Reliability-Aware and Deadline-Constrained Mobile Service Composition Over Opportunistic Networks

Qinglan Peng, Yunni Xia*, MengChu Zhou, Xin Luo, Shu Wang, Yuandou Wang, Chunrong Wu, Shanchen Pang, Mingwei Lin. (*Corresponding author)IEEE Transactions on Automation Science and Engineering An opportunistic link between two mobile devices or nodes can be constructed when they are within each other’s communication range. Typically, cyber–physical environments consist of a number of mobile d...

Just Noticeable Distortion-Based Perceptual Rate Control in HEVC

​Mingliang Zhou*, Xuekai Wei, Sam Kwong, Fellow*, IEEE, Weijia Jia, Fellow, IEEE, and Bin Fang. Just Noticeable Distortion-Based Perceptual Rate Control in HEVC, IEEE Transactions on Image Processing, 2020, 29: 7603-7614. (* corresponding author) About Transactions on Image Processing This paper proposes a just noticeable distortion (JND)-based perceptual rate control method for high efficienc...

Fog Computing Empowered Data Dissemination in Software Defined Heterogeneous VANETs

Kai Liu*, Ke Xiao, Penglin dai, Victor Lee, Songtao Guo, Jiannong Cao（*corresponding author）IEEE Transactions on Mobile Computing (TMC) This paper makes the first effort on proposing a fog computing empowered architecture together with a dedicated scheduling algorithm for data dissemination in software defined heterogeneous vehicular ad-hoc networks (VANETs). Specifically, the architecture su...

Pointwise Binary Classification with Pairwise Confidence Comparisons

​Lei Feng*, Senlin Shu, Nan Lu, Bo Han, Miao Xu, Gang Niu, Bo An, Masashi Sugiyama. (*Corresponding author)Proceedings of the 38th International Conference on Machine Learning (ICML'21). To alleviate the data requirement for training effective binary classifiers in binary classification, many weakly supervised learning settings have been proposed. Among them, some consider using pairwise but n...