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Liyuan Liu

  1. Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
    2024/04/22 by Marah Abdin, Abdin, Marah, Jyoti Aneja +262 · 8 voices · 315 citations
    Computer Science · #Computational Physics and Python Applications
  2. Reinforcement Learning for Reasoning in Large Language Models with One Training Example
    2025/04/29 by Yiping Wang, Wang, Yiping, Qing Yang +27 · 5 voices · 82 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multimodal Machine Learning Applications #Topic Modeling #cs.AI #cs.CL #cs.LG
  3. On the Variance of the Adaptive Learning Rate and Beyond
    2019/08/08 by Liyuan Liu, Haoming Jiang, Liu, Liyuan +11 · 72 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Stochastic Gradient Optimization Techniques
  4. Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs
    2023/10/03 by Suyu Ge, Yunan Zhang, Ge, Suyu +9 · 68 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  5. Understanding the Difficulty of Training Transformers
    2020/04/17 by Liyuan Liu, Liu, Liyuan, Xiaodong Liu +7 · 14 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Topic Modeling
  6. A general Lewis acidic etching route for preparing MXenes with enhanced electrochemical performance in non-aqueous electrolyte
    2020/04/13 by Youbing Li, Hui Shao, Zifeng Lin +19 · 10 citations
    Engineering · Materials Science · #Advanced Memory and Neural Computing #MXene and MAX Phase Materials #Supercapacitor Materials and Fabrication
  7. Empower Sequence Labeling with Task-Aware Neural Language Model
    2017/09/13 by Liyuan Liu, Liu, Liyuan, Jingbo Shang +11 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  8. Tell Your Model Where to Attend: Post-hoc Attention Steering for LLMs
    2023/11/03 by Qingru Zhang, Zhang, Qingru, Chandan Singh +11 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  9. Bridging Discrete and Backpropagation: Straight-Through and Beyond
    2023/04/17 by Liyuan Liu, Liu, Liyuan, Chengyu Dong +7 · 5 citations
    Computer Science · Physics and Astronomy · #Machine Learning and Data Classification #Neural Networks and Applications #Model Reduction and Neural Networks
  10. LoRC: Low-Rank Compression for LLMs KV Cache with a Progressive Compression Strategy
    2024/10/04 by Rongzhi Zhang, K. Wang, Zhang, Rongzhi +11 · 8 citations
    Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2 #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
  11. Adaptation of Agentic AI: A Survey of Post-Training, Memory, and Skills
    2025/12/18 by Pengcheng Jiang, Jiacheng Lin, Jiang, Pengcheng +67 · 5 voices · 2 citations
    Computer Science · #AI-based Problem Solving and Planning #Advanced Software Engineering Methodologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #cs.AI #cs.CL
  12. Learning Named Entity Tagger using Domain-Specific Dictionary
    2018/09/10 by Jingbo Shang, Liyuan Liu, Shang, Jingbo +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  13. TBC-Net: A real-time detector for infrared small target detection using semantic constraint
    2019/12/27 by Mingxin Zhao, Cheng Li, Zhao, Mingxin +9 · 3 citations
    Engineering · #Infrared Target Detection Methodologies #Advanced Measurement and Detection Methods #Thermography and Photoacoustic Techniques
  14. Multi-head or Single-head? An Empirical Comparison for Transformer Training
    2021/06/17 by Liyuan Liu, Jialu Liu, Liu, Liyuan +3 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  15. Label Noise in Adversarial Training: A Novel Perspective to Study Robust Overfitting
    2021/10/07 by Chengyu Dong, Liyuan Liu, Dong, Chengyu +3 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  16. An optimized flow cytometry panel for classifying macrophage polarization
    2022/10/18 by Liyuan Liu, John V. Stokes, Wei Tan +1 · 1 citation
    Immunology and Microbiology · Neuroscience · #Immune cells in cancer #Immune Response and Inflammation #Neuroinflammation and Neurodegeneration Mechanisms
  17. Raw-to-End Name Entity Recognition in Social Media
    2019/08/14 by Liyuan Liu, Liu, Liyuan, Zihan Wang +13 · 1 citation
    Computer Science · Decision Sciences · #Topic Modeling #Natural Language Processing Techniques #Data Quality and Management
  18. Learning a Decision Tree Algorithm with Transformers
    2024/02/06 by Yufan Zhuang, Liyuan Liu, Zhuang, Yufan +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. Decoder-Hybrid-Decoder Architecture for Efficient Reasoning with Long Generation
    2025/07/09 by Liliang Ren, Congcong Chen, Ren, Liliang +23 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  20. Model Tells Itself Where to Attend: Faithfulness Meets Automatic Attention Steering
    2024/09/16 by Qingru Zhang, Xiaodong Yu, Zhang, Qingru +15 · 1 citation
    Neuroscience · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mind wandering and attention #Religion, Spirituality, and Psychology
  21. MamKPD: A Simple Mamba Baseline for Real-Time 2D Keypoint Detection
    2024/12/02 by Yonghao Dang, Liyuan Liu, Dang, Yonghao +7 · 1 citation
    Engineering · Computer Science · #Robotics and Sensor-Based Localization #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications