Xiuying Wei

发表

Development of a rapid and specific loop-mediated isothermal amplification detection method that targets Marek's disease virus meq gene.

Chang-jun Liu, Hongyan Chen, Yan Zhao, 2012, Journal of virological methods.

Outlier Suppression: Pushing the Limit of Low-bit Transformer Language Models

Shanghang Zhang, Xianglong Liu, Qi Zhang, 2022, 2209.13325.

Outlier Suppression: Pushing the Limit of Low-bit Transformer Language Models

Shanghang Zhang, Xianglong Liu, Qi Zhang, 2022, Neural Information Processing Systems.

QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quantization

Xianglong Liu, F. Yu, Yuhang Li, 2022, ICLR.

Outlier Suppression+: Accurate quantization of large language models by equivalent and optimal shifting and scaling

Xianglong Liu, Jinyang Guo, Xiuying Wei, 2023, ArXiv.

Outlier Suppression: Pushing the Limit of Low-bit Transformer Language Models

Shanghang Zhang, Xianglong Liu, Qi Zhang, 2022, NeurIPS.

Lossy and Lossless (L$^2$) Post-training Model Size Compression

Xiuying Wei, Ruihao Gong, Jianlei Yang, 2023, 2308.04269.

Exploring the Potential of Flexible 8-bit Format: Design and Algorithm

Xiuying Wei, Yunchen Zhang, Ruihao Gong, 2023, ArXiv.

QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Models

Bohan Zhuang, Xiuying Wei, Jing Liu, 2023, ArXiv.

Outlier Suppression+: Accurate quantization of large language models by equivalent and effective shifting and scaling

Michael W. Mahoney, Steven K. Esser, Prafulla Dhariwal, 2023, EMNLP.

Selective Focus: Investigating Semantics Sensitivity in Post-training Quantization for Lane Detection

Xiuying Wei, Xiangguo Zhang, Yuqing Ma, 2024, AAAI.