vix.ing · top · new · best · stats · spec

Xiaoxia Wu

  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. DeepSpeed-Chat: Easy, Fast and Affordable RLHF Training of ChatGPT-like Models at All Scales
    2023/08/02 by Zhewei Yao, Reza Yazdani Aminabadi, Yao, Zhewei +35 · 14 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  3. RenAIssance: A Survey into AI Text-to-Image Generation in the Era of Large Model
    2023/09/02 by Fengxiang Bie, Bie, Fengxiang, Yibo Yang +23 · 14 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Video Analysis and Summarization
  4. ZeroQuant-V2: Exploring Post-training Quantization in LLMs from Comprehensive Study to Low Rank Compensation
    2023/03/15 by Zhewei Yao, Yao, Zhewei, Xiaoxia Wu +7 · 6 citations
    Computer Science · Engineering · #Topic Modeling #Ferroelectric and Negative Capacitance Devices #Natural Language Processing Techniques
  5. When Do Curricula Work?
    2020/12/05 by Xiaoxia Wu, Ethan Dyer, Wu, Xiaoxia +3 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Topic Modeling #electronic engineering #information engineering
  6. FP6-LLM: Efficiently Serving Large Language Models Through FP6-Centric Algorithm-System Co-Design
    2024/01/25 by Haojun Xia, Zheng Zhen, Xia, Haojun +25 · 1 voice · 1 citation
    Computer Science · #cs.LG #cs.AI #cs.AR
  7. DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing
    2022/12/07 by Conglong Li, Zhewei Yao, Li, Conglong +8 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Topic Modeling
  8. ZeroQuant(4+2): Redefining LLMs Quantization with a New FP6-Centric Strategy for Diverse Generative Tasks
    2023/12/14 by Xiaoxia Wu, Haojun Xia, Wu, Xiaoxia +19 · 4 citations
    Computer Science · Engineering · #Topic Modeling #Ferroelectric and Negative Capacitance Devices #Advanced Neural Network Applications
  9. ZeroQuant-FP: A Leap Forward in LLMs Post-Training W4A8 Quantization Using Floating-Point Formats
    2023/07/19 by Xiaoxia Wu, Zhewei Yao, Wu, Xiaoxia +3 · 2 citations
    Computer Science · Engineering · #Parallel Computing and Optimization Techniques #Ferroelectric and Negative Capacitance Devices #Advanced Neural Network Applications
  10. Global Convergence of Adaptive Gradient Methods for An Over-parameterized Neural Network
    2019/02/19 by Xiaoxia Wu, Wu, Xiaoxia, Simon S. Du +3 · 2 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  11. LEAP: Learnable Pruning for Transformer-based Models
    2021/05/30 by Zhewei Yao, Yao, Zhewei, Xiaoxia Wu +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  12. V1: Unifying Generation and Self-Verification for Parallel Reasoners
    2026/03/04 by Harman Singh, Xiuyu Li, Kusha Sareen +14 · 2 voices
    Computer Science · #cs.CL
  13. SAW-INT4: System-Aware 4-Bit KV-Cache Quantization for Real-World LLM Serving
    2026/04/21 by Jinda Jia, Jisen Li, Zhongzhu Zhou +8 · 1 voice
    Computer Science · #cs.LG
  14. A highly efficient soybean transformation system using GRF3‐GIF1 chimeric protein
    2024/09/06 by Zhao Ying, Peng Cheng, Ying Liu +6 · 1 voice · 2 citations
    Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Plant Molecular Biology Research #Plant nutrient uptake and metabolism #Plant tissue culture and regeneration
  15. Mojito: Motion Trajectory and Intensity Control for Video Generation
    2024/12/12 by Xuehai He, Shuohang Wang, He, Xuehai +17 · 2 citations
    Computer Science · Engineering · Social Sciences · #Advanced Vision and Imaging #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Multimedia Communication and Technology
  16. ISO: An RLVR-Native Optimization Stack
    2026/07/21 by Hanqing Zhu, Wenyan Cong, Zhizhou Sha +8
    #cs.LG #cs.AI