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Zhang, Xingxuan

  1. Qwen Technical Report
    2023/09/28 by Jinze Bai, Bai, Jinze, Shuai Bai +91 · 622 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  2. Towards Out-Of-Distribution Generalization: A Survey
    2021/08/31 by Jiashuo Liu, Liu, Jiashuo, Zheyan Shen +11 · 39 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
  3. Deep Stable Learning for Out-Of-Distribution Generalization
    2021/04/16 by Zhang, Xingxuan, Cui, Peng, Xu, Renzhe +3 · 7 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  4. Gradient Norm Aware Minimization Seeks First-Order Flatness and Improves Generalization
    2023/03/03 by Xingxuan Zhang, Zhang, Xingxuan, Renzhe Xu +7 · 9 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning and ELM
  5. Rethinking the Evaluation Protocol of Domain Generalization
    2023/05/24 by Yu, Han, Zhang, Xingxuan, Xu, Renzhe +3 · 6 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  6. TouchStone: Evaluating Vision-Language Models by Language Models
    2023/08/31 by Shuai Bai, Shusheng Yang, Bai, Shuai +15 · 5 citations
    Arts and Humanities · Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Subtitles and Audiovisual Media
  7. NICO++: Towards Better Benchmarking for Domain Generalization
    2022/04/17 by Zhang, Xingxuan, He, Yue, Xu, Renzhe +3 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. Towards Unsupervised Domain Generalization
    2021/07/13 by Xingxuan Zhang, Linjun Zhou, Zhang, Xingxuan +9 · 3 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Multimodal Machine Learning Applications
  9. A Survey on Evaluation of Out-of-Distribution Generalization
    2024/03/04 by Yu Han, Yu, Han, Jiashuo Liu +7 · 5 citations
    Computer Science · #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG)
  10. On the Out-Of-Distribution Generalization of Multimodal Large Language Models
    2024/02/09 by Xingxuan Zhang, Zhang, Xingxuan, Jiansheng Li +15 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  11. Competing for Shareable Arms in Multi-Player Multi-Armed Bandits
    2023/05/30 by Renzhe Xu, Haotian Wang, Xu, Renzhe +7 · 3 citations
    Decision Sciences · Social Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Experimental Behavioral Economics Studies
  12. Stable Learning via Sparse Variable Independence
    2022/12/02 by Han Yu, Yu, Han, Peng Cui +11 · 3 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM
  13. LimiX: Unleashing Structured-Data Modeling Capability for Generalist Intelligence
    2025/09/03 by Xingxuan Zhang, Gang Ren, Zhang, Xingxuan +72 · 10 citations
    Computer Science · #Machine Learning and Data Classification #Big Data and Digital Economy #Explainable Artificial Intelligence (XAI)
  14. Understanding the Generalization of In-Context Learning in Transformers: An Empirical Study
    2025/03/19 by Zhang, Xingxuan, Wang, Haoran, Li, Jiansheng +6 · 5 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. A Theoretical Analysis on Independence-driven Importance Weighting for Covariate-shift Generalization
    2021/11/03 by Renzhe Xu, Xu, Renzhe, Xingxuan Zhang +7 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning in Healthcare #Machine Learning and ELM