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Automatic sleep stage classification: A light and efficient deep neural network model based on time, frequency and fractional Fourier transform domain features

Published in Artificial Intelligence in Medicine, 2022

Yuyang You*, Xuyang Zhong*, Guozheng Liu, Zhihong Yang

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Towards Efficient Training and Evaluation of Robust Models against $l_0$ Bounded Adversarial Perturbations

Published in International Conference on Machine Learning (ICML), 2024

Xuyang Zhong, Yixiao Huang, Chen Liu

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TTT-MIM: Test-Time Training with Masked Image Modeling for Denoising Distribution Shifts

Published in European Conference on Computer Vision (ECCV), 2024

Youssef Mansour*, Xuyang Zhong*, Serdar Caglar, Reinhard Heckel

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Towards Mitigating Architecture Overfitting on Distilled Datasets

Published in IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2025

Xuyang Zhong, Chen Liu

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DualOptim: Enhancing Efficacy and Stability in Machine Unlearning with Dual Optimizers

Published in Annual Conference on Neural Information Processing Systems (NeurIPS), 2025

Xuyang Zhong, Haochen Luo, Chen Liu

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Understanding and Improving Fast Adversarial Train-ing against $l_0$ Bounded Perturbations

Published in Annual Conference on Neural Information Processing Systems (NeurIPS), 2025

Xuyang Zhong, Yixiao Huang, Chen Liu

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Sparse-PGD: A Unified Framework for Sparse Adversarial Perturbation Generation

Published in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025

Xuyang Zhong, Chen Liu

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Talk 1 on Relevant Topic in Your Field

Published: March 01, 2012

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Tutorial 1 on Relevant Topic in Your Field

Published: March 01, 2013

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Talk 2 on Relevant Topic in Your Field

Published: February 01, 2014

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Conference Proceeding talk 3 on Relevant Topic in Your Field

Published: March 01, 2014

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Teaching experience 1

Undergraduate course, University 1, Department, 2014

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Teaching experience 2

Workshop, University 1, Department, 2015

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