Zechun Liu

MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning

Zechun Liu, Haoyuan Mu, Xiangyu Zhang et al. · 2019 · 572 citations

Computing, Computer Engineering, Computer Science +12

Single Path One-Shot Neural Architecture Search with Uniform Sampling

Zichao Guo, Xiangyu Zhang, Haoyuan Mu et al. · arXiv (Cornell University) · 2019 · 246 citations · Full text

Computing, Computer Engineering, Computer Science +12

Partial Is Better Than All: Revisiting Fine-tuning Strategy for Few-shot Learning

Zhiqiang Shen, Zechun Liu, Jie Qin et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 147 citations · Full text

Computing, Computer Science, Knowledge Representation +13

Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation

Zechun Liu, Kwang‐Ting Cheng, Dong Huang et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 109 citations

Computing, Computer Engineering, Computer Science +14

LLM-QAT: Data-Free Quantization Aware Training for Large Language Models

Zechun Liu, Barlas Oğuz, Changsheng Zhao et al. · 2024 · 107 citations · Full text

Computing, Computer Science, Computational Linguistics +12