Implementation of parallel medical ultrasound imaging algorithm on CAPI-enabled FPGA. - Junying Chen; Shunfeng Zhou; Huaqing Min (FPT, 2016)

Parallel Delay-and-Sum Algorithm Implemented on SuperVessel Cloud with High-Performance FPGA. - Junying Chen; Shunfeng Zhou; Huaqing Min (HPCC/SmartCity/DSS, 2016)

Correlation Congruence for Knowledge Distillation. - Baoyun Peng; Xiao Jin; Dongsheng Li 001; Shunfeng Zhou; Yichao Wu; Jiaheng Liu; Zhaoning Zhang 001; Yu Liu 015 (ICCV, 2019)

Context-aware Dynamic Block. - Yingcheng Su; Shunfeng Zhou; Yichao Wu; Xuebo Liu 001; Tian Su; Ding Liang; Junjie Yan (CoRR, 2019)

LAW: Learning to Auto Weight. - Zhenmao Li; Yichao Wu; Ken Chen; Yudong Wu; Shunfeng Zhou; Jiaheng Liu; Junjie Yan (CoRR, 2019)

Learning to Auto Weight: Entirely Data-Driven and Highly Efficient Weighting Framework. - Zhenmao Li; Yichao Wu; Ken Chen; Yudong Wu; Shunfeng Zhou; Jiaheng Liu; Junjie Yan (AAAI, 2020)

Block Proposal Neural Architecture Search. - Jiaheng Liu; Shunfeng Zhou; Yichao Wu; Ken Chen; Wanli Ouyang; Dong Xu 001 (IEEE Trans. Image Process., 2021)

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)

DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model. - DeepSeek-AI; Aixin Liu; Bei Feng; Bin Wang 065; Bingxuan Wang; Bo Liu 039; Chenggang Zhao; Chengqi Deng; Chong Ruan; Damai Dai; Daya Guo; Dejian Yang; 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)

DeepSeek-V3 Technical Report. - DeepSeek-AI; Aixin Liu; Bei Feng; Bing Xue; Bingxuan Wang; Bochao Wu; Chengda Lu; Chenggang Zhao; Chengqi Deng; Chenyu Zhang; Chong Ruan; Damai Dai; et al. (CoRR, 2024)

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning. - DeepSeek-AI; Daya Guo; Dejian Yang; Haowei Zhang; Junxiao Song; Ruoyu Zhang; Runxin Xu; Qihao Zhu; Shirong Ma; Peiyi Wang; Xiao Bi; Xiaokang Zhang; et al. (CoRR, 2025)