Tree-based models have been widely applied in both academic and industrial settings due to the natural interpretability, good predictive accuracy, and high scalability. In this paper, we focus on improving the single-...
Project supported by the National Natural Science Foundation of China(Nos.62101205 and 62101308);the Key Research and Development Program of Hubei Province,China(No.2023BAB061)。
A simultaneously transmitting and reflecting reconfigurable intelligent surface(STAR-RIS)assisted multiuser near-field wideband communication system is investigated,in which a robust deep reinforcement learning(DRL)ba...
supported by the Beijing Municipal Science and Technology Commission under Grant No.Z221100002722009;the National Natural Science Foundation of China under Grant No.62202455;the Youth Innovation Promotion Association of Chinese Academy of Sciences(CAS),the Hunan Provincial Natural Science Foundation of China under Grant No.2023JJ70034;the Science Research Foundation of the CAS-Aier Joint Laboratory on Digital Ophthalmology under Grant No.SZYK202201.
Federated multi-task learning(FMTL)has emerged as a promising framework for learning multiple tasks simultaneously with client-aware personalized models.While the majority of studies have focused on dealing with the n...
The Internet of Medical Things(IoMT)is one of the critical emerging applications of the Internet of Things(IoT).The huge increases in data generation and transmission across distributed networks make security one of t...
Project supported by the National Key Research and Development Program of China (Grant Nos.2022YFF0709103,2022YFA1603601,2021YFF0601203,and 2021YFA1600703);the National Natural Science Foundation of China (Grant No.81430087);the Shanghai Pilot Program for Basic Research-Chinese Academy of Sciences,Shanghai Branch (Grant No.JCYJ-SHFY-2021-010)。
Beam splitting is one of the main approaches to achieving x-ray ghost imaging, and the intensity correlation between diffraction beam and transmission beam will directly affect the imaging quality. In this paper, we i...
Securing digital data from unauthorized access throughout its entire lifecycle has been always a critical concern.A robust data security system should protect the information assets of any organization against cybercr...