Guiying Li

Stochastic Gradient Descent for Nonconvex Learning Without Bounded Gradient Assumptions

Yunwen Lei, Ting Hu, Guiying Li et al. · IEEE Transactions on Neural Networks and Learning Systems · 2019 · 107 citations

Computing, Computer Science, Algorithms +16

Optimization based Layer-wise Magnitude-based Pruning for DNN Compression

Guiying Li, Chao Qian, Chunhui Jiang et al. · 2018 · 55 citations · Full text

Computing, Computer Science, Algorithms +16

Reducing idleness in financial cloud services via multi-objective evolutionary reinforcement learning based load balancer

Peng Yang, Laoming Zhang, Haifeng Liu et al. · Science China Information Sciences · 2024 · 46 citations · Full text

Computing, Cloud Computing, Finance +16

Efficient DNN Neuron Pruning by Minimizing Layer-wise Nonlinear Reconstruction Error

Chunhui Jiang, Guiying Li, Chao Qian et al. · 2018 · 45 citations · Full text

Computing, Computer Science, Computer Vision +16

Stage-Wise Magnitude-Based Pruning for Recurrent Neural Networks

Guiying Li, Peng Yang, Chao Qian et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 22 citations

Computing, Computer Science, Computational Linguistics +11