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Xinyu Yang

  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 · 1682 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, Bei Feng +404 · 39 voices · 6 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 · 242 citations
    Computer Science · #Expert finding and Q&A systems #Topic Modeling #Speech and dialogue systems
  4. Can large language models provide useful feedback on research papers? A large-scale empirical analysis
    2023/10/03 by Weixin Liang, Yuhui Zhang, Liang, Weixin +24 · 15 voices · 45 citations
    Computer Science · Decision Sciences · Medicine · #Artificial Intelligence in Healthcare and Education #Scientific Computing and Data Management #Topic Modeling #cs.AI #cs.CL #cs.HC #cs.LG
  5. BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation
    2022/05/26 by Zhijian Liu, Haotian Tang, Liu, Zhijian +11 · 88 citations
    Computer Science · Engineering · Physics and Astronomy · #Advanced Neural Network Applications #Robotics and Sensor-Based Localization #Advanced Optical Sensing Technologies
  6. FlatFormer: Flattened Window Attention for Efficient Point Cloud Transformer
    2023/01/20 by Zhijian Liu, Liu, Zhijian, Xinyu Yang +7 · 15 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Neural Network Applications #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  7. Scientific production in the era of large language models
    2025/12/18 by Keigo Kusumegi, Xinyu Yang, Paul Ginsparg +4 · 4 voices · 19 citations
    Business, Management and Accounting · Medicine · Social Sciences · #International Science and Diplomacy #Science, Research, and Medicine #University-Industry-Government Innovation Models
  8. TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding
    2024/04/18 by Hanshi Sun, Zhuoming Chen, Sun, Hanshi +7 · 14 citations
    Computer Science · #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
  9. Holistic Analysis of Hallucination in GPT-4V(ision): Bias and Interference Challenges
    2023/11/06 by Chenhang Cui, Yiyang Zhou, Cui, Chenhang +11 · 10 citations
    Biochemistry, Genetics and Molecular Biology · Medicine · #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #Cell Image Analysis Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. A Comprehensive Survey on Deep Music Generation: Multi-level Representations, Algorithms, Evaluations, and Future Directions
    2020/11/13 by Shulei Ji, Ji, Shulei, Jing Luo +3 · 8 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  11. Get More with LESS: Synthesizing Recurrence with KV Cache Compression for Efficient LLM Inference
    2024/02/14 by Harry Dong, Dong, Harry, Xinyu Yang +9 · 9 citations
    Computer Science · #Algorithms and Data Compression #Advanced Data Storage Technologies
  12. Ministral 3
    2026/01/13 by Alexander H. Liu, Kartik Khandelwal, Sandeep Subramanian +116 · 3 voices · 2 citations
    #cs.CL
  13. PanAf20K: A Large Video Dataset for Wild Ape Detection and Behaviour Recognition
    2024/01/24 by Otto Brookes, Brookes, Otto, Majid Mirmehdi +51 · 6 citations
    Veterinary · Agricultural and Biological Sciences · Environmental Science · #Animal Behavior and Welfare Studies #Animal Disease Management and Epidemiology #Wildlife Ecology and Conservation
  14. ThreatKG: An AI-Powered System for Automated Open-Source Cyber Threat Intelligence Gathering and Management
    2022/12/20 by Peng Gao, Xiaoyuan Liu, Gao, Peng +9 · 4 citations
    Social Sciences · Computer Science · #Terrorism, Counterterrorism, and Political Violence #Cybercrime and Law Enforcement Studies #Information and Cyber Security
  15. APE: Faster and Longer Context-Augmented Generation via Adaptive Parallel Encoding
    2025/02/08 by Xinyu Yang, Yang, Xinyu, Tianqi Chen +3 · 8 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Multimodal Machine Learning Applications
  16. What's documented in AI? Systematic Analysis of 32K AI Model Cards
    2024/02/07 by Weixin Liang, Liang, Weixin, Nazneen Fatema Rajani +13 · 4 citations
    Engineering · Health Professions · #Advanced Data Processing Techniques #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
  17. Separate in the Speech Chain: Cross-Modal Conditional Audio-Visual Target Speech Extraction
    2024/04/19 by Zhaoxi Mu, Xinyu Yang, Mu, Zhaoxi +1 · 4 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multimedia (cs.MM) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  18. Navigating Dataset Documentations in AI: A Large-Scale Analysis of Dataset Cards on Hugging Face
    2024/01/24 by Xinyu Yang, Weixin Liang, Yang, Xinyu +3 · 3 citations
    Computer Science · Decision Sciences · Social Sciences · #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management
  19. Improving Domain Generalization with Domain Relations
    2023/02/06 by Huaxiu Yao, Yao, Huaxiu, Xinyu Yang +9 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Topic Modeling
  20. Zeroth-Order Fine-Tuning of LLMs with Extreme Sparsity
    2024/06/05 by Wentao Guo, Jikai Long, Guo, Wentao +21 · 3 citations
    Engineering · Mathematics · #Electromagnetic Simulation and Numerical Methods #Particle accelerators and beam dynamics #Numerical methods for differential equations
  21. Intermittent compared with continuous calorie restriction for treatment of metabolic dysfunction-associated steatotic liver disease: a randomized clinical trial
    2024/10/22 by Xiaoyang Sun, Fan Li, Li Fan +14 · 12 citations
    Medicine · #Liver Disease Diagnosis and Treatment #Diet and metabolism studies #Liver Disease and Transplantation
  22. On Privacy Protection of Latent Dirichlet Allocation Model Training
    2019/06/04 by Fangyuan Zhao, Zhao, Fangyuan, Xuebin Ren +5 · 1 citation
    Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Privacy, Security, and Data Protection #Human Mobility and Location-Based Analysis
  23. Review of end-to-end speech synthesis technology based on deep learning
    2021/04/20 by Zhaoxi Mu, Mu, Zhaoxi, Xinyu Yang +3 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  24. Editing a gibberellin receptor gene improves yield and nitrogen fixation in soybean
    2025/09/05 by J Tang, Shuhan Yang, S.-P. Li +9 · 2 voices · 2 citations
    Agricultural and Biological Sciences · #Legume Nitrogen Fixing Symbiosis #Plant nutrient uptake and metabolism #Soybean genetics and cultivation
