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Peng Ye

Artificial Intelligence Laboratory, The Chinese University of Hong Kong

Papers on Lattice

1

Total citations

0

Topics

3

Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Inference & Quantization (1)Training Efficiency & Optimization (1)

Frequent co-authors

Minglei Li (1)Haonan He (1)Jingqi Ye (1)Qingyu Yang (1)Tao Chen (1)

Papers (1)

Oct 19, 2026

1d ago·also Artificial Intelligence Laboratory, CUHK, KTH, Shanghai Innovation +1

An Empirical Study of Parameter-Efficient Fine-Tuning for Mixture-of-Experts LLMs

Adapting MoE experts directly, not through bypass adapters, unlocks the best downstream performance with minimal general capability loss.

Minglei Li, Peng Ye, Haonan He +3

Architecture Design (Transformers, SSMs, MoE)Inference & Quantization Training Efficiency & Optimization