Deng, Chengqi
- 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, Dejian Yang +404 · 93 voices · 2740 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
- DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models
2024/01/11 by Damai Dai, Chengqi Deng, Dai, Damai +33 · 5 voices · 277 citations
Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling #cs.CL
- Insights into DeepSeek-V3: Scaling Challenges and Reflections on Hardware for AI Architectures
2025/05/14 by Chenggang Zhao, Chengqi Deng, Zhao, Chenggang +27 · 8 voices · 23 citations
Computer Science · Decision Sciences · #Parallel Computing and Optimization Techniques #Advanced Neural Network Applications #Scientific Computing and Data Management
- DeepSeek-VL: Towards Real-World Vision-Language Understanding
2024/03/08 by Haoyu Lu, Wen Liu, Lu, Haoyu +27 · 1 voice · 241 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications #cs.AI
- DeepSeek LLM: Scaling Open-Source Language Models with Longtermism
2024/01/05 by DeepSeek-AI, :, Xiao Bi +178 · 2 voices · 195 citations
Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL #cs.LG
- DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence
2024/06/17 by DeepSeek-AI, Qihao Zhu, Daya Guo +79 · 1 voice · 130 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #cs.AI #cs.LG #cs.SE #vaccines and immunoinformatics approaches
- The Faiss library
2024/01/16 by Matthijs Douze, Douze, Matthijs, Alexandr Guzhva +15 · 109 citations
Computer Science · #Data Management and Algorithms #Constraint Satisfaction and Optimization #Advanced Database Systems and Queries
- Sparse Fuse Dense: Towards High Quality 3D Detection with Depth Completion
2022/03/18 by Xiaopei Wu, Liang Peng, Wu, Xiaopei +13 · 13 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Robotics and Sensor-Based Localization
- Fire-Flyer AI-HPC: A Cost-Effective Software-Hardware Co-Design for Deep Learning
2024/08/26 by Wei An, An, Wei, Xiao Bi +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
- DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models
2025/12/02 by Aixin Liu, DeepSeek-AI, Liu, Aixin +352 · 52 citations
Computer Science · Materials Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Topic Modeling
- PitchNet: Unsupervised Singing Voice Conversion with Pitch Adversarial Network
2019/12/04 by Deng, Chengqi, Yu, Chengzhu, Lu, Heng +2 · 2 citations
#Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering