Shiyuan He

1. A Reproducing Kernel Hilbert Space Approach to Functional Calibration of Computer Models
   2021/07/17 by Rui Tuo, Tuo, Rui, Shiyuan He +7 · 3 citations
   Computer Science · Decision Sciences · Engineering · Mathematics · #62F15 #62G05 #62P30 #Advanced Multi-Objective Optimization Algorithms #Applications (stat.AP) #Control Systems and Identification #FOS: Computer and information sciences #Methodology (stat.ME) #Probabilistic and Robust Engineering Design #msc:62F15 #msc:62G05 #msc:62P30 #stat.AP #stat.ME
2. SVFit: Parameter-Efficient Fine-Tuning of Large Pre-Trained Models Using Singular Values
   2024/09/09 by Chengwei Sun, Sun, Chengwei, Jiwei Wei +13 · 2 citations
   Physics and Astronomy · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks
3. LoLDU: Low-Rank Adaptation via Lower-Diag-Upper Decomposition for Parameter-Efficient Fine-Tuning
   2024/10/17 by Yiming Shi, Shi, Yiming, Jiwei Wei +11 · 2 citations
   Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Semiconductor materials and devices
4. Penalized spline estimation of principal components for sparse functional data: rates of convergence
   2024/02/08 by Shiyuan He, Jianhua Z. Huang, He, Shiyuan +3 · 1 citation
   Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistical Methods and Inference #Statistics Theory (math.ST)