Abstract: High-performance packet classification is essential for a wide range of fundamental network functions, including access control, firewalls, and advanced programmable network applications.

Abstract: In non-intrusive load monitoring (NILM)-based appliance classification, deep learning methods adopting V-I trajectories to capture “electrical fingerprints” struggle to balance accuracy and ...

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The research team defines Protenix as a comprehensive AF3 reproduction. It re-implements the AF3-style diffusion architecture for all-atom complexes and exposes it in a trainable PyTorch codebase.