2 papers
cs.LG2025
PEARL: Peer-Enhanced Adaptive Radio via On-Device LLM
Ju-Hyung Lee, Yanqing Lu, Klaus Doppler
We present PEARL (Peer-Enhanced Adaptive Radio via On-Device LLM), a framework for cooperative cross-layer optimization in device-to-device (D2D) communication. Building on our pre…
cs.LG2025
On-Device LLM for Context-Aware Wi-Fi Roaming
Ju-Hyung Lee, Yanqing Lu, Klaus Doppler
Roaming in Wireless LAN (Wi-Fi) is a critical yet challenging task for maintaining seamless connectivity in dynamic mobile environments. Conventional threshold-based or heuristic s…