Zhiayao Xie


Zhiyao Xie is currently pursuing a dual PhD degree in Computer Applied Technology at the Faculty of Applied Sciences, Macao Polytechnic University, and in Informatics Engineering at the Department of Informatics Engineering, University of Coimbra. Her research interests include Digital Image Forensics and Evolutionary Algorithms.
🎓 Msc in Computer Information System, 2022
      Macau University of Science and Technology

🎓 BSc in Electronic Information Science and Technology, 2019
      Beijing Normal University in Zhuhai

Latest Publications



A noise-assistant network for tampering detection via inconspicuous feature enhancement and multi-perspective perception


Zhiyao Xie, Xiaochen Yuan, Chan-Tong Lam, Guoheng Huang, Nuno Lourenço

Expert Systems with Applications, vol. 296, 2026, p. 129089




A Two-Phase Scheme by Integration of Deep and Corner Feature for Balanced Copy-Move Forgery Localization


Tong Liu, Xiaochen Yuan, Zhiyao Xie, Kaiqi Zhao, Guoheng Huang, Chi-Man Pun

IEEE Transactions on Industrial Informatics, vol. 21, 2025, pp. 1299-1308




Image Manipulation Localization Using Dual-Shallow Feature Pyramid Fusion and Boundary Contextual Incoherence Enhancement


Yan Xiang, Xiaochen Yuan, Kaiqi Zhao, Tong Liu, Zhiyao Xie, Guoheng Huang, Jianqing Li

IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 9, 2025, pp. 2858-2868




CAMU-Net: Copy-move forgery detection utilizing coordinate attention and multi-scale feature fusion-based up-sampling


Kaiqi Zhao, Xiaochen Yuan, Tong Liu, Yan Xiang, Zhiyao Xie, Guoheng Huang, Li Feng

Expert Systems with Applications, vol. 238, Elsevier, 2024, p. 121918


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