Xiaoyu Shen

Beyond Single-Dimensional Compression: The Compound Sparsity Frontier of Large Language Models

Chao Han, Haozhe Hu, Xiaoyu Shen

Large language models (LLMs) are often compressed through static parameter pruning or dynamic token-level computation, yet aggressive sparsification can trigger rapid performance degradation beyond an essential sparsity boundary. This work asks \emph{whether combining these two m…Read more