ChatGPT,a popular large language model developed by OpenAI,has the potential to transform the management of diabetes mellitus.It is a conversational artificial intelligence model trained on extensive datasets,although...
This study presents a comparative analysis of a complex SQL benchmark, TPC-DS, with two existing text-to-SQL benchmarks, BIRD and Spider. Our findings reveal that TPC-DS queries exhibit a significantly higher level of...
supported by the“Human Resources Program in Energy Technology”of the Korea Institute of Energy Technology Evaluation and Planning(KETEP)and granted financial resources from the Ministry of Trade,Industry,and Energy,Korea(No.20204010600090).
This research aims to enhance Clinical Decision Support Systems(CDSS)within Wireless Body Area Networks(WBANs)by leveraging advanced machine learning techniques.Specifically,we target the challenges of accurate diagno...
supported by National Natural Science Foundation of China under Grant No.72131001
In the era of abundant location-based data,an increasing number of mobile users seek access to timely local information tailored to their individual interests.Consequently,the development of an efficient publish/subsc...
financed by the French government IDEX-ISITE initiative 16-IDEX-0001(CAP 20-25);the PhD is funded by the European Regional Development Fund(FEDER).
Recent advances in big and streaming data systems have enabled real-time analysis of data generated by Internet of Things(IoT)systems and sensors in various domains.In this context,many applications require integratin...
supported by the National Natural Science Foundation of China(Grant Nos.61932004 and 62072205).
Reachability query plays a vital role in many graph analysis tasks.Previous researches proposed many methods to efficiently answer reachability queries between vertex pairs.Since many real graphs are labeled graph,it ...
supported in part by the National Key Research and Development Program of China(2020YFA0712300);in part by the National Natural Science Foundation of China(Grant Nos.62172162,62132005);in part by the Shanghai Trusted Industry Internet Software Collaborative Innovation Center.
Oblivious Cross-Tags(OXT)[1]is the first efficient searchable encryption(SE)protocol for conjunctive queries in a single-writer single-reader framework.However,it also has a trade-off between security and efficiency b...
supported by the Key Research and Development Program of Zhejiang Province,China(No.2021C01009);the Fundamental Research Funds for the Central Universities,China。
Many active learning methods assume that a learner can simply ask for the full annotations of some training data from annotators.These methods mainly try to cut the annotation costs by minimizing the number of annotat...
supported by the National Natural Science Foundation of China(Grant Nos.61732014 and 62141214);the National Key Research and Development Programof China(2018YFB1003400).
In analytical queries,a number of important operators like JOIN and GROUP BY are suitable for parallelization,and GPU is an ideal accelerator considering its power of parallel computing.However,when data size increase...
Over the past era,subgraph mining from a large collection of graph database is a crucial problem.In addition,scalability is another big problem due to insufficient storage.There are several security challenges associa...