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Journal Articles

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2026
[j6]
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  - journals/ijon/LiMHLWQD26
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Yao Li, Wei Ma, Shuai He, Shiyong Lan, Wenwu Wang, Yixin Qiao, Guonan Deng:
Dual-branch normalizing flow for anomaly detection and localization from images. Neurocomputing 660: 131850 (2026)
2025
[j5]
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Yao Li, Xinyuan Zhou, Shiyong Lan, Wenwu Wang, Xin Lai, Yixin Qiao:
MADFlow: Multimodal difference compensation flow for multimodal anomaly detection. Neurocomputing 654: 131243 (2025)
[j4]
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Wujiang Zhu, Xinyuan Zhou, Shiyong Lan, Wenwu Wang, Zhiang Hou, Yao Ren, Tianyi Pan:
A dual branch graph neural network based spatial interpolation method for traffic data inference in unobserved locations. Inf. Fusion 114: 102703 (2025)
[j3]
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Yongjie Ma, Xinyuan Zhou, Shiyong Lan, Wenwu Wang, Zicheng Sun, Yixin Qiao:
RemoteDPL: A Semi-Supervised Object Detector With Dense Pseudo-Labels for Remote Sensing. IEEE Trans. Geosci. Remote. Sens. 63: 1-13 (2025)
2024
[j2]
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Wei Ma, Yao Li, Shiyong Lan, Wenwu Wang, Weikang Huang, Wujiang Zhu:
Semantic-aware normalizing flow with feature fusion for image anomaly detection. Neurocomputing 590: 127728 (2024)
2014
[j1]
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Yuezhou Wu, Changjiang Liu, Shiyong Lan, Menglong Yang:
3D Road Scene Monitoring Based on Real-Time Panorama. J. Appl. Math. 2014: 403126:1-403126:8 (2014)

