Wei Niu

PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-Time Execution on Mobile Devices

Xiaolong Ma, Fu-Ming Guo, Wei Niu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 184 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

Human activity detection and recognition for video surveillance

Wei Niu, Long Jiao, Dan Han et al. · 2005 · 180 citations

Motion Detection, Human Activity Detection, Human Activities +15

DNNFusion: accelerating deep neural networks execution with advanced operator fusion

Wei Niu, Jiexiong Guan, Yanzhi Wang et al. · 2021 · 138 citations

Artificial Intelligence, Geometric Learning, Convolutional Neural Network +16

Neural Personalized Ranking for Image Recommendation

Wei Niu, James Caverlee, Haokai Lu · 2018 · 125 citations

Engineering, Machine Learning, Image Search +17

YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design

Yuxuan Cai, Hongjia Li, Geng Yuan et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 84 citations · Full text

Lossy Compression, Engineering, Hardware Algorithm +21