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Xinyuan Li

  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, Guo, Daya +404 · 93 voices · 1715 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. Mapping global forest canopy height through integration of GEDI and Landsat data
    2020/11/07 by Peter Potapov, Xinyuan Li, Andres Hernandez-Serna +14 · 35 citations
    Environmental Science · #Forest ecology and management #Remote Sensing and LiDAR Applications #Remote Sensing in Agriculture
  4. The Global 2000-2020 Land Cover and Land Use Change Dataset Derived From the Landsat Archive: First Results
    2022/04/13 by Peter Potapov, Matthew C. Hansen, Amy Pickens +12 · 14 citations
    Earth and Planetary Sciences · Environmental Science · #Climate change and permafrost #Cryospheric studies and observations #Remote Sensing in Agriculture
  5. BiGS: Bidirectional Gaussian Primitives for Relightable 3D Gaussian Splatting
    2024/08/23 by Zhenyuan Liu, Yu Guo, Liu, Zhenyuan +7 · 5 citations
    Computer Science · Engineering · #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis #Image Processing and 3D Reconstruction
  6. Survey of Natural Language Processing for Education: Taxonomy, Systematic Review, and Future Trends
    2024/01/15 by Yunshi Lan, Lan, Yunshi, Xinyuan Li +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Online Learning and Analytics #Text Readability and Simplification #Topic Modeling
  7. LINC00938 alleviates hypoxia ischemia encephalopathy induced neonatal brain injury by regulating oxidative stress and inhibiting JNK/p38 MAPK signaling pathway
    2023/05/29 by Jing Zhao, Meini Le, Jie Li +14 · 16 citations
    Biochemistry, Genetics and Molecular Biology · #Cancer-related molecular mechanisms research #RNA modifications and cancer #Circular RNAs in diseases