Shiyun Xu

1. Scalable and Efficient Training of Large Convolutional Neural Networks with Differential Privacy
   2022/05/21 by Zhiqi Bu, Bu, Zhiqi, Jialin Mao +3 · 6 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computational Complexity (cs.CC) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
2. Sparse Neural Additive Model: Interpretable Deep Learning with Feature Selection via Group Sparsity
   2022/02/25 by Shiyun Xu, Xu, Shiyun, Zhiqi Bu +5 · 5 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
3. Towards joint scaling laws with optimal batch size schedules
   2026/07/30 by Jiaxiang Li, Zhiqi Bu, Shiyun Xu
   Computer Science · Mathematics · #cs.LG #cs.AI #math.OC