Effective Quantization Methods for Recurrent Neural Networks. - Qinyao He; He Wen; Shuchang Zhou 001; Yuxin Wu; Cong Yao; Xinyu Zhou 004; Yuheng Zou (CoRR, 2016)

DoReFa-Net: Training Low Bitwidth Convolutional Neural Networks with Low Bitwidth Gradients. - Shuchang Zhou 001; Zekun Ni; Xinyu Zhou 004; He Wen; Yuxin Wu; Yuheng Zou (CoRR, 2016)

Balanced Quantization: An Effective and Efficient Approach to Quantized Neural Networks. - Shuchang Zhou 001; Yuzhi Wang; He Wen; Qinyao He; Yuheng Zou (J. Comput. Sci. Technol., 2017)

Fire-Flyer AI-HPC: A Cost-Effective Software-Hardware Co-Design for Deep Learning. - Wei An; Xiao Bi; Guanting Chen 002; Shanhuang Chen; Chengqi Deng; Honghui Ding; Kai Dong 003; Qiushi Du; Wenjun Gao; Kang Guan; Jianzhong Guo; Yongqiang Guo; et al. (SC, 2024)

DeepSeek LLM: Scaling Open-Source Language Models with Longtermism. - Xiao Bi; Deli Chen; Guanting Chen 002; Shanhuang Chen; Damai Dai; Chengqi Deng; Honghui Ding; Kai Dong 003; Qiushi Du; Zhe Fu; Huazuo Gao; Kaige Gao; et al. (CoRR, 2024)

Fire-Flyer AI-HPC: A Cost-Effective Software-Hardware Co-Design for Deep Learning. - Wei An; Xiao Bi; Guanting Chen 002; Shanhuang Chen; Chengqi Deng; Honghui Ding; Kai Dong 003; Qiushi Du; Wenjun Gao; Kang Guan; Jianzhong Guo; Yongqiang Guo; et al. (CoRR, 2024)