2 papers
cs.LG2026
Planning with Language and Generative Models: Toward General Reward-Guided Wireless Network Design
Chenyang Yuan, Xiaoyuan Cheng
Intelligent access point (AP) deployment remains challenging in next-generation wireless networks due to complex indoor geometries and signal propagation. We firstly benchmark gene…
eess.SY2025
From Embedding to Control: Representations for Stochastic Multi-Object Systems
Xiaoyuan Cheng, Yiming Yang, Wei Jiang +3
This paper studies how to achieve accurate modeling and effective control in stochastic nonlinear dynamics with multiple interacting objects. However, non-uniform interactions and…