Search Results for author: Linghao Kong

Found 2 papers, 1 papers with code

Sparse Expansion and Neuronal Disentanglement

no code implementations24 May 2024 Shashata Sawmya, Linghao Kong, Ilia Markov, Dan Alistarh, Nir Shavit

We show how to improve the inference efficiency of an LLM by expanding it into a mixture of sparse experts, where each expert is a copy of the original weights, one-shot pruned for a specific cluster of input values.

Defending Adversarial Examples by Negative Correlation Ensemble

1 code implementation11 Jun 2022 Wenjian Luo, Hongwei Zhang, Linghao Kong, Zhijian Chen, Ke Tang

The security issues in DNNs, such as adversarial examples, have attracted much attention.

Adversarial Robustness

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