14 citations · 36 across the 11 of their papers we have counts for
4 papers · 1 filter
Achieving Adversarial Robustness via Sparsity
Shufan Wang, Ningyi Liao, Liyao Xiang +2
Network pruning has been known to produce compact models without much accuracy degradation. However, how the pruning process affects a network's robustness and the working mechanis…
On the Fundamental Limits of Coded Caching Systems with Restricted Demand Types
Shuo Shao, Jesús Gómez-Vilardebó, Kai Zhang +1
Caching is a technique to reduce the communication load in peak hours by prefetching contents during off-peak hours. An information-theoretic framework for coded caching was introd…
Infomax Neural Joint Source-Channel Coding via Adversarial Bit Flip
Yuxuan Song, Minkai Xu, Lantao Yu +3
Although Shannon theory states that it is asymptotically optimal to separate the source and channel coding as two independent processes, in many practical communication scenarios t…
Symmetric uncoded caching schemes with low subpacketization levels
Tai Do Duc, Shuo Shao, Chaoping Xing
Caching is a commonly used technique in content-delivery networks which aims to deliver information from hosting servers to users in the most efficient way. In 2014, Maddah-Ali and…