Yangyi Huang

The Chinese University of Hong Kong

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Eval Frameworks & Benchmarks (1)Natural Language Processing (1)Training Efficiency & Optimization (1)

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Ruotian Peng (1)Zeju Qiu (1)Jiale Kang (1)Yandong Wen (1)

Papers (1)

May 27, 2026

2w ago·also Max Planck, Westlake

PEFT-Arena: Understanding Parameter-Efficient Finetuning from a Stability-Plasticity Perspective

PEFT methods aren't just about downstream accuracy; they have distinct "stability-plasticity profiles" that reveal how well they retain general capabilities, and most overshoot the optimal balance anyway.

Yangyi Huang, Ruotian Peng, Zeju Qiu +4

Eval Frameworks & Benchmarks Natural Language Processing Training Efficiency & Optimization

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Yangyi Huang

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)