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cs.LG2025
Wormhole Dynamics in Deep Neural Networks
Yen-Lung Lai, Zhe Jin
This work investigates the generalization behavior of deep neural networks (DNNs), focusing on the phenomenon of "fooling examples," where DNNs confidently classify inputs that app…
cs.LG2023
On the Computational Entanglement of Distant Features in Adversarial Machine Learning
YenLung Lai, Xingbo Dong, Zhe Jin
In this research, we introduce the concept of "computational entanglement," a phenomenon observed in overparameterized feedforward linear networks that enables the network to achie…