Keqin Liu

1. Indexability of Restless Bandit Problems and Optimality of Whittle's Index for Dynamic Multichannel Access
   2008/10/26 by Keqin Liu, Qing Zhao, Liu, Keqin +1 · 13 citations
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Advanced Wireless Network Optimization #Cognitive Radio Networks and Spectrum Sensing #FOS: Computer and information sciences #Information Theory (cs.IT)
2. Deterministic Sequencing of Exploration and Exploitation for Multi-Armed Bandit Problems
   2011/06/30 by Sattar Vakili, Keqin Liu, Vakili, Sattar +3 · 2 citations
   Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Reinforcement Learning in Robotics #Optimization and Search Problems
3. A Class of Ring-like Objects
   2004/11/26 by Keqin Liu, Liu, Keqin · 1 citation
   Mathematics · #20N99 #FOS: Mathematics #Rings and Algebras (math.RA) #math.RA #msc:20N99
4. Temperature Balancing, Layer-wise Weight Analysis, and Neural Network Training
   2023/12/01 by Yefan Zhou, Tianyu Pang, Zhou, Yefan +9 · 2 citations
   Computer Science · Materials Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science
5. Efficient Algorithm Design of Dynamic Spectrum Access by Whittle Index
   2024/12/31 by Keqin Liu, Liu, Keqin, Jia, Qizhen +4 · 1 citation
   Computer Science · Engineering · #FOS: Mathematics #Optimization and Control (math.OC) #PAPR reduction in OFDM #Wireless Communication Networks Research #graph theory and CDMA systems
6. Basic Zero Divisor Mathematics (I)
   2026/07/21 by Keqin Liu
   #math.RA