Kai Dong

1. 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 · 1694 citations
   Computer Science · #Reinforcement Learning in Robotics #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI)
2. 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
3. DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model
   2024/05/07 by Aixin Liu, DeepSeek-AI, Liu, Aixin +310 · 5 voices · 248 citations
   Computer Science · #Expert finding and Q&A systems #Topic Modeling #Speech and dialogue systems
4. DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence
   2024/01/25 by Daya Guo, Guo, Daya, Qihao Zhu +25 · 3 voices · 260 citations
   Computer Science · #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling #cs.CL #cs.LG #cs.SE
5. DeepSeek-VL: Towards Real-World Vision-Language Understanding
   2024/03/08 by Haoyu Lu, Lu, Haoyu, Wen Liu +27 · 1 voice · 139 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications #cs.AI
6. DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding
   2024/12/13 by Zhiyu Wu, Xiaokang Chen, Wu, Zhiyu +51 · 3 voices · 140 citations
   Computer Science · #cs.CV #cs.AI #cs.CL
7. DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence
   2024/06/17 by DeepSeek-AI, Qihao Zhu, Zhu, Qihao +79 · 1 voice · 73 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
8. DeepSeek LLM: Scaling Open-Source Language Models with Longtermism
   2024/01/05 by DeepSeek-AI, :, Xiao Guo Bi +170 · 111 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
9. Set-to-Sequence Ranking-based Concept-aware Learning Path Recommendation
   2023/06/07 by Xianyu Chen, Chen, Xianyu, Jian Shen +21 · 3 citations
   Computer Science · #Recommender Systems and Techniques #Educational Technology and Assessment #Online Learning and Analytics
10. Vehicular Blockage Modelling and Performance Analysis for mmWave V2V Communications
    2021/10/20 by Kai Dong, Dong, Kai, Marouan Mizmizi +5 · 2 citations
    Engineering · #Advanced MIMO Systems Optimization #FOS: Electrical engineering #FOS: Mathematics #Millimeter-Wave Propagation and Modeling #Probability (math.PR) #Signal Processing (eess.SP) #Vehicular Ad Hoc Networks (VANETs) #electronic engineering #information engineering