50 citations · 389 across the 39 of their papers we have counts for
3 papers · 1 filter
ChamNet: Towards Efficient Network Design through Platform-Aware Model Adaptation
Xiaoliang Dai, Peizhao Zhang, Bichen Wu +10
This paper proposes an efficient neural network (NN) architecture design methodology called Chameleon that honors given resource constraints. Instead of developing new building blo…
Grow and Prune Compact, Fast, and Accurate LSTMs
Xiaoliang Dai, Hongxu Yin, Niraj K. Jha
Long short-term memory (LSTM) has been widely used for sequential data modeling. Researchers have increased LSTM depth by stacking LSTM cells to improve performance. This incurs mo…
PinMe: Tracking a Smartphone User around the World
Arsalan Mosenia, Xiaoliang Dai, Prateek Mittal +1
With the pervasive use of smartphones that sense, collect, and process valuable information about the environment, ensuring location privacy has become one of the most important co…