Xiaodong Li

1. Robust principal component analysis?
   2011/05/01 by Emmanuel J. Candès, Xiaodong Li, Yi Ma +1 · 380 citations
   Engineering · Computer Science · Mathematics · #Sparse and Compressive Sensing Techniques #Face and Expression Recognition #Mathematical Inequalities and Applications
2. Phase Retrieval via Wirtinger Flow: Theory and Algorithms
   2015/02/03 by Emmanuel J. Candès, Xiaodong Li, Mahdi Soltanolkotabi · 63 citations
   Physics and Astronomy · Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced X-ray Imaging Techniques #Advanced Electron Microscopy Techniques and Applications #Optical measurement and interference techniques
3. Robust Principal Component Analysis?
   2009/12/18 by Emmanuel J. Candès, Candes, Emmanuel J., Xiaodong Li +5 · 54 citations
   Engineering · #FOS: Computer and information sciences #Information Theory (cs.IT) #Sparse and Compressive Sensing Techniques
4. Stable Principal Component Pursuit
   2010/01/14 by Zihan Zhou, Zhou, Zihan, Xiaodong Li +7 · 11 citations
   Computer Science · Engineering · Physics and Astronomy · #Blind Source Separation Techniques #FOS: Computer and information sciences #Information Theory (cs.IT) #Random lasers and scattering media #Sparse and Compressive Sensing Techniques
5. Structure, biochemistry, and biology of PAK kinases
   2016/12/19 by Rakesh Kumar, Rahul Sanawar, Xiaodong Li +1 · 7 citations
   Biochemistry, Genetics and Molecular Biology · #Cell death mechanisms and regulation #Melanoma and MAPK Pathways #Protein Kinase Regulation and GTPase Signaling
6. Sparse Signal Recovery from Quadratic Measurements via Convex Programming
   2012/09/21 by Xiaodong Li, Vladislav Voroninski, Li, Xiaodong +1 · 6 citations
   Engineering · Medicine · #Advanced MRI Techniques and Applications #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Microwave Imaging and Scattering Analysis #Numerical Analysis (math.NA) #Sparse and Compressive Sensing Techniques
7. Rapid, robust, and reliable blind deconvolution via nonconvex optimization
   2018/02/02 by Xiaodong Li, Shuyang Ling, Thomas Strohmer +1 · 7 citations
   Computer Science · Engineering · #Blind Source Separation Techniques #Photoacoustic and Ultrasonic Imaging #Sparse and Compressive Sensing Techniques
8. Embedding and Beamforming: All-neural Causal Beamformer for Multichannel Speech Enhancement
   2021/09/01 by Andong Li, Wenzhe Liu, Li, Andong +5 · 5 citations
   Computer Science · Engineering · #Speech and Audio Processing #Advanced Adaptive Filtering Techniques #Structural Health Monitoring Techniques
9. Enhancing Column Generation by a Machine-Learning-Based Pricing Heuristic for Graph Coloring
   2021/12/08 by Yunzhuang Shen, Shen, Yunzhuang, Yuan Sun +7 · 3 citations
   Computer Science · Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Optimization and Control (math.OC) #Scheduling and Timetabling Solutions #Vehicle Routing Optimization Methods
10. Subspace Perspective on Canonical Correlation Analysis: Dimension Reduction and Minimax Rates
    2016/05/12 by Zhuang Ma, Xiaodong Li, Ma, Zhuang +1 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #FOS: Mathematics #Face and Expression Recognition #Gene expression and cancer classification #Machine Learning (stat.ML) #Statistics Theory (math.ST)
11. When Do Birds of a Feather Flock Together? k-Means, Proximity, and Conic Programming
    2017/10/16 by Xiaodong Li, Yang Li, Li, Xiaodong +7 · 2 citations
    Computer Science · #90C90 #Bayesian Methods and Mixture Models #Bayesian Modeling and Causal Inference #FOS: Mathematics #Machine Learning and Algorithms #Optimization and Control (math.OC) #Statistics Theory (math.ST)
12. Independence of topological surface state and bulk conductances in three-dimensional topological insulators
    2018/07/05 by Shu Cai, Jing Guo, Cai, Shu +27 · 2 citations
    Materials Science · Physics and Astronomy · #Diamond and Carbon-based Materials Research #FOS: Physical sciences #Graphene research and applications #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Strongly Correlated Electrons (cond-mat.str-el) #Topological Materials and Phenomena
13. Taylor, Can You Hear Me Now? A Taylor-Unfolding Framework for Monaural Speech Enhancement
    2022/04/30 by Andong Li, Li, Andong, Shan You +7 · 2 citations
    Computer Science · Engineering · #Advanced Adaptive Filtering Techniques #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
14. Dense Error Correction for Low-Rank Matrices via Principal Component Pursuit
    2010/01/14 by Arvind Ganesh, John Wright, Ganesh, Arvind +7 · 1 citation
    Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #Information Theory (cs.IT) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
