Hanfei Geng — accepted AI-conference papers

2025

Data Center Cooling System Optimization Using Offline Reinforcement Learning

Xianyuan Zhan, Xiangyu Zhu, Peng Cheng, Xiao Hu, Ziteng He, Hanfei Geng +7

ICLR 2025poster

The recent advances in information technology and artificial intelligence have fueled a rapid expansion of the data center (DC) industry worldwide, accompanied by an immense appetite for electricity to power the DCs. In a typical DC, around 30-40% of the energy is spent on the cooling system rather…

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2020

Low-Complexity Fixed-Point Convolutional Neural Networks For Automatic Target Recognition

Hassan Dbouk, Hanfei Geng, Craig M. Vineyard, Naresh R. Shanbhag

ICASSP 2020accepted

There has been growing interest in developing neural network based automatic target recognition systems for synthetic aperture radar applications. However, these networks are typically complex in terms of storage and computation which inhibits their deployment in the field, where such resources are…

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