1 citations · 1 across the 4 of their papers we have counts for
4 papers
Parameter Competition Balancing for Model Merging
Guodong Du, Junlin Lee, Jing Li +8
While fine-tuning pretrained models has become common practice, these models often underperform outside their specific domains. Recently developed model merging techniques enable t…
Meta-heuristic Optimizer Inspired by the Philosophy of Yi Jing
Yisheng Yang, Sim Kuan Goh, Qing Cai +2
Drawing inspiration from the philosophy of Yi Jing, the Yin-Yang pair optimization (YYPO) algorithm has been shown to achieve competitive performance in single objective optimizati…
Impacts of Darwinian Evolution on Pre-trained Deep Neural Networks
Guodong Du, Runhua Jiang, Senqiao Yang +5
Darwinian evolution of the biological brain is documented through multiple lines of evidence, although the modes of evolutionary changes remain unclear. Drawing inspiration from th…
Evolutionary Neural Architecture Search for 3D Point Cloud Analysis
Yisheng Yang, Guodong Du, Chean Khim Toa +2
Neural architecture search (NAS) automates neural network design by using optimization algorithms to navigate architecture spaces, reducing the burden of manual architecture design…