Large Model Compression

代表论文：

1.Wen Fei, Wenrui Dai, Liang Zhang, Luoming Zhang, Chenglin Li, Junni Zou, Hongkai Xiong, “Latent Weight Quantization for Integerized Training of Deep Neural Networks,”  IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025.

2.Li Ding, Wen Fei, Yuyang Huang, Shuangrui Ding, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong, “AMPA: Adaptive Mixed Precision Allocation For Low-Bit Integer Training,” accepted by International Conference on Machine Learning (ICML) , Vienna, Austria, July. 2024.

3.Jin Li, Yaoming Wang, Xiaopeng Zhang, Yabo Chen, Dongsheng Jiang, Wenrui Dai, Chenglin Li, Hongkai Xiong, Qi Tian, “Progressive Compressed Auto-Encoder for Self-supervised Representation Learning,” International Conference on Learning Representations (ICLR), Kigali Rwanda, May 2023.