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Luo, Zhi-Quan

  1. XXt Can Be Faster
    2025/05/14 by Dmitry Rybin, Yushun Zhang, Rybin, Dmitry +3 · 14 voices
    #cs.DS #cs.AI #cs.LG #cs.SC
  2. A Unified Convergence Analysis of Block Successive Minimization Methods for Nonsmooth Optimization
    2012/09/11 by Meisam Razaviyayn, Razaviyayn, Meisam, Mingyi Hong +3 · 30 citations
    Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  3. ReMax: A Simple, Effective, and Efficient Reinforcement Learning Method for Aligning Large Language Models
    2023/10/16 by Ziniu Li, Tian Xu, Li, Ziniu +10 · 70 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  4. Convergence Analysis of Alternating Direction Method of Multipliers for a Family of Nonconvex Problems
    2014/10/06 by Mingyi Hong, Hong, Mingyi, Zhi‐Quan Luo +3 · 26 citations
    Computer Science · Engineering · #Advanced Adaptive Filtering Techniques #Direction-of-Arrival Estimation Techniques #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
  5. On the Linear Convergence of the Alternating Direction Method of Multipliers
    2012/08/20 by Mingyi Hong, Zhi‐Quan Luo, Hong, Mingyi +1 · 20 citations
    Computer Science · Engineering · #49 #90 #Advanced Adaptive Filtering Techniques #Direction-of-Arrival Estimation Techniques #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Statistics Theory (math.ST)
  6. Intelligent Surfaces Empowered Wireless Network: Recent Advances and The Road to 6G
    2023/12/28 by Qingqing Wu, Wu, Qingqing, Beixiong Zheng +25 · 39 citations
    Engineering · #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
  7. Adam-mini: Use Fewer Learning Rates To Gain More
    2024/06/24 by Yushun Zhang, Congliang Chen, Zhang, Yushun +14 · 40 citations
    Computer Science · Engineering · #Advanced Adaptive Filtering Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing
  8. Iteration Complexity Analysis of Block Coordinate Descent Methods
    2013/10/25 by Mingyi Hong, Xiangfeng Wang, Hong, Mingyi +5 · 16 citations
    Engineering · Computer Science · Mathematics · #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Advanced Optimization Algorithms Research
  9. Adam Can Converge Without Any Modification On Update Rules
    2022/08/20 by Yushun Zhang, Congliang Chen, Zhang, Yushun +7 · 18 citations
    Computer Science · Mathematics · Physics and Astronomy · #Stochastic Gradient Optimization Techniques #Markov Chains and Monte Carlo Methods #Statistical Mechanics and Entropy
  10. Why Transformers Need Adam: A Hessian Perspective
    2024/02/26 by Yushun Zhang, Zhang, Yushun, Congliang Chen +9 · 26 citations
    Physics and Astronomy · #Space Science and Extraterrestrial Life
  11. A Single-Loop Smoothed Gradient Descent-Ascent Algorithm for Nonconvex-Concave Min-Max Problems
    2020/10/29 by Jiawei Zhang, Peijun Xiao, Zhang, Jiawei +5 · 16 citations
    Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Domain Adaptation and Few-Shot Learning
  12. Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation
    2022/05/01 by Meng, Qingyan, Xiao, Mingqing, Yan, Shen +3 · 15 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  13. Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks
    2023/02/28 by Meng, Qingyan, Xiao, Mingqing, Yan, Shen +3 · 17 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  14. TeleQnA: A Benchmark Dataset to Assess Large Language Models Telecommunications Knowledge
    2023/10/23 by Ali Maatouk, Fadhel Ayed, Maatouk, Ali +9 · 15 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  15. Preserving Diversity in Supervised Fine-Tuning of Large Language Models
    2024/08/29 by Ziniu Li, Congliang Chen, Li, Ziniu +11 · 21 citations
    Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Magnetic confinement fusion research
  16. A Unified Algorithmic Framework for Block-Structured Optimization Involving Big Data
    2015/11/09 by Hong, Mingyi, Razaviyayn, Meisam, Luo, Zhi-Quan +1 · 5 citations
    #FOS: Mathematics #Optimization and Control (math.OC)
  17. Transfer Learning and Meta Learning Based Fast Downlink Beamforming Adaptation
    2020/11/02 by Yuan, Yi, Zheng, Gan, Wong, Kai-Kit +2 · 5 citations
    #FOS: Computer and information sciences #Information Theory (cs.IT)
  18. A Proximal Alternating Direction Method of Multiplier for Linearly Constrained Nonconvex Minimization
    2018/12/26 by Jiawei Zhang, Zhang, Jiawei, Zhi‐Quan Luo +1 · 5 citations
    Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Numerical methods in inverse problems #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
  19. Stability Analysis and Generalization Bounds of Adversarial Training
    2022/10/03 by Jiancong Xiao, Xiao, Jiancong, Yanbo Fan +7 · 5 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning
  20. A Block Successive Upper Bound Minimization Method of Multipliers for Linearly Constrained Convex Optimization
    2014/01/28 by Hong, Mingyi, Chang, Tsung-Hui, Wang, Xiangfeng +3 · 2 citations
    #FOS: Mathematics #Optimization and Control (math.OC)
  21. Parallel Successive Convex Approximation for Nonsmooth Nonconvex Optimization
    2014/06/13 by Razaviyayn, Meisam, Hong, Mingyi, Luo, Zhi-Quan +1 · 2 citations
    #FOS: Mathematics #Optimization and Control (math.OC)
