Jingyang Yuan

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 · 1692 citations
   Computer Science · #Reinforcement Learning in Robotics #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI)
2. Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention
   2025/02/16 by Jingyang Yuan, Huazuo Gao, Yuan, Jingyang +28 · 19 voices · 128 citations
   Computer Science · #Advanced Neural Network Applications #Stochastic Gradient Optimization Techniques #cs.AI #cs.CL #cs.LG
3. 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
4. mHC: Manifold-Constrained Hyper-Connections
   2025/12/31 by Zhenda Xie, Yixuan Wei, Huanqi Cao +17 · 18 voices · 6 citations
   #cs.CL #cs.AI #cs.LG
5. DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model
   2024/05/07 by DeepSeek-AI, Aixin Liu, Bei Feng +310 · 5 voices · 245 citations
   Computer Science · #Expert finding and Q&A systems #Topic Modeling #Speech and dialogue systems
6. Large Language Model Agent: A Survey on Methodology, Applications and Challenges
   2025/03/27 by Junyu Luo, Luo, Junyu, Weizhi Zhang +47 · 46 citations
   Computer Science · #Topic Modeling
7. RobustFT: Robust Supervised Fine-tuning for Large Language Models under Noisy Response
   2024/12/19 by Junyu Luo, Xiao Luo, Luo, Junyu +9 · 7 citations
   Computer Science · #Speech Recognition and Synthesis #Topic Modeling #Natural Language Processing Techniques
8. Learning on Graphs under Label Noise
   2023/06/14 by Jingyang Yuan, Xiao Luo, Yuan, Jingyang +9 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #Machine Learning and Data Classification #Computational Drug Discovery Methods