Xia Du

Computer Science · Physical Sciences

8h-index287citations47works2.82yr avg
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Research Topics

Adversarial Robustness in Machine Learning(10), Advanced Neural Network Applications(5), Anomaly Detection Techniques and Applications(5), Video Surveillance and Tracking Methods(4), Handwritten Text Recognition Techniques(4)

Publications47 total

SIDeR: Semantic Identity Decoupling for Unrestricted Face Privacy
2026Open Access
Conflict-Aware Client Selection for Multi-Server Federated Learning
ArXiv.org·2026Open Access
Conflict-Aware Client Selection for Multi-Server Federated Learning
arXiv (Cornell University)·2026Open Access
DP-TRAE: A Dual-Phase Merging Transferable Reversible Adversarial Example for Image Privacy Protection
2025Open Access
Investigation of Air Foam and Heptafluoropropane Foam Fire Extinguishment for Storage Tanks Containing Low-Boiling-Point Flammable Liquids
Fire·2025· 1 citedOpen Access
A lightweight rice pest detection algorithm based on improved YOLOv8
Scientific Reports·2024· 18 citedOpen Access
Identification of key enzymes in lignocellulose biosynthesis from dynamic observations in maize stalks
The Crop Journal·2024· 4 citedOpen Access
DP-RAE: A Dual-Phase Merging Reversible Adversarial Example for Image Privacy Protection
2024· 4 cited
Mitigating Adversarial Attacks in Object Detection through Conditional Diffusion Models
Mathematics·2024· 4 citedOpen Access
Efficient physical image attacks using adversarial fast autoaugmentation methods
Knowledge-Based Systems·2024· 2 cited
Adaptive unified defense framework for tackling adversarial audio attacks
Artificial Intelligence Review·2024· 6 citedOpen Access
Beyond Visual Appearances: Privacy-sensitive Objects Identification via Hybrid Graph Reasoning
arXiv (Cornell University)·2024Open Access
SHAN: Object-Level Privacy Detection via Inference on Scene Heterogeneous Graph
arXiv (Cornell University)·2024Open Access
Universal detection method for mitigating adversarial text attacks through token loss information
Journal of Image and Graphics·2024Open Access
Pre-training-free Image Manipulation Localization through Non-Mutually Exclusive Contrastive Learning
2023· 40 cited
Pre-training-free Image Manipulation Localization through Non-Mutually Exclusive Contrastive Learning
arXiv (Cornell University)·2023Open Access
HC-GCN: hierarchical contrastive graph convolutional network for unsupervised domain adaptation on person re-identification
Multimedia Systems·2023· 2 cited
Self-information of radicals: A new clue for zero-shot Chinese character recognition
Pattern Recognition·2023· 26 cited
Impacts of high temperature during early capped brood on pupal development and the size of appendages in adult workers Apis cerana
Frontiers in Ecology and Evolution·2023· 8 citedOpen Access
Imaging of pregnancy-related liver diseases
iLiver·2023Open Access
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Frequent Co-authors

Jizhe Zhou(8), Da‐Han Wang(8), Chi‐Man Pun(7), Yun Wu(4), Shunzhi Zhu(3), Zheng Lin(3), Zihan Fang(3), Xiaochen Ma(2), Ahmed Y. Alhammadi(2), Wentao Feng(2), Huayi Yin(2), Shun-Zhi Zhu(2), Chi‐Seng Lam(2), Sai‐Weng Sin(2), Franco Maloberti(2), Man‐Chung Wong(2), U Seng‐Pan(2), Rui P. Martins(2), J.-G. Zhu(2), Shunzhi Zhu(2)