5 papers
Efficient User Association and Wireless Scheduling with Shorter Time-Scale Rate Adaptation
Xiaoyi Wu, Huacheng Zeng, Bin Li
Rate adaptation is a crucial mechanism in IEEE 802.11 networks and next-generation cellular systems. Since the time scale for rate adaptation is typically much shorter than that fo…
Hybrid Feedback-Guided Optimal Learning for Wireless Interactive Panoramic Scene Delivery
Xiaoyi Wu, Juaren Steiger, Bin Li +1
Immersive applications such as virtual and augmented reality impose stringent requirements on frame rate, latency, and synchronization between physical and virtual environments. To…
On the Regularity and Fairness of Combinatorial Multi-Armed Bandit
Xiaoyi Wu, Bin Li
The combinatorial multi-armed bandit model is designed to maximize cumulative rewards in the presence of uncertainty by activating a subset of arms in each round. This paper is ins…
LLMER: Crafting Interactive Extended Reality Worlds with JSON Data Generated by Large Language Models
Jiangong Chen, Xiaoyi Wu, Tian Lan +1
The integration of Large Language Models (LLMs) like GPT-4 with Extended Reality (XR) technologies offers the potential to build truly immersive XR environments that interact with…
On the Low-Complexity of Fair Learning for Combinatorial Multi-Armed Bandit
Xiaoyi Wu, Bo Ji, Bin Li
Combinatorial Multi-Armed Bandit with fairness constraints is a framework where multiple arms form a super arm and can be pulled in each round under uncertainty to maximize cumulat…