119 citations · 325 across the 15 of their papers we have counts for
5 papers · 1 filter
Federated Learning via Over-the-Air Computation
Kai Yang, Tao Jiang, Yuanming Shi +1
The stringent requirements for low-latency and privacy of the emerging high-stake applications with intelligent devices such as drones and smart vehicles make the cloud computing i…
Generalized Low-Rank Optimization for Topological Cooperation in Ultra-Dense Networks
Kai Yang, Yuanming Shi, Zhi Ding
Network densification is a natural way to support dense mobile applications under stringent requirements, such as ultra-low latency, ultra-high data rate, and massive connecting de…
Data Shuffling in Wireless Distributed Computing via Low-Rank Optimization
Kai Yang, Yuanming Shi, Zhi Ding
Intelligent mobile platforms such as smart vehicles and drones have recently become the focus of attention for onboard deployment of machine learning mechanisms to enable low laten…
Active Learning for Wireless IoT Intrusion Detection
Kai Yang, Jie Ren, Yanqiao Zhu +1
Internet of Things (IoT) is becoming truly ubiquitous in our everyday life, but it also faces unique security challenges. Intrusion detection is critical for the security and safet…
Blind Demixing for Low-Latency Communication
Jialin Dong, Kai Yang, Yuanming Shi
In the next generation wireless networks, lowlatency communication is critical to support emerging diversified applications, e.g., Tactile Internet and Virtual Reality. In this pap…