Li, Bingcong
- Surrogate modeling for Bayesian optimization beyond a single Gaussian process
2022/05/27 by Qin Lu, Konstantinos D. Polyzos, Lu, Qin +5 · 7 citations
Computer Science · Decision Sciences · #Advanced Multi-Objective Optimization Algorithms #Gaussian Processes and Bayesian Inference #Advanced Bandit Algorithms Research
- Enhancing Sharpness-Aware Optimization Through Variance Suppression
2023/09/27 by Bingcong Li, Li, Bingcong, Georgios B. Giannakis +1 · 9 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- On the Convergence of SARAH and Beyond
2019/06/05 by Bingcong Li, Meng Ma, Li, Bingcong +3 · 3 citations
Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- Bandit Online Learning with Unknown Delays
2018/07/09 by Li, Bingcong, Chen, Tianyi, Giannakis, Georgios B. · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- DPZero: Private Fine-Tuning of Language Models without Backpropagation
2023/10/14 by Liang Zhang, Zhang, Liang, Kiran Koshy Thekumparampil +6 · 4 citations
Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Stochastic Gradient Optimization Techniques
- PingAn-VCGroup's Solution for ICDAR 2021 Competition on Scientific Table Image Recognition to Latex
2021/05/05 by He, Yelin, Qi, Xianbiao, Ye, Jiaquan +5 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- PoLAR: Polar-Decomposed Low-Rank Adapter Representation
2025/06/03 by Lion, Kai, Zhang, Liang, Li, Bingcong +1 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Zeroth-Order Optimization Finds Flat Minima
2025/06/05 by Liang Zhang, Zhang, Liang, Bin Li +9 · 4 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
- Implicit Regularization of Sharpness-Aware Minimization for Scale-Invariant Problems
2024/10/18 by Li, Bingcong, Zhang, Liang, He, Niao · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Heavy Ball Momentum for Conditional Gradient
2021/10/08 by Bingcong Li, Alireza Sadeghi, Li, Bingcong +3 · 1 citation
Mathematics · Engineering · #Gas Dynamics and Kinetic Theory #Sports Dynamics and Biomechanics #Spacecraft Dynamics and Control