Zhou, Yefan

6 publications

ICLRW 2025 A Model Zoo on Phase Transitions in Neural Networks Konstantin Schürholt, Léo Meynent, Yefan Zhou, Yaoqing Yang, Damian Borth

NeurIPS 2024 AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved Layer-Wise Pruning of Large Language Models Haiquan Lu, Yefan Zhou, Shiwei Liu, Zhangyang Wang, Michael W. Mahoney, Yaoqing Yang

ICML 2024 MD Tree: A Model-Diagnostic Tree Grown on Loss Landscape Yefan Zhou, Jianlong Chen, Qinxue Cao, Konstantin Schürholt, Yaoqing Yang

NeurIPS 2024 Sharpness-Diversity Tradeoff: Improving Flat Ensembles with SharpBalance Haiquan Lu, Xiaotian Liu, Yefan Zhou, Qunli Li, Kurt Keutzer, Michael W. Mahoney, Yujun Yan, Huanrui Yang, Yaoqing Yang

ICML 2023 A Three-Regime Model of Network Pruning Yefan Zhou, Yaoqing Yang, Arin Chang, Michael W. Mahoney

NeurIPS 2023 Temperature Balancing, Layer-Wise Weight Analysis, and Neural Network Training Yefan Zhou, Tianyu Pang, Keqin Liu, Charles Martin, Michael W. Mahoney, Yaoqing Yang