Chenhui Liu — 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

SPARE3D: A Dataset for SPAtial REasoning on Three-View Line Drawings

Wenyu Han, Siyuan Xiang, Chenhui Liu, Ruoyu Wang, Chen Feng

CVPR 2020poster

Spatial reasoning is an important component of human intelligence. We can imagine the shapes of 3D objects and reason about their spatial relations by merely looking at their three-view line drawings in 2D, with different levels of competence. Can deep networks be trained to perform spatial reasonin…

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