Bao, Chenglong

1. Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self Distillation
   2019/05/17 by Linfeng Zhang, Zhang, Linfeng, Jiebo Song +9 · 42 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Machine Learning and Data Classification
2. A Semismooth Newton based Augmented Lagrangian Method for Nonsmooth Optimization on Matrix Manifolds
   2021/03/04 by Yuhao Zhou, Chenglong Bao, Zhou, Yuhao +5 · 6 citations
   Mathematics · #49J52 #58C20 #65K05 #90C26 #90C30 #Advanced Optimization Algorithms Research #FOS: Mathematics #Fractional Differential Equations Solutions #Iterative Methods for Nonlinear Equations #Optimization and Control (math.OC)
3. Diffusion Mechanism in Residual Neural Network: Theory and Applications
   2021/05/07 by Tangjun Wang, Zehao Dou, Wang, Tangjun +5 · 3 citations
   Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks
4. Learn from Unpaired Data for Image Restoration: A Variational Bayes Approach
   2022/04/21 by Zheng, Dihan, Zhang, Xiaowen, Ma, Kaisheng +1 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
5. SCAN: A Scalable Neural Networks Framework Towards Compact and Efficient Models
   2019/05/27 by Linfeng Zhang, Zhanhong Tan, Zhang, Linfeng +9 · 1 citation
   Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Multimodal Machine Learning Applications
6. Tightness and Equivalence of Semidefinite Relaxations for MIMO Detection
   2021/02/09 by Jiang, Ruichen, Liu, Ya-Feng, Bao, Chenglong +1 · 1 citation
   #90C20 #90C22 #90C27 #90C46 #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Information Theory (cs.IT) #Optimization and Control (math.OC) #Signal Processing (eess.SP) #electronic engineering #information engineering
7. A scalable deep learning approach for solving high-dimensional dynamic optimal transport
   2022/05/16 by Wei Wan, Yuejin Zhang, Wan, Wei +7 · 1 citation
   Energy · Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #Energy, Environment, and Transportation Policies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques
8. Stochastic Anderson Mixing for Nonconvex Stochastic Optimization
   2021/10/04 by Wei, Fuchao, Bao, Chenglong, Liu, Yang · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
9. Efficient numerical methods for computing the stationary states of phase field crystal models
   2020/02/23 by Kai Jiang, Wei Si, Jiang, Kai +5 · 1 citation
   Materials Science · Computer Science · Engineering · #Solidification and crystal growth phenomena #Advanced Mathematical Modeling in Engineering #Aluminum Alloy Microstructure Properties
10. Convergence Rates of Training Deep Neural Networks via Alternating Minimization Methods
    2022/08/30 by Jintao Xu, Xu, Jintao, Chenglong Bao +3 · 1 citation
    Computer Science · Engineering · #49M37 #90C26 #90C52 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and ELM #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
11. On the robust isolated calmness of a class of nonsmooth optimizations on Riemannian manifolds and its applications
    2022/08/16 by Chenglong Bao, Chao Ding, Bao, Chenglong +3 · 1 citation
    Computer Science · Mathematics · #Advanced Optimization Algorithms Research #Advanced Topics in Algebra #FOS: Mathematics #Matrix Theory and Algorithms #Optimization and Control (math.OC)
12. The Global R-linear Convergence of Nesterov's Accelerated Gradient Method with Unknown Strongly Convex Parameter
    2023/08/27 by Chenglong Bao, Bao, Chenglong, Liang Chen +3 · 1 citation
    Computer Science · Engineering · Mathematics · #65B05 #65K05 #90C06 #90C25 #90C30 #Advanced Optimization Algorithms Research #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
13. A Neural Network Framework for High-Dimensional Dynamic Unbalanced Optimal Transport
    2024/09/20 by Wan, Wei, Pan, Jiangong, Zhang, Yuejin +2 · 1 citation
    #FOS: Mathematics #Optimization and Control (math.OC)
14. A Regularized Newton Method for Nonconvex Optimization with Global and Local Complexity Guarantees
    2025/02/07 by Yuhao Zhou, Jintao Xu, Zhou, Yuhao +8 · 1 citation
    Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Optimization and Variational Analysis #Sparse and Compressive Sensing Techniques