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Perley Xu

Academic, Lecturer (Teaching and Research)

University of Dundee

United Kingdom

Research Interests

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Articles (8)

Year:

2025

Year:

2024

Year:

2024

Year:

2023

Year:

2023

Year:

2023

Year:

2023

Year:

2023

Collaborators (3)

Dengyu Wu

King's College London

UNITED KINGDOM

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Wenjie Ruan

Senior Lecturer in Data Science

University of Exeter

UNITED KINGDOM

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Changshun WU

Université Grenoble Alpes

FRANCE

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Perley Xu

Research Interests

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Articles (8)

Verification on out-of-distribution detectors under natural perturbations

Nrat: towards adversarial training with inherent label noise

A survey of safety and trustworthiness of large language models through the lens of verification and validation

Quantifying safety risks of deep neural networks

Reachability Analysis of Neural Network Control Systems

Towards Verifying the Geometric Robustness of Large-Scale Neural Networks

Model-Agnostic Reachability Analysis on Deep Neural Networks

Sora: Scalable Black-Box Reachability Analyser on Neural Networks

Collaborators (3)

Dengyu Wu

Wenjie Ruan

Changshun WU

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