Quorum sensing (QS)-induced spoilage causes approximately 15–20% of annual food wastage. However, traditional natural QS inhibitors exhibit poor water solubility and no catalytic activity. Therefore, this study aimed to synthesize novel anti-QS carbon dots (RR-CDs) with good water solubility, visible light photocatalytic activity, and high biocompatibility. The RR-CDs (<200 μg mL−1) exhibited considerable broad-spectrum antibacterial activity by generating reactive oxygen species (ROS) to disrupt the cell membrane wall structure. Owing to the appropriate bandgap of RR-CDs, a high ROS content, including ·O2−, 1O2, and ·OH, was generated via energy transfer under visible light irradiation. Furthermore, the combined effect of RR-CDs and ROS reduced the biofilm formation, swarming, swimming, and extracellular protease production of Pseudomonas fluorescens by 48.45%, 25.51%, 52.79%, and 38.67%, respectively, by inhibiting LuxI/R expression, which further decreased pgaC, tyrB, motB, and aprE expression by >50 %. Notably, RR-CDs exhibited no obvious cytotoxicity; furthermore, they could extend the shelf life of salmon by 3 d. Altogether, these results present and validate the strong ability of photocatalytic RR-CDs for QS inhibition and show their potential in aquatic product preservation.