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Xiatian Zhu

Senior Lecturer

University of Surrey

United Kingdom

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About

Dr. Xiatian Zhu is a Senior Lecturer at the University of Surrey, UK. His research focuses on deep learning applications in cybersecurity, multimodal interaction, and computer vision, with recent articles exploring topics such as DDoS attack detection, autonomous driving, and unsupervised person re-identification. He is actively involved in advancing techniques in domain adaptation and deep visual learning.

Articles (16)

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2025

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2021

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2021

Collaborators (1)

Zhiyong Wang

Associate Professor

University of Sydney

AUSTRALIA

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Xiatian Zhu

Research Interests

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About

Articles (16)

Deep learning techniques for DDoS attack detection: Concepts, analyses, challenges, and future directions

DeepInteraction++: Multi-Modality Interaction for Autonomous Driving

Noise Perception Self-Supervised Learning for Unsupervised Person Re-Identification

Unified Domain Adaptive Semantic Segmentation

Shooting condition insensitive unmanned aerial vehicle object detection

Compressed-SDR to HDR Video Reconstruction

Source-free domain adaptation with Class Prototype Discovery

Multimodal Learning With Transformers: A Survey

Semi-Supervised and Unsupervised Deep Visual Learning: A Survey

Towards Uncovering the Intrinsic Data Structures for Unsupervised Domain Adaptation Using Structurally Regularized Deep Clustering

Few-shot Website Fingerprinting attack with Meta-Bias Learning

Low-resolution human pose estimation

Few-shot website fingerprinting attack

Few-Shot Website Fingerprinting Attack with Data Augmentation

Intra-Camera Supervised Person Re-Identification

Global Aggregation Then Local Distribution for Scene Parsing

Collaborators (1)

Zhiyong Wang

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