  25. Loop the Loopies!
    2026/07/17 by Zitian Gao, Yilong Chen, Yihao Xiao +4 · 2 voices
    #cs.CL #cs.AI
  26. S2FT: Efficient, Scalable and Generalizable LLM Fine-tuning by Structured Sparsity
    2024/12/09 by Xinyu Yang, Jixuan Leng, Yang, Xinyu +12 · 2 citations
    Engineering · #Particle accelerators and beam dynamics #Electromagnetic Simulation and Numerical Methods #Particle Accelerators and Free-Electron Lasers
  27. FlatFusion: Delving into Details of Sparse Transformer-based Camera-LiDAR Fusion for Autonomous Driving
    2024/08/13 by Yutao Zhu, Xiaosong Jia, Zhu, Yutao +5 · 2 citations
    Engineering · Environmental Science · Computer Science · #Robotics and Sensor-Based Localization #Remote Sensing and LiDAR Applications #Advanced Neural Network Applications
  28. Enabling Efficient Attack Investigation via Human-in-the-Loop Security Analysis
    2022/11/10 by Xinyu Yang, Haoyuan Liu, Tsegai, Saimon Amanuel +4 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Databases (cs.DB) #FOS: Computer and information sciences #Information and Cyber Security #Network Security and Intrusion Detection #Software System Performance and Reliability
  29. It Takes Two: On the Seamlessness between Reward and Policy Model in RLHF
    2024/06/12 by Taiming Lu, Lingfeng Shen, Lu, Taiming +9 · 1 citation
    Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Healthcare Policy and Management #Machine Learning (cs.LG)
  30. BandCondiNet: Parallel Transformers-based Conditional Popular Music Generation with Multi-View Features
    2024/07/15 by Jing Luo, Xinyu Yang, Luo, Jing +3 · 1 citation
    Computer Science · Engineering · #Music Technology and Sound Studies #Music and Audio Processing #Human Motion and Animation
  31. Rethinking Circuit Completeness in Language Models: AND, OR, and ADDER Gates
    2025/05/15 by Hang Chen, Chen, Hang, Jiayíng Zhu +5 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
  32. Cross-Skeleton Interaction Graph Aggregation Network for Representation Learning of Mouse Social Behaviour
    2022/08/07 by Feixiang Zhou, Zhou, Feixiang, Xinyu Yang +17 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neuroendocrine regulation and behavior #Primate Behavior and Ecology #Zebrafish Biomedical Research Applications
  33. Rethinking Affect Analysis: A Protocol for Ensuring Fairness and Consistency
    2024/08/04 by Guanyu Hu, Hu, Guanyu, Dimitrios Kollias +9 · 2 citations
    Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Qualitative Comparative Analysis Research
  34. Kimi K3: Open Frontier Intelligence
    2026/07/27 by Kimi Team, Tongtong Bai, Yifan Bai +398 · 1 voice
    #cs.CL #cs.LG
  35. Robostral Navigate
    2026/07/22 by Arjun Majumdar, Abhijeet Somani, Aditi Kabra +212
    #cs.RO #cs.AI
  36. Ferroelectric SwitchableAltermagnetic-Like CompensatedFerrimagnets with Charge Ordering
    2026/07/20 by Xinyu Yang, Shuai Dong
    Materials Science · Physics and Astronomy · #Magnetic Properties and Synthesis of Ferrites #Magnetic properties of thin films #Multiferroics and related materials #cond-mat.mes-hall #cond-mat.mtrl-sci #cond-mat.str-el
  37. VocalRender: Score-Native Singing Voice Synthesis for Real-World Composition
    2026/07/30 by Yukun Chen, Tianrui Wang, Zhaoxi Mu +2
    Computer Science · #cs.SD #cs.AI
  38. Class-Balanced Softmax: A Bayes Theory-Based Method for Long-Tailed Recognition
    2026/07/24 by Yi-Hang Zhu, Rajeev Raman, Shiqi Su +4
    #cs.LG #cs.CV
  39. Is One Score Enough? Assessing Singing Quality of Songs with Temporal Score Curves
    2026/07/18 by Yishan Lv, Jing Luo, Xinyu Yang +1
    #cs.SD #cs.MM #eess.AS
  40. Towards Trustworthy Embodied Intelligence: A Systems Framework and Graded Trustworthiness Levels
    2026/07/28 by Xinyu Yang, Tianxing Chen, Honghao Su +38
    Computer Science · #cs.AI #cs.CY #cs.RO