Author

Zhuo-Ran Li

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Aug 2026

HBF Sucks? A Full-Stack Characterization of High-Bandwidth Flash for KV-Centric LLM Serving

HBF sucks as an SSD replacement for transient KV, but earns its place in LLM serving when used selectively with reuse-aware placement, write budgeting, and thermal coordination.

Zhuo-Ran Li, Zhuo-Hang Bian, Xin Huang et al. · 5 citations

#machine learning Preprint Sep 2026

DegreeSpar: Structured Degree Sparsity for Efficient Secure Transformer Inference

DegreeSpar is introduced, which formulates secure Transformer compression as structured sparsification over nonlinear polynomial degrees, establishing structured polynomial degree as an effective shared optimization space for secure Transformer compression.

Yi-Fei Cai, Zhuo-Ran Li, Xiao-Zuo Shen et al. · 0 citations