Liang Xi - Publications, H-index & Citations

Liang Xi

harbin university of science and technology

17H指数

94论文数

1.2K被引数

收录论文 27

发表时间

Time–Frequency Correlation-Aware Few-Shot Learning for Time-Series Anomaly Detection 时频相关性感知的少样本学习用于时间序列异常检测

IEEE Sensors Journal

IF4.5

2026-04-21

PREAI

Liang Xi; Runze Li; Han Liu; Chen Chen; Yuan Cheng

Fine-tuned Whisper-based semantic-temporal aggregation networks for sound event classification 基于微调Whisper的语义-时序聚合网络用于声事件分类

Pattern Recognition

IF7.6

2026-04-13

PREAI

Chen Chen; Jia Zhou; Yong Chen; Ao Li; Fengwei Gu; Liang Xi

Antinoise Adaptive Time–Frequency Fusion for multivariate time series anomaly detection 抗噪声自适应时频融合用于多变量时间序列异常检测

Engineering Applications of Artificial Intelligence

IF8

2026-03-24

PREAI

Sizhe Huang; Liang Xi; Xunhua Huang; Yuan Cheng; Han Liu

DuDi: Dual-Scope Discrepancy-Aware Attributed Network Anomaly Detection DuDi：双范围差异感知属性网络异常检测

IEEE Transactions on Signal and Information Processing over Networks

IF4.9

2026-01-01

PREAI

Xi, Liang; Li, Runze; Li, Dichen; Wang, Ruidong; Liu, Han; Xu, Huiying; Zhu, Xinzhong

Dual-Level Principal Component Fusion Networks for Synthetic Speech Detection 双层级主成分融合网络用于合成语音检测

Information Fusion

IF15.5

2025-09-13

PREAI

Kaijun Mai; Chen Chen; Yuhongxu Feng; Ao Li; Liang Xi

Multi-behavioral recommendation algorithm based on decoupled graph convolution 基于解耦图卷积的多行为推荐算法

Expert Systems with Applications

IF7.5

2025-09-11

PREAI

Xu Yu; Pengju Ding; Jie Yu; Junyu Lin; Lei Guo; Guanfeng Liu; Liang Xi

PRAAD: Pseudo representation adversarial learning for unsupervised anomaly detection

JOURNAL OF INFORMATION SECURITY AND APPLICATIONS

IF3.7

2025-03-01

PREAI

Xi, Liang; He, Dong; Liu, Han

Adaptive Spatio-Temporal Relation Based Transformer for Traffic Flow Prediction 基于自适应时空关系变换器的交通流预测

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

IF7.1

2025-02-01

PREAI

Wang, Ruidong; Xi, Liang; Ye, Jinlin; Zhang, Fengbin; Yu, Xu; Xu, Lingwei

Context Correlation Discrepancy Analysis for Graph Anomaly Detection 用于图异常检测的上下文相关性差异分析

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2025-01-01

PREAI

Wang, Ruidong; Xi, Liang; Zhang, Fengbin; Fan, Haoyi; Yu, Xu; Liu, Lei; Yu, Shui; Leung, Victor C. M.

OpenFi: Open-Set WiFi Human Sensing via Virtual Embedding Confidence-Aware

IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING

IF7.9

2025-01-01

PREAI

Liu, Han; Xi, Liang; Wang, Wei; Zhang, Fengbin; Haas, Zygmunt J.

NMFAD: Neighbor-Aware Mask-Filling Attributed Network Anomaly Detection

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY

IF8

2025-01-01

PREAI

Xi, Liang; Li, Runze; Li, Menghan; Miao, Dehua; Wang, Ruidong; Haas, Zygmunt J.

ExTAD: Embedding Exchange Inspired Time Series Anomaly Detection With Modal Consistency

IEEE SENSORS JOURNAL

IF4.5

2024-12-15

PREAI

Liu, Han; Xi, Liang; Gu, Minghao; Huang, Sizhe; Sheng, Chaoyang; Zhang, Fengbin

Bidirectional consistency with temporal-aware for semi-supervised time series classification

NEURAL NETWORKS

IF6.3

2024-12-01

PREAI

Liu, Han; Zhang, Fengbin; Huang, Xunhua; Wang, Ruidong; Xi, Liang

Adaptive-Correlation-Aware Unsupervised Deep Learning for Anomaly Detection in Cyber-Physical Systems 自适应相关感知的无监督深度学习，用于网络物理系统中的异常检测

IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING

IF7.5

2024-07-01

PREAI

Xi, Liang; Miao, Dehua; Li, Menghan; Wang, Ruidong; Liu, Han; Huang, Xunhua

CaCo: Attributed Network Anomaly Detection via Canonical Correlation Analysis CaCo: 基于典型相关分析的属性网络异常检测

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2024-01-01

PREAI

Wang, Ruidong; Zhang, Fengbin; Huang, Xunhua; Tian, Chongrui; Xi, Liang; Fan, Haoyi

Appending-inspired multivariate time series association fusion for tool condition monitoring

JOURNAL OF INTELLIGENT MANUFACTURING

IF7.4

2023-09-12

PREAI

Xi, Liang; Wang, Wei; Chen, Jingyi; Wu, Xuefeng

Graph-embedding-inspired article recommendation model

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-03-01

PREAI

Xi, Liang; Hu, Qiaodan; Liu, Han

Unsupervised dimension-contribution-aware embeddings transformation for anomaly detection

KNOWLEDGE-BASED SYSTEMS

IF7.6

2023-02-01

PREAI

Xi, Liang; Liang, Chenchen; Liu, Han; Li, Ao

Data-Correlation-Aware Unsupervised Deep-Learning Model for Anomaly Detection in Cyber-Physical Systems

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2022-11-15

PREAI

Xi, Liang; Wang, Ruidong; Haas, Zygmunt J.

Multisource Neighborhood Immune Detector Adaptive Model for Anomaly Detection

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

IF12

2021-06-01

PREAI

Xi, Liang; Wang, Rui-Dong; Yao, Zhi-Yu; Zhang, Feng-Bin

研究方向