13 citations · 18 across the 18 of their papers we have counts for
18 papers
Epidemic Decision-making System Based Federated Reinforcement Learning
Yangxi Zhou, Junping Du, Zhe Xue +2
Epidemic decision-making can effectively help the government to comprehensively consider public security and economic development to respond to public health and safety emergencies…
Efficient Partitioning Method of Large-Scale Public Safety Spatio-Temporal Data based on Information Loss Constraints
Jie Gao, Yawen Li, Zhe Xue +1
The storage, management, and application of massive spatio-temporal data are widely used in practical scenarios, including public safety. However, due to the unique spatio-temporal…
Scientific and Technological News Recommendation Based on Knowledge Graph with User Perception
Yuyao Zeng, Junping Du, Zhe Xue +1
Existing research usually utilizes side information such as social network or item attributes to improve the performance of collaborative filtering-based recommender systems. In th…
Scientific Paper Classification Based on Graph Neural Network with Hypergraph Self-attention Mechanism
Jiashun Liu, Zhe Xue, Ang Li
The number of scientific papers has increased rapidly in recent years. How to make good use of scientific papers for research is very important. Through the high-quality classifica…
Aspect-Based Sentiment Analysis using Local Context Focus Mechanism with DeBERTa
Tianyu Zhao, Junping Du, Zhe Xue +2
Text sentiment analysis, also known as opinion mining, is research on the calculation of people's views, evaluations, attitude and emotions expressed by entities. Text sentiment an…
Chinese Word Sense Embedding with SememeWSD and Synonym Set
Yangxi Zhou, Junping Du, Zhe Xue +2
Word embedding is a fundamental natural language processing task which can learn feature of words. However, most word embedding methods assign only one vector to a word, even if po…
Spatial-Temporal Adaptive Graph Convolution with Attention Network for Traffic Forecasting
Chen Weikang, Li Yawen, Xue Zhe +2
Traffic forecasting is one canonical example of spatial-temporal learning task in Intelligent Traffic System. Existing approaches capture spatial dependency with a pre-determined m…
Bi-convolution matrix factorization algorithm based on improved ConvMF
Peiyu Liu, Junping Du, Zhe Xue +1
With the rapid development of information technology, "information overload" has become the main theme that plagues people's online life. As an effective tool to help users quickly…
Research on accurate stereo portrait generation algorithm of scientific research team
Mingying Xu, Junping DU, Meiyu Liang +2
In order to smoothly promote the establishment of scientific research projects, accurately identify the excellent scientific research team, and intuitively and comprehensively desc…
Mining and searching association relation of scientific papers based on deep learning
Jie Song, Meiyu Liang, Zhe Xue +2
There is a complex correlation among the data of scientific papers. The phenomenon reveals the data characteristics, laws, and correlations contained in the data of scientific and…
Research on Domain Information Mining and Theme Evolution of Scientific Papers
Changwei Zheng, Zhe Xue, Meiyu Liang +2
In recent years, with the increase of social investment in scientific research, the number of research results in various fields has increased significantly. Cross-disciplinary res…
Knowledge Graph and Accurate Portrait Construction of Scientific and Technological Academic Conferences
Runyu Yu, Zhe Xue, Ang Li
In recent years, with the continuous progress of science and technology, the number of scientific research achievements has increased rapidly. As an exchange platform and medium fo…
Research on Cross-media Science and Technology Information Data Retrieval
Yang Jiang, Zhe Xue, Ang Li
Since the era of big data, the Internet has been flooded with all kinds of information. Browsing information through the Internet has become an integral part of people's daily life…
Accurate Portraits of Scientific Resources and Knowledge Service Components
Yue Wang, Zhe Xue, Ang Li
With the advent of the cloud computing era, the cost of creating, capturing, and managing information has gradually decreased. The amount of data on the Internet is showing explosi…
An unsupervised cluster-level based method for learning node representations of heterogeneous graphs in scientific papers
Jie Song, Meiyu Liang, Zhe Xue +2
Learning knowledge representation of scientific paper data is a problem to be solved, and how to learn the representation of paper nodes in scientific paper heterogeneous network i…
Research topic trend prediction of scientific papers based on spatial enhancement and dynamic graph convolution network
Changwei Zheng, Zhe Xue, Meiyu Liang +1
In recent years, with the increase of social investment in scientific research, the number of research results in various fields has increased significantly. Accurately and effecti…
Research Scholar Interest Mining Method based on Load Centrality
Yang Jiang, Zhe Xue, Ang Li
In the era of big data, it is possible to carry out cooperative research on the research results of researchers through papers, patents and other data, so as to study the role of r…
Scientific and Technological Information Oriented Semantics-adversarial and Media-adversarial Cross-media Retrieval
Ang Li, Junping Du, Feifei Kou +4
Cross-media retrieval of scientific and technological information is one of the important tasks in the cross-media study. Cross-media scientific and technological information retri…