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Enhancing Trustworthiness of Graph Neural Networks with Rank-Based Conformal Training

Enhancing Trustworthiness of Graph Neural Networks with Rank-Based Conformal Training

Ting Wang
Zhixin Zhou
Rui Luo
ArXiv (abs)PDFHTML

Papers citing "Enhancing Trustworthiness of Graph Neural Networks with Rank-Based Conformal Training"

7 / 7 papers shown
Title
Enhancing Adversarial Robustness with Conformal Prediction: A Framework for Guaranteed Model Reliability
Enhancing Adversarial Robustness with Conformal Prediction: A Framework for Guaranteed Model Reliability
Jie Bao
Chuangyin Dang
Rui Luo
Hanwei Zhang
Zhixin Zhou
AAML
38
1
0
09 Jun 2025
Residual Reweighted Conformal Prediction for Graph Neural Networks
Residual Reweighted Conformal Prediction for Graph Neural Networks
Zheng Zhang
Jie Bao
Zhixin Zhou
Nicolo Colombo
Lixin Cheng
Rui Luo
41
1
0
09 Jun 2025
Conditional Conformal Risk Adaptation
Conditional Conformal Risk Adaptation
Rui Luo
Zhixin Zhou
MedIm
174
2
0
10 Apr 2025
Enhanced Route Planning with Calibrated Uncertainty Set
Lingxuan Tang
Rui Luo
Zhixin Zhou
Nicolo Colombo
205
3
0
13 Mar 2025
Volume-Sorted Prediction Set: Efficient Conformal Prediction for Multi-Target Regression
Rui Luo
Zhixin Zhou
202
5
0
04 Mar 2025
Game-Theoretic Defenses for Robust Conformal Prediction Against Adversarial Attacks in Medical Imaging
Game-Theoretic Defenses for Robust Conformal Prediction Against Adversarial Attacks in Medical Imaging
Rui Luo
Jie Bao
Zhixin Zhou
Chuangyin Dang
MedImAAML
250
7
0
07 Nov 2024
Conformal Risk Minimization with Variance Reduction
Conformal Risk Minimization with Variance Reduction
Sima Noorani
Orlando Romero
Nicolò Dal Fabbro
Hamed Hassani
George Pappas
253
3
0
03 Nov 2024

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