-cbd7-4527-8693-3bfcb653b740 · outbound

This paper cites Graphsmote: Imbalanced node classification on graphs with graph neural networks.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling Graphsmote: Imbalanced node classification on graphs with graph neural networks

Reference 51

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This paper cites How Framelets Enhance Graph Neural Networks.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling How Framelets Enhance Graph Neural Networks

Reference 52

Resolution: verified exact; local_arxiv, observed 2026-08-06T21:37:21.227085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2dd2e049-429b-49e0-a6ee-e3bcdb391392 · outbound

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

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling GETS: Ensemble Temperature Scaling for Calibration in Graph Neural Networks

Reference 53

Resolution: malformed identifier; local_arxiv, observed 2026-08-06T21:37:21.201515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3021005e-6f4b-4f49-8d72-0055b40d2477 · outbound

This paper cites URL https://ojs.aaai.org/index.php/AAAI/ article/view/34297.

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling URL https://ojs.aaai.org/index.php/AAAI/ article/view/34297

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T21:37:20.903033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation eddbec38-f168-414f-bea5-46c7450bb20c · inbound

When does distribution shift break graph neural networks calibration? cites this paper.

When does distribution shift break graph neural networks calibration? WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-14T09:09:45.167581Z

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