Kin K. Leung
- Adaptive Federated Learning in Resource Constrained Edge Computing Systems
2018/04/14 by Shiqiang Wang, Tiffany Tuor, Wang, Shiqiang +11 · 43 citations
Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Machine Learning and ELM
- Adaptive Federated Learning in Resource Constrained Edge Computing Systems
2019/06/01 by Shiqiang Wang, Tiffany Tuor, Theodoros Salonidis +4 · 40 citations
- A Survey of Indoor Localization Systems and Technologies
2017/09/04 by Faheem Zafari, Zafari, Faheem, Athanasios Gkelias +3 · 33 citations
Engineering · #FOS: Computer and information sciences #Indoor and Outdoor Localization Technologies #Networking and Internet Architecture (cs.NI) #Radio Wave Propagation Studies #Underwater Vehicles and Communication Systems
- Model Pruning Enables Efficient Federated Learning on Edge Devices
2019/09/26 by Yuang Jiang, Jiang, Yuang, Shiqiang Wang +11 · 27 citations
Computer Science · Social Sciences · #Distributed #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- Adaptive Gradient Sparsification for Efficient Federated Learning: An Online Learning Approach
2020/01/14 by Pengchao Han, Shiqiang Wang, Han, Pengchao +3 · 15 citations
Computer Science · #Distributed #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- AdaptSFL: Adaptive Split Federated Learning in Resource-constrained Edge Networks
2024/03/19 by Zheng Lin, Guanqiao Qu, Lin, Zheng +7 · 18 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques #and Cluster Computing (cs.DC)
- Energy-Efficient Resource Management for Federated Edge Learning with CPU-GPU Heterogeneous Computing
2020/07/14 by Qunsong Zeng, Zeng, Qunsong, Yuqing Du +5 · 7 citations
Computer Science · #Age of Information Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #Stochastic Gradient Optimization Techniques #electronic engineering #information engineering
- Quantum-Train-Based Distributed Multi-Agent Reinforcement Learning
2024/12/12 by Kuan‐Cheng Chen, Samuel Yen-Chi Chen, Chen, Kuan-Cheng +5 · 12 citations
Computer Science · #Neural Networks and Reservoir Computing #Quantum Information and Cryptography
- DQ Scheduler: Deep Reinforcement Learning Based Controller Synchronization in Distributed SDN
2018/12/03 by Ziyao Zhang, Zhang, Ziyao, Liang Ma +7 · 1 citation
Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Quantum-Dot Cellular Automata #Software-Defined Networks and 5G
- MACS: Deep Reinforcement Learning based SDN Controller Synchronization Policy Design
2019/09/19 by Ziyao Zhang, Zhang, Ziyao, Liang Ma +9 · 1 citation
Computer Science · Engineering · #Advanced Memory and Neural Computing #Cloud Computing and Resource Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Software-Defined Networks and 5G
- Let's Share: A Game-Theoretic Framework for Resource Sharing in Mobile Edge Clouds
2020/01/02 by Faheem Zafari, Kin K. Leung, Zafari, Faheem +9 · 1 citation
Computer Science · #Blockchain Technology Applications and Security #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Mobile Crowdsensing and Crowdsourcing #Multiagent Systems (cs.MA) #Networking and Internet Architecture (cs.NI) #Parallel #and Cluster Computing (cs.DC)
- State Action Separable Reinforcement Learning
2020/06/05 by Ziyao Zhang, Liang Ma, Zhang, Ziyao +7 · 1 citation
Computer Science · Business, Management and Accounting · #Reinforcement Learning in Robotics #Data Stream Mining Techniques #Supply Chain and Inventory Management
- Learning the Optimal Synchronization Rates in Distributed SDN Control\n Architectures
2019/01/25 by Konstantinos Poularakis, Qiaofeng Qin, Poularakis, Konstantinos +9 · 1 citation
Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Optical Network Technologies #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Quantum-Dot Cellular Automata #Software-Defined Networks and 5G
- Resource-Efficient Compilation of Distributed Quantum Circuits for Solving Large-Scale Wireless Communication Network Problems
2025/01/17 by Kuan‐Cheng Chen, Felix Burt, Chen, Kuan-Cheng +9 · 3 citations
Computer Science · #Quantum Computing Algorithms and Architecture #Cloud Computing and Resource Management
- Entanglement-Efficient Distribution of Quantum Circuits over Large-Scale Quantum Networks
2025/07/21 by Felix Burt, Burt, Felix, Kuan‐Cheng Chen +3 · 1 citation
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum Mechanics and Applications #Quantum Information and Cryptography
- Wireless Network Coding with Imperfect Overhearing
2010/03/22 by Haishi Ning, Cong Ling, Ning, Haishi +3 · 1 citation
Computer Science · Engineering · #Advanced Wireless Communication Technologies #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Information Theory (cs.IT) #Wireless Communication Security Techniques