This study is a randomized, active-controlled, open-label clinical trial for participants with newly diagnosed Stage III-IVb, resectable, locoregionally advanced head and neck squamous cell carcinoma (LA-HNSCC). The study consists of two experimental arms and one control arm. Participants in Experimental Arm A will receive two cycles of Toripalimab, albumin-bound paclitaxel, carboplatin, and cetuximab prior to surgery. Participants in Experimental Arm B will receive two cycles of Toripalimab, albumin-bound paclitaxel, and carboplatin before surgical intervention. Following the surgical procedure, individuals in both Experimental Arm A and B will continue to receive 15 cycles of Toripalimab. The Control Arm will undergo the current standard treatment without preoperative drug intervention. Postoperatively, participants will be administered postoperative radiotherapy or chemoradiotherapy based on their recurrence risk. The primary study hypotheses are that the treatments in the Experimental Arms will improve the 2-year event-free survival (EFS) rates compared to the standard control treatment.