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Hu Xiaolin胡晓林

Professor

Tsinghua University · Beijing

Department of Computer Science and Technology

Source

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Research areas

Research interests

Advanced Neural Network Applications, Adversarial Robustness in Machine Learning, Domain Adaptation and Few-Shot Learning, Advanced Image and Video Retrieval Techniques, Neural Networks and Applications

Publications

2026 ROS inspection robot weld seam recognition and tracking based on ECA-VGG-UNet network 2026 Dynamic lattice method for elastic wave simulation in 3-D arbitrary anisotropic media 2026 Defending Against Patch-Based and Texture-Based Adversarial Attacks With Spectral Decomposition 2026 Beyond Gradient Inversion: Hidden Subset Sum Problem-Based Input Reconstruction for Federated Learning 2025 A Single Set of Adversarial Clothes Breaks Multiple Defense Methods in the Physical World

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