supported by the National Natural Science Foundation of China under Grant Nos.U20A6003 and 62237001;the Guangdong Science and Technology Plan Project under Grant No.2021B1212100004;the Guangdong Natural Science Fund Project under Grant No.2021A1515011243;Guangdong Joint Fund of the National Natural Science Foundation of China underGrant Nos.U1801263and U1701262.
Modifying a code segment may give rise to a consistency issue when the code segment belongs to a clone group comprising closely similar code segments.Recent studies have demonstrated that such consistent changes can i...
supported by the National Natural Science Foundation of China under Grant No.61832005;Jiangsu Collaborative Innovation Center of Novel Software Technology and Industrialization.
Distributed machine learning systems train models via iterative updates between parallel workers and the parameter server.To expedite the transmissions,in-network aggregation of updates along with the packet forwardin...
supported by the National Natural Science Foundation of China under Grant Nos.62102299,62272362,62002288;the Henan Key Laboratory of Network Cryptography Technology under Grant No.LNCT2022-A05,and the Youth Innovation Team of Shaanxi Universities.
Identity-based encryption with equality test(IBEET)is proposed to check whether the underlying messages of ciphertexts,even those encrypted with different public keys,are the same or not without decryption.Since peopl...
supported by the National Natural Science Foundation of China A3 Foresight Program under Grant No.62061146001;the Peking University(PKU)-Nanyang Technological University(NTU)Collaboration Project,the Project funded by China Postdoctoral Science Foundation under Grant No.2021TQo048;the National Natural Science Foundation of China under Grant No.62172394;the Beijing Natural Science Foundation under Grant No.L223034;the Beijing Nova Program,and the Youth Innovation Promotion Association of Chinese Academy of Sciences under Grant No.2020109.
Monitoring respiration is an important component of personal health care.Though recent developments in Wi-Fi sensing offer a potential tool to achieve contact-free respiration monitoring,existing proposals for Wi-Fi-b...
supported by the National Key Research and Development Program of China under Grant No.2021YFA1003003;the National Natural Science Foundation of China under Grant Nos.61936002 and T2225012.
The long-tailed data distribution poses an enormous challenge for training neural networks in classification.A classification network can be decoupled into a feature extractor and a classifier.This paper takes a semi-...
supported by the National Natural Science Foundation of China under Grant Nos.62032005,62372108,and 6197-2094。
Attribute-based encryption(ABE)is a type of encryption derived from identity-based encryption,implementing access control over encrypted data based on attributes rather than on specific identities.SM9 is the Chinese n...
supported by the National Key Research and Develpment Program of China under Grant No.2022YFA1304603;the NSERC(Natural Sciences and Engineering Research Council)Discovery of Canada under Grant No.OGP0046506,and KillamPrize.
As we celebrate the success of AI,it is necessary to investigate the boundaries of AI,a la Karl Popper,so that our society does not fall for misleading commercial claims,and prevent dangers of misusing AI.We chat with...
supported by the National Natural Science Foundation of China under Grant Nos.61925208,U22A2028,62302483,62222214,62341411,62102399,and 62372436;the Chinese Academy of Sciences(CAS)Project for Young Scientists in Basic Research under Grant No.YSBR-029;the Youth Innovation Promotion Association of CAS,and Xplore Prize.
In this paper,we present a comprehensive overview of artificial intelligence(AI)computing systems for large language models(LLMs)training.The rapid advancement of LLMs in recent years,coupled with the widespread adopt...