Publications (6)
Research on the Online Update Method for Retrieval-Augmented Generation (RAG) Model with Incremental Learning
Yuxin Fan, Yuxiang Wang, Lipeng Liu +3
In the contemporary context of rapid advancements in information technology and the exponential growth of data volume, language models are confronted with significant challenges in…
Research on Heterogeneous Computation Resource Allocation based on Data-driven Method
Xirui Tang, Zeyu Wang, Xiaowei Cai +2
The rapid development of the mobile Internet and the Internet of Things is leading to a diversification of user devices and the emergence of new mobile applications on a regular ba…
Improved Adaboost Algorithm for Web Advertisement Click Prediction Based on Long Short-Term Memory Networks
Qixuan Yu, Xirui Tang, Feiyang Li +1
This paper explores an improved Adaboost algorithm based on Long Short-Term Memory Networks (LSTMs), which aims to improve the prediction accuracy of user clicks on web page advert…
Research on Dynamic Data Flow Anomaly Detection based on Machine Learning
Liyang Wang, Yu Cheng, Hao Gong +3
The sophistication and diversity of contemporary cyberattacks have rendered the use of proxies, gateways, firewalls, and encrypted tunnels as a standalone defensive strategy inadeq…
Regression prediction algorithm for energy consumption regression in cloud computing based on horned lizard algorithm optimised convolutional neural network-bidirectional gated recurrent unit
Feiyang Li, Zinan Cao, Qixuan Yu +1
For this paper, a prediction study of cloud computing energy consumption was conducted by optimising the data regression algorithm based on the horned lizard optimisation algorithm…
Optimising Random Forest Machine Learning Algorithms for User VR Experience Prediction Based on Iterative Local Search-Sparrow Search Algorithm
Xirui Tang, Feiyang Li, Zinan Cao +2
In this paper, an improved method for VR user experience prediction is investigated by introducing a sparrow search algorithm and a random forest algorithm improved by an iterative…