24 citations · 39 across the 14 of their papers we have counts for
14 papers
Monotonic Neural Network: combining Deep Learning with Domain Knowledge for Chiller Plants Energy Optimization
Fanhe Ma, Faen Zhang, Shenglan Ben +4
In this paper, we are interested in building a domain knowledge based deep learning framework to solve the chiller plants energy optimization problems. Compared to the hotspot appl…
Zero-Shot Instance Segmentation
Ye Zheng, Jiahong Wu, Yongqiang Qin +2
Deep learning has significantly improved the precision of instance segmentation with abundant labeled data. However, in many areas like medical and manufacturing, collecting suffic…
Deep Learning in the Era of Edge Computing: Challenges and Opportunities
Mi Zhang, Faen Zhang, Nicholas D. Lane +5
The era of edge computing has arrived. Although the Internet is the backbone of edge computing, its true value lies at the intersection of gathering data from sensors and extractin…
AinnoSeg: Panoramic Segmentation with High Perfomance
Jiahong Wu, Jianfei Lu, Xinxin Kang +7
Panoramic segmentation is a scene where image segmentation tasks is more difficult. With the development of CNN networks, panoramic segmentation tasks have been sufficiently develo…
Provenance-based Classification Policy based on Encrypted Search
Xinyu Fan, Faen Zhang, Jiahong Wu +1
As an important type of cloud data, digital provenance is arousing increasing attention on improving system performance. Currently, provenance has been employed to provide cues reg…
A fine-grained policy model for Provenance-based Access Control and Policy Algebras.pdf
Xinyu Fan, Faen Zhang, Jianfei Song +2
A fine-grained provenance-based access control policy model is proposed in this paper, in order to improve the express performance of existing model. This method employs provenance…