3 citations · 3 across the 1 of their papers we have counts for
2 papers
cs.LG2026★ 3 cited
Understanding Large Language Models in Your Pockets: Performance Study on COTS Mobile Devices
Jie Xiao, Qianyi Huang, Xu Chen +1
As large language models (LLMs) increasingly integrate into every aspect of our work and daily lives, there are growing concerns about user privacy, which push the trend toward loc…
cs.LG2024
Online Resource Allocation for Edge Intelligence with Colocated Model Retraining and Inference
Huaiguang Cai, Zhi Zhou, Qianyi Huang
With edge intelligence, AI models are increasingly pushed to the edge to serve ubiquitous users. However, due to the drift of model, data, and task, AI model deployed at the edge s…