Zongxi Li

City University of Hong Kong

Papers on Lattice

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Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Natural Language Processing (1)Training Efficiency & Optimization (1)

Frequent co-authors

Xianming Li (1)Tsz-fung Andrew Lee (1)Jing Li (1)Haoran Xie (1)Qing Li (1)

Papers (1)

Apr 21, 2026

ShadowPEFT: Shadow Network for Parameter-Efficient Fine-Tuning

Forget distributed weight perturbations: ShadowPEFT's centralized "shadow module" unlocks layer-space adaptation, rivaling LoRA with better transferability and edge deployment potential.

Xianming Li, Zongxi Li, Tsz-fung Andrew Lee +3

Architecture Design (Transformers, SSMs, MoE)Natural Language Processing Training Efficiency & Optimization

Zongxi Li

Research focus

Frequent co-authors

Papers (1)

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Zongxi Li

Research focus

Frequent co-authors

Papers (1)