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Xusheng Du

Xinjiang University · CN
Area of research
Artificial Intelligence · Computer Networks and Communications
Research interest
Research interests include Computer science, Anomaly detection, Artificial intelligence, Pattern recognition (psychology), Outlier, and Autoencoder.
h-index
citations
277
works
29
NIH funding
primary concept
email

Recent publications

Generative adversarial synthetic neighbors-based unsupervised anomaly detection
Scientific Reports 2025cited by 12position: lastdoi
Generative adversarial message passing-based anomaly detection
Journal of King Saud University - Computer and Information Sciences 2025cited by 5position: lastdoi
Unsupervised Dual-discriminative Graph Neural Network for Anomaly Detection
2025cited by 1position: lastdoi
Generative adversarial local density-based unsupervised anomaly detection
PLoS ONE 2025cited by 0position: lastdoi
A novel attention-based long short-term memory latency prediction model for stream processing applications
Engineering Applications of Artificial Intelligence 2025cited by 0position: middledoi
Bearing fault detection by using graph autoencoder and ensemble learning
Scientific Reports 2024cited by 32position: middledoi
Self-supervised enhanced denoising diffusion for anomaly detection
Information Sciences 2024cited by 11position: middledoi
DGTAD: decomposition GAN-based transformer for anomaly detection in multivariate time series data
Applied Intelligence 2024cited by 5position: lastdoi
Graph Sampling and Aggregation Network-Based Unsupervised Anomaly Detection
SSRN Electronic Journal 2024cited by 0position: middledoi
Cardinality estimation for property graph queries with gated learning approach on the graph database
Multimedia Tools and Applications 2024cited by 0position: middledoi
Bearing fault detection based on area equalization
2024cited by 0position: middledoi
Generative adversarial nets for unsupervised outlier detection
Expert Systems with Applications 2023cited by 35position: firstdoi
Video Anomaly Detection Based on Attention Mechanism
Symmetry 2023cited by 16position: middledoi
Fluctuation-based outlier detection
Scientific Reports 2023cited by 11position: firstdoi
Query cost estimation in graph databases via emphasizing query dependencies by using a neural reasoning network
Concurrency and Computation Practice and Experience 2023cited by 4position: middledoi
Applying self-powered sensor and support vector machine in load energy consumption modeling and prediction of relational database
Scientific Reports 2023cited by 2position: lastdoi
Outlier Detection Based on Autoencoder Ensembles with Denoising layer and Attention Mechanism
Journal of Physics Conference Series 2023cited by 0position: lastdoi
Graph autoencoder-based unsupervised outlier detection
Information Sciences 2022cited by 62position: firstdoi
Cluster-Based Improved Isolation Forest
Entropy 2022cited by 28position: middledoi
Anomaly Score-Based Risk Early Warning System for Rapidly Controlling Food Safety Risk
Foods 2022cited by 18position: middledoi
Task’s Choice: Pruning-Based Feature Sharing (PBFS) for Multi-Task Learning
Entropy 2022cited by 10position: lastdoi
Graph Convolutional Networks and Attention-Based Outlier Detection
IEEE Access 2022cited by 4position: middledoi
Energy saving strategy of cloud data computing based on convolutional neural network and policy gradient algorithm
PLoS ONE 2022cited by 3position: middledoi
Fair Outlier Detection Based on Adversarial Representation Learning
Symmetry 2022cited by 3position: middledoi
Faiad: Feature Adaptive-Based Image Anomaly Detection
SSRN Electronic Journal 2022cited by 0position: middledoi
Faiad: Feature Adaptive-Based Image Anomaly Detection
SSRN Electronic Journal 2022cited by 0position: middledoi
FAIAD: Feature Adaptive-based Image Anomaly Detection
Journal of Physics Conference Series 2022cited by 0position: middledoi
Fish Classification Using DNA Barcode Sequences through Deep Learning Method
Symmetry 2021cited by 15position: lastdoi
A deep learning model for fish classification base on DNA barcode
bioRxiv (Cold Spring Harbor Laboratory) 2021cited by 0position: lastdoi

Grants

No grants ingested yet.

Frequent collaborators

Jiong Yu · Xinjiang University23 papers (2021–2025)Jiaying Chen · South China Agricultural University6 papers (2022–2024)Qianqian Zhang · Xinjiang University4 papers (2022–2023)Hongyang Wei · Xinjiang University4 papers (2022–2023)Xue Li · Fudan University3 papers (2022–2022)Ping Li · Xinjiang University3 papers (2022–2023)Li Shu · Shandong University of Technology3 papers (2022–2025)Zhenzhen He · South China Agricultural University3 papers (2022–2024)Yi Lu · Xinjiang University2 papers (2022–2024)Hongyong Leng · Beijing Institute of Technology2 papers (2024–2024)Yiran Liu · Beijing Institute of Technology2 papers (2024–2025)Qiyin Tan · Xinjiang University2 papers (2023–2024)Lina Jin · Xinjiang University2 papers (2021–2022)Shu Li · Xinjiang University2 papers (2024–2024)Rui Qiu · Tsinghua University2 papers (2022–2022)Zhenzhen He · Xinjiang University2 papers (2023–2023)Dexian Yang · Xinjiang University2 papers (2022–2023)Enguang Zuo · Xinjiang University2 papers (2022–2023)Xiaoqian Yuan · Xinjiang University2 papers (2021–2021)Zheng Chu · Xinjiang University2 papers (2022–2023)