Yang Sui

Towards Efficient Tensor Decomposition-Based DNN Model Compression with Optimization Framework

Miao Yin, Yang Sui, Siyu Liao et al. · 2021 · 73 citations

Convolutional Neural Network, Engineering, Machine Learning +16

GoSPA: An Energy-efficient High-performance Globally Optimized SParse Convolutional Neural Network Accelerator

Chunhua Deng, Yang Sui, Siyu Liao et al. · 2021 · 69 citations

Explicit Intersection, Convolutional Neural Network, Engineering +14

CHIP: CHannel Independence-based Pruning for Compact Neural Networks

Yang Sui, Miao Yin, Yi Xie et al. · arXiv (Cornell University) · 2021 · 25 citations · Full text

Data Compression, Engineering, Machine Learning +15

HODEC: Towards Efficient High-Order DEcomposed Convolutional Neural Networks

Miao Yin, Yang Sui, Wanzhao Yang et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 17 citations

Convolutional Neural Network, Engineering, Machine Learning +17

Instability of high polygenic risk classification and mitigation by integrative scoring

Anika Misra, Buu Truong, Sarah Urbut et al. · Nature Communications · 2025 · 11 citations · Full text