BG-YOLO: A Bidirectional-Guided Method for Underwater Object Detection. - Jian Zhang; Ruiteng Zhang; Xinyue Yan; Xiting Zhuang; Ruicheng Cao (CoRR, 2024)

YOLOv8-MU: An Improved YOLOv8 Underwater Detector Based on a Large Kernel Block and a Multi-Branch Reparameterization Module. - Xing Jiang; Xiting Zhuang; Jisheng Chen; Jian Zhang; Yiwen Zhang (Sensors, 2024)

EPBC-YOLOv8: An efficient and accurate improved YOLOv8 underwater detector based on an attention mechanism. - Xing Jiang; Xiting Zhuang; Jisheng Chen; Jian Zhang (CoRR, 2025)