Zhang, Kaiqi

1. StructADMM: A Systematic, High-Efficiency Framework of Structured Weight Pruning for DNNs
   2018/07/29 by Zhang, Tianyun, Ye, Shaokai, Zhang, Kaiqi +8 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
2. Stable Minima Cannot Overfit in Univariate ReLU Networks: Generalization by Large Step Sizes
   2024/06/10 by Dan Qiao, Qiao, Dan, Kaiqi Zhang +7 · 4 citations
   Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #VLSI and FPGA Design Techniques
3. Active Subspace of Neural Networks: Structural Analysis and Universal Attacks
   2019/10/29 by Cui, Chunfeng, Zhang, Kaiqi, Daulbaev, Talgat +3 · 2 citations
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA)
4. KOALA: Enhancing Speculative Decoding for LLM via Multi-Layer Draft Heads with Adversarial Learning
   2024/08/15 by Zhang, Kaiqi, Zhao, Jing, Chen, Rui · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. Deep Learning meets Nonparametric Regression: Are Weight-Decayed DNNs Locally Adaptive?
   2022/04/20 by Zhang, Kaiqi, Wang, Yu-Xiang · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)