| 2025 | ICASSP | SAR Ship Detector Using Cross-stage Feature Fusion and Decoupled Head with Mutual Guidance. | Yixin Qiao, Xiaoxiao Yin, Xinyuan Zhou, Shiyong Lan, Guonan Deng |
| 2025 | PRICAI | Diff-DTF: Dynamic Temporal Feature Extraction and Refinement with Diffusion Model in Time Series Anomaly Detection. | Ruiyi Lu, Weihong Yuan, Xinyuan Zhou, Shiyong Lan |
| 2025 | SMC | Spatiotemporal Trend Fusion Feature Graph Convolution Network for Spatial Interpolation in Traffic Scenes | Zhiang Hou, Shiyong Lan, Xinyuan Zhou, Wujiang Zhu, Yao Ren |
| 2025 | SMC | FE-HGAT: Frequency-Enhanced Hybrid Graph Attention Network For Traffic Prediction. | Yao Ren, Wujiang Zhu, Shiyong Lan, Xinyuan Zhou, Hongyu Yang, Zhiang Hou |
| 2025 | SMC | Spatial Interpolation Based on Causal Spatiotemporal Modeling. | Han Xie, Shiyong Lan, Yao Ren, Weihong Yuan, Xinyuan Zhou, Zhiang Hou |
| 2024 | IJCNN | Dense Pseudo-Labels based Semi-supervised Object Detection for Remote Sensing | Yongjie Ma, Shiyong Lan, Wei Ma, Xiaoxiao Yin, Yao Li |
| 2024 | SMC | Visual Object Tracker Based on Video Temporal-Spatial Features and Long-term Memory. | Yongyang Gao, Shiyong Lan, Piaoyang Li, Wei Ma |
| 2024 | SMC | Dynamic Spatial Feature Enhancement for Local Climate Zone Classification in SAR and Multi-Spectral Data. | Yilin Zheng, Shiyong Lan, Yao Li, Wei Ma, Guonan Deng |
| 2023 | ICANN | Siamese Network Based on MLP and Multi-head Cross Attention for Visual Object Tracking. | Piaoyang Li, Shiyong Lan, Shipeng Sun, Wenwu Wang, Yongyang Gao, Yongyu Yang, Guangyu Yu |
| 2023 | ICANN | GanNeXt: A New Convolutional GAN for Anomaly Detection. | Bowei Pu, Shiyong Lan, Wenwu Wang, Caiying Yang, Wei Pan, Hongyu Yang, Wei Ma |
| 2023 | ICANN | Visual-Haptic-Kinesthetic Object Recognition with Multimodal Transformer. | Xinyuan Zhou, Shiyong Lan, Wenwu Wang, Xinyang Li, Siyuan Zhou, Hongyu Yang |
| 2023 | ICIP | Flow-Based One-Class Anomaly Detection with Multi-Frequency Feature Fusion. | Wei Ma, Shiyong Lan, Weikang Huang, Yitong Ma, Hongyu Yang, Wei Pan, Yilin Zheng |
| 2023 | ICIP | DLAHSD: Dynamic Label Adopted In Auxiliary Head for SAR Detection. | Xiaoxiao Yin, Shiyong Lan, Weikang Huang, Yitong Ma, Wenwu Wang, Hongyu Yang, Yilin Zheng |
| 2022 | ICANN | Face Super-Resolution with Spatial Attention Guided by Multiscale Receptive-Field Features. | Weikang Huang, Shiyong Lan, Wenwu Wang, Xuedong Yuan, Hongyu Yang, Piaoyang Li, Wei Ma |
| 2022 | ICANN | A Transformer-Based GAN for Anomaly Detection. | Caiyin Yang, Shiyong Lan, Weikang Huang, Wenwu Wang, Guoliang Liu, Hongyu Yang, Wei Ma, Piaoyang Li |
| 2022 | ICML | DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting. | Shiyong Lan, Yitong Ma, Weikang Huang, Wenwu Wang, Hongyu Yang, Pyang Li |
| 2021 | ICIP | Robust Visual Object Tracking with Spatiotemporal Regularisation and Discriminative Occlusion Deformation. | Shiyong Lan, Jin Li, Shipeng Sun, Xin Lai, Wenwu Wang |
| 2021 | ICIP | SAGAN: Skip-Attention GAN For Anomaly Detection. | Guoliang Liu, Shiyong Lan, Ting Zhang, Weikang Huang, Wenwu Wang |