Boxing Zhang, Jingxian Liu, Ryan Wen Liu*, Yanhong Huang. Deep-learning-empowered visual ship detection and tracking: Literature review and future direction. Engineering Applications of Artificial Intelligence, 2025, 141: 109754.

Ryan Wen Liu, Yuxu Lu, Yuan Gao, et al. Real-Time Multi-Scene Visibility Enhancement for Promoting Navigational Safety of Vessels Under Complex Weather Conditions. IEEE Transactions on Intelligent Transportation Systems, 2024, 25(12): 19979-19994.

Ryan Wen Liu, Yuxu Lu, Yu Guo, et al. AiOENet: All-in-One Low-Visibility Enhancement to Improve Visual Perception for Intelligent Marine Vehicles Under Severe Weather Conditions. IEEE Transactions on Intelligent Vehicles, 2024, 9(2): 3811-3826.

Ryan Wen Liu, Weixin Zheng, Maohan Liang. Spatio-temporal multi-graph transformer network for joint prediction of multiple vessel trajectories. Engineering Applications of Artificial Intelligence, 2024, 129: 107625.

Chenjie Zhao, Ryan Wen Liu*, Jingxiang Qu, Ruobin Gao. Deep learning-based object detection in maritime unmanned aerial vehicle imagery: Review and experimental comparisons. Engineering Applications of Artificial Intelligence, 2024, 128: 107513.

Ryan Wen Liu, Chu Han, Yanhong Huang. Low-light visibility enhancement for improving visual surveillance in intelligent waterborne transportation systems. IET Intelligent Transport Systems, 2024, 18(9): 1632-1651.

Shanliang Yao, Runwei Guan, Zhaodong Wu, Yi Ni, Zile Huang, Ryan Wen Liu, Yong Yue, Weiping Ding, Eng Gee Lim, Hyungjoon Seo, Ka Lok Man, Jieming Ma, Xiaohui Zhu, Yutao Yue. WaterScenes: A multi-task 4D radar-camera fusion dataset and benchmarks for autonomous driving on water surfaces. IEEE Transactions on Intelligent Transportation Systems, 2024, 25(11): 16584-16598.

Ben-Zheng Li, Xi-Le Zhao, Xinyu Chen, Meng Ding, Ryan Wen Liu. Convolutional Low-Rank Tensor Representation for Structural Missing Traffic Data Imputation. IEEE Transactions on Intelligent Transportation Systems, 2024, 25(11): 18847-18860.