DipSVD: Dual-importance Protected SVD for Efficient LLM Compression. - Xuan Ding; Rui Sun; Yunjian Zhang; Xiu Yan; Yueqi Zhou 001; Kaihao Huang; Suzhong Fu; Chuanlong Xie; Yao Zhu 003 (CoRR, 2025)

Sliding-Window Merging for Compacting Patch-Redundant Layers in LLMs. - Xuan Ding; Rui Sun; Yunjian Zhang; Xiu Yan; Yueqi Zhou 001; Kaihao Huang; Suzhong Fu; Angelica I. Avilés-Rivero; Chuanlong Xie; Yao Zhu 003 (AAAI, 2026)