  22. Adversarial Rademacher Complexity of Deep Neural Networks
    2022/11/27 by Jiancong Xiao, Xiao, Jiancong, Yanbo Fan +5 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications
  23. Provably Efficient Adversarial Imitation Learning with Unknown Transitions
    2023/06/11 by Xu Tian, Xu, Tian, Ziniu Li +5 · 3 citations
    Computer Science · #Reinforcement Learning in Robotics #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI)
  24. A Physics-based and Data-driven Approach for Localized Statistical Channel Modeling
    2023/03/04 by Shutao Zhang, Zhang, Shutao, Xinzhi Ning +9 · 4 citations
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #Direction-of-Arrival Estimation Techniques #FOS: Electrical engineering #Millimeter-Wave Propagation and Modeling #Signal Processing (eess.SP) #electronic engineering #information engineering
  25. Provable Adaptivity of Adam under Non-uniform Smoothness
    2022/08/21 by Bohan Wang, Wang, Bohan, Yushun Zhang +13 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
  26. Linear Transceiver Design for a MIMO Interfering Broadcast Channel Achieving Max-Min Fairness
    2012/08/31 by Meisam Razaviyayn, Razaviyayn, Meisam, Mingyi Hong +3 · 1 citation
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Network Optimization #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Information Theory (cs.IT)
  27. Solving Multiple-Block Separable Convex Minimization Problems Using Two-Block Alternating Direction Method of Multipliers
    2013/08/24 by Wang, Xiangfeng, Hong, Mingyi, Ma, Shiqian +1 · 1 citation
    #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
  28. Parallel Direction Method of Multipliers
    2014/06/16 by Huahua Wang, Wang, Huahua, Arindam Banerjee +3 · 1 citation
    Computer Science · Engineering · #Direction-of-Arrival Estimation Techniques #FOS: Mathematics #Indoor and Outdoor Localization Technologies #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
  29. Understanding Adversarial Imitation Learning in Small Sample Regime: A Stage-coupled Analysis
    2022/08/03 by Xu Tian, Xu, Tian, Ziniu Li +5 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  30. Network Slicing for Service-Oriented Networks with Flexible Routing and Guaranteed E2E Latency
    2020/02/18 by Wei‐Kun Chen, Ya‐Feng Liu, Chen, Wei-Kun +5 · 1 citation
    Computer Science · #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Information Theory (cs.IT) #Network Security and Intrusion Detection #Networking and Internet Architecture (cs.NI) #Optimization and Control (math.OC) #Signal Processing (eess.SP) #Software System Performance and Reliability #Software-Defined Networks and 5G #electronic engineering #information engineering
  31. Blind Beamforming for Coverage Enhancement with Intelligent Reflecting Surface
    2024/07/17 by Fan Xu, Jiawei Yao, Xu, Fan +11 · 4 citations
    Engineering · #Antenna Design and Analysis #Antenna Design and Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
  32. Adaptive Smoothness-weighted Adversarial Training for Multiple Perturbations with Its Stability Analysis
    2022/10/02 by Jiancong Xiao, Zeyu Qin, Xiao, Jiancong +9 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  33. Bridging Distributional and Risk-sensitive Reinforcement Learning with Provable Regret Bounds
    2022/10/25 by Hao Liang, Liang, Hao, Zhi‐Quan Luo +1 · 1 citation
    Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Smart Grid Energy Management
  34. Joint Base Station Clustering and Beamformer Design for Partial Coordinated Transmission in Heterogenous Networks
    2012/03/28 by Mingyi Hong, Hong, Mingyi, Ruoyu Sun +5 · 1 citation
    Engineering · #Advanced MIMO Systems Optimization #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #Information Theory (cs.IT) #Millimeter-Wave Propagation and Modeling
  35. Understanding Adversarial Robustness Against On-manifold Adversarial Examples
    2022/10/02 by Jiancong Xiao, Xiao, Jiancong, Liusha Yang +7 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  36. Efficient-Adam: Communication-Efficient Distributed Adam
    2022/05/28 by Congliang Chen, Chen, Congliang, Li Shen +5 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Parallel #Stochastic Gradient Optimization Techniques #Visual Attention and Saliency Detection #and Cluster Computing (cs.DC)
  37. Analysis of Optimal Thresholding Algorithms for Compressed Sensing
    2019/12/21 by Yun-Bin Zhao, Zhi‐Quan Luo, Zhao, Yun-Bin +1 · 1 citation
    Engineering · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Microwave Imaging and Scattering Analysis #Optimization and Control (math.OC) #Random lasers and scattering media #Sparse and Compressive Sensing Techniques
  38. Dynamic Orthogonal Matching Pursuit for Sparse Data Reconstruction
    2021/08/23 by Yun-Bin Zhao, Zhi‐Quan Luo, Zhao, Yun-Bin +1 · 1 citation
    Engineering · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Photoacoustic and Ultrasonic Imaging #Random lasers and scattering media #Sparse and Compressive Sensing Techniques
  39. ROS: A GNN-based Relax-Optimize-and-Sample Framework for Max-k-Cut Problems
    2024/12/06 by Qiu, Yeqing, Xue, Ye, Wang, Akang +3 · 1 citation
    #FOS: Mathematics #Optimization and Control (math.OC)