15. Convexified Modularity Maximization for Degree-corrected Stochastic Block Models
    2015/12/28 by Yudong Chen, Xiaodong Li, Chen, Yudong +3 · 1 citation
    Computer Science · Physics and Astronomy · Social Sciences · #Advanced Clustering Algorithms Research #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Mathematics #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI) #Statistics Theory (math.ST)
16. Model-free Nonconvex Matrix Completion: Local Minima Analysis and Applications in Memory-efficient Kernel PCA
    2017/11/06 by Ji Chen, Chen, Ji, Xiaodong Li +1 · 1 citation
    Computer Science · Engineering · #Advanced Image Processing Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
17. Release of Interface Confined Water Significantly Improves Dentin Bonding
    2023/04/08 by Mengqi Pan, M. Pan, ZhiTing Li +16 · 3 citations
    Dentistry · Earth and Planetary Sciences · #Dental materials and restorations #Dental Erosion and Treatment #Building materials and conservation
18. ICASSP 2021 Deep Noise Suppression Challenge: Decoupling Magnitude and Phase Optimization with a Two-Stage Deep Network
    2021/02/08 by Andong Li, Wenzhe Liu, Li, Andong +7 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
19. Two Heads Are Better Than One: A Two-Stage Approach for Monaural Noise Reduction in the Complex Domain
    2020/11/03 by Andong Li, Li, Andong, Chengshi Zheng +5 · 2 citations
    Computer Science · Engineering · #Advanced Adaptive Filtering Techniques #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
20. Boosting Ant Colony Optimization via Solution Prediction and Machine Learning
    2020/07/29 by Yuan Sun, Sheng Wang, Sun, Yuan +9 · 1 citation
    Computer Science · Engineering · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE) #Vehicle Routing Optimization Methods
21. SOTOPIA-Ω: Dynamic Strategy Injection Learning and Social Instruction Following Evaluation for Social Agents
    2025/02/21 by Tianyun Liu, Zhang, Wenyuan, Liu, Tianyun +6 · 4 citations
    Computer Science · Psychology · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Mental Health Research Topics #Reinforcement Learning in Robotics
22. Learning Primal Heuristics for Mixed Integer Programs
    2021/07/02 by Yunzhuang Shen, Yuan Sun, Shen, Yunzhuang +5 · 1 citation
    Computer Science · Engineering · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Optimization and Control (math.OC) #Vehicle Routing Optimization Methods
23. Focusing on Persons: Colorizing Old Images Learning from Modern Historical Movies
    2021/08/14 by Xin Jin, Zhonglan Li, Jin, Xin +15 · 1 citation
    Social Sciences · Arts and Humanities · #Italian Fascism and Post-war Society #Educator Training and Historical Pedagogy #Oral History, Memory, Narrative Analysis
24. Dynamic global warming impact assessment integrating temporal variables: Application to a residential building in China
    2021/02/23 by Shu Su, Chen Zhu, Xiaodong Li +1 · 1 citation
    Engineering · Environmental Science · #Building Energy and Comfort Optimization #Environmental Impact and Sustainability #Sustainable Building Design and Assessment
25. A Cu3BHT-Graphene van der Waals Heterostructure with Strong Interlayer Coupling
    2023/06/26 by Zhiyong Wang, Shuai Fu, Wang, Zhiyong +41 · 1 citation
    Materials Science · Physics and Astronomy · #2D Materials and Applications #Applied Physics (physics.app-ph) #FOS: Physical sciences #Graphene research and applications #Quantum and electron transport phenomena
26. Adaptive Stabilization Based on Machine Learning for Column Generation
    2024/05/18 by Yunzhuang Shen, Shen, Yunzhuang, Yuan Sun +9 · 1 citation
    Computer Science · Engineering · #Advanced Algorithms and Applications #Advanced Computational Techniques and Applications #Advanced Decision-Making Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC)
27. Machine Learning-Enhanced Ant Colony Optimization for Column Generation
    2024/04/23 by Hongjie Xu, Yunzhuang Shen, Xu, Hongjie +5 · 1 citation
    Computer Science · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE) #Optimization and Control (math.OC)
28. Neural Vocoders as Speech Enhancers
    2025/01/23 by Andong Li, Li, Andong, Zhihang Sun +7 · 3 citations
    Computer Science · Psychology · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Language Development and Disorders #Phonetics and Phonology Research #Sound (cs.SD) #Speech and dialogue systems #electronic engineering #information engineering
29. Towards Privacy-Preserving Federated Prompt Tuning under Data Heterogeneity: A Subspace-Decomposed Expert Approach
    2026/07/23 by Yuhua Wang, Xiaodong Li, Yihao Guo +6
    #cs.CV