Conference and Workshop Papers

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2025
[c18]
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  - conf/icassp/QiaoYZLD25
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Yixin Qiao, Xiaoxiao Yin, Xinyuan Zhou, Shiyong Lan, Guonan Deng:
SAR Ship Detector Using Cross-stage Feature Fusion and Decoupled Head with Mutual Guidance. ICASSP 2025: 1-5
[c17]
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  - conf/icic/MengZLWYL25
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Danling Meng, Xinyuan Zhou, Shiyong Lan, Wenwu Wang, Weihong Yuan, Ruiyi Lu:
MRGNN: Mamba-Register-Based Graph Neural Network for Unsupervised Anomaly Detection in Multivariate Time Series. ICIC (12) 2025: 511-522
[c16]
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Guonan Deng, Shiyong Lan, Wenwu Wang, Yixin Qiao, Yao Li, Haohan Chen, Hongyu Yang:
EMGPose: An Efficient Multi-Granularity Representation for Human Pose Estimation. ICME 2025: 1-6
[c15]
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Yixin Qiao, Shiyong Lan, Wenwu Wang, Haohan Chen, Yao Li, Guonan Deng:
DCGNet: Detail and Context Guided Small Object Detection Network with Decoupled Detection Head. ICME 2025: 1-6
2024
[c14]
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  - conf/ijcnn/MaLMYL24
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Yongjie Ma, Shiyong Lan, Wei Ma, Xiaoxiao Yin, Yao Li:
Dense Pseudo-Labels based Semi-supervised Object Detection for Remote Sensing^⋆. IJCNN 2024: 1-9
[c13]
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  - conf/smc/ZhengLLMD24
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Yilin Zheng, Shiyong Lan, Yao Li, Wei Ma, Guonan Deng:
Dynamic Spatial Feature Enhancement for Local Climate Zone Classification in SAR and Multi-Spectral Data. SMC 2024: 328-335
[c12]
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Yongyang Gao, Shiyong Lan, Piaoyang Li, Wei Ma:
Visual Object Tracker Based on Video Temporal-Spatial Features and Long-term Memory. SMC 2024: 802-808
2023
[c11]
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  - conf/icann/PuLWYPYM23
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Bowei Pu, Shiyong Lan, Wenwu Wang, Caiying Yang, Wei Pan, Hongyu Yang, Wei Ma:
GanNeXt: A New Convolutional GAN for Anomaly Detection. ICANN (3) 2023: 39-49
[c10]
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  - conf/icann/ZhouLWLZY23
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Xinyuan Zhou, Shiyong Lan, Wenwu Wang, Xinyang Li, Siyuan Zhou, Hongyu Yang:
Visual-Haptic-Kinesthetic Object Recognition with Multimodal Transformer. ICANN (7) 2023: 233-245
[c9]
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  - conf/icann/LiLSWGYY23
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Piaoyang Li, Shiyong Lan, Shipeng Sun, Wenwu Wang, Yongyang Gao, Yongyu Yang, Guangyu Yu:
Siamese Network Based on MLP and Multi-head Cross Attention for Visual Object Tracking. ICANN (10) 2023: 420-431
[c8]
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  - conf/icip/YinLHMWYZ23
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Xiaoxiao Yin, Shiyong Lan, Weikang Huang, Yitong Ma, Wenwu Wang, Hongyu Yang, Yilin Zheng:
DLAHSD: Dynamic Label Adopted In Auxiliary Head for SAR Detection. ICIP 2023: 3434-3438
[c7]
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Wei Ma, Shiyong Lan, Weikang Huang, Yitong Ma, Hongyu Yang, Wei Pan, Yilin Zheng:
Flow-Based One-Class Anomaly Detection with Multi-Frequency Feature Fusion. ICIP 2023: 3474-3478
[c6]
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Wei Ma, Shiyong Lan, Weikang Huang, Wenwu Wang, Hongyu Yang, Yitong Ma, Yongjie Ma:
A Semantics-Aware Normalizing Flow Model for Anomaly Detection. ICME 2023: 2207-2212
2022
[c5]
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  - conf/icann/HuangLWYYLM22
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Weikang Huang, Shiyong Lan, Wenwu Wang, Xuedong Yuan, Hongyu Yang, Piaoyang Li, Wei Ma:
Face Super-Resolution with Spatial Attention Guided by Multiscale Receptive-Field Features. ICANN (1) 2022: 145-157
[c4]
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  - conf/icann/YangLHWLYML22
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Caiyin Yang, Shiyong Lan, Weikang Huang, Wenwu Wang, Guoliang Liu, Hongyu Yang, Wei Ma, Piaoyang Li:
A Transformer-Based GAN for Anomaly Detection. ICANN (2) 2022: 345-357
[c3]
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Shiyong Lan, Yitong Ma, Weikang Huang, Wenwu Wang, Hongyu Yang, Pyang Li:
DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting. ICML 2022: 11906-11917
2021
[c2]
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  - conf/icip/LanLSLW21
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Shiyong Lan, Jin Li, Shipeng Sun, Xin Lai, Wenwu Wang:
Robust Visual Object Tracking with Spatiotemporal Regularisation and Discriminative Occlusion Deformation. ICIP 2021: 1879-1883
[c1]
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  - conf/icip/LiuLZHW21
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Guoliang Liu, Shiyong Lan, Ting Zhang, Weikang Huang, Wenwu Wang:
SAGAN: Skip-Attention GAN For Anomaly Detection. ICIP 2021: 2468-2472

Informal and Other Publications

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2025
[i1]
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  - journals/corr/abs-2504-11160
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Haohan Chen, Hongjia Liu, Shiyong Lan, Wenwu Wang, Yixin Qiao, Yao Li, Guonan Deng:
DMAGaze: Gaze Estimation Based on Feature Disentanglement and Multi-Scale Attention. CoRR abs/2504.11160 (2025)

Coauthor Index

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