Shunfeng Zhou
- DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning
DeepSeek-R1 shows an LLM can learn strong step-by-step reasoning from pure reinforcement learning, with no human-labeled reasoning examples.
2025/01/22 by DeepSeek-AI, Daya Guo, Guo, Daya +404 · 93 voices · 2733 citations
Computer Science · #Reinforcement Learning in Robotics #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI)
- DeepSeek-V3 Technical Report
2024/12/27 by DeepSeek-AI, Aixin Liu, Liu, Aixin +404 · 39 voices · 7 citations
Computer Science · Engineering · #Distributed and Parallel Computing Systems #Robotics and Automated Systems #cs.AI #cs.CL
- DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model
2024/05/07 by Aixin Liu, DeepSeek-AI, Bei Feng +310 · 5 voices · 371 citations
Computer Science · #Expert finding and Q&A systems #Topic Modeling #Speech and dialogue systems
- DeepSeek LLM: Scaling Open-Source Language Models with Longtermism
2024/01/05 by DeepSeek-AI, Xiao Bi, : +178 · 2 voices · 190 citations
Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL #cs.LG
- DualPath: Breaking the Storage Bandwidth Bottleneck in Agentic LLM Inference
2026/02/25 by Yongtong Wu, Shaoyuan Chen, Yinmin Zhong +10 · 6 voices · 1 citation
Computer Science · #cs.DC
- Correlation Congruence for Knowledge Distillation
2019/04/03 by Baoyun Peng, Peng, Baoyun, Jin Xiao +13 · 21 citations
Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Fire-Flyer AI-HPC: A Cost-Effective Software-Hardware Co-Design for Deep Learning
2024/08/26 by Wei An, Xiao Bi, An, Wei +107 · 2 voices · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC) #cs.AI #cs.DC
- Dynamic Multi-path Neural Network
2019/02/28 by Yingcheng Su, Shunfeng Zhou, Su, Yingcheng +17 · 3 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Object Detection Techniques #Infrastructure Maintenance and Monitoring
- One-Shot Medical Landmark Detection
2021/03/08 by Qingsong Yao, Yao, Qingsong, Quan Quan +5 · 3 citations
Dentistry · Engineering · Arts and Humanities · #Dental Radiography and Imaging #Medical Imaging and Analysis #Forensic Anthropology and Bioarchaeology Studies