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Author

Tianqing Zhu

2 papers indexed here

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Open access 2026

Quantum-KIP: Kernel Inducing Points for Quantum Privacy

We introduce Quantum-KIP, a method that compresses a training set into a small set of kernel inducing points with soft labels. It uses a quantum feature map to compute state-fidelity overlaps and relies only on forward evaluations, avoiding backpropagation through quantum circuits. We provide a compression-induced stab...

Baobao Song, Shiva Raj Pokhrel, Athanasios V. Vasilakos et al. · 0 citations
Aug 2026

Introduction to the Special Issue on Large Action Models (LAMs): Theory, Implementation, and Applications

Five contributions addressing key challenges in LAM research are brought together, including safety and robustness against jailbreak and adversarial attacks, semantic-perceptual integration for robotic manipulation, efficient deployment on edge devices, and natural-language-driven decision-making for networked systems.

M. Gabbouj, Jin Li, Xin Lin et al. · 0 citations

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