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 National Key R&D Program of China(No.2019YFB1405900);the National Natural Science Foundation of China(No.62172035,61976098)。
Although most of the existing image super-resolution(SR)methods have achieved superior performance,contrastive learning for high-level tasks has not been fully utilized in the existing image SR methods based on deep l...
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...
supported by National Natural Science Foundation of China(Grant No.62372173)。
In recent years,the data-driven electricity theft detection methods integrated with edge cloud computing[1,2]have not only demonstrated superior detection accuracy but also improved efficiency,making them viable alter...
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...
supported by the National Science Centre,Poland[grant number UMO-2018/31/D/HS6/02770];the Norwegian Research Council[grant number 235490].
Geodashboards are often designed with explanatory elements guiding users.These elements(e.g.legends or annotations)need to be carefully designed to mitigate split attention or information integration issues.In this pa...