2 papers
cs.LG2026
LACE-SVD: Loss-Aware SVD with Cumulative Error Correction for LLM Compression
Zhuowen Liu, Longkun Hao, Shiyu Feng +3
The rapid growth in the parameter scale of large language models (LLMs) has created a strong demand for efficient compression techniques. As a hardware-agnostic and highly compatib…
cs.DC2026
Evaluating LLM Coding Agents on SZ-Family Lossy Compression Across Architectures
Changqing Li, Shouwei Gao, Kai Zhao +2
Large language model (LLM) coding agents are increasingly applied to code translation and optimization, yet their effectiveness in performance-critical high-performance computing (…