Bladder cancer is an aggressive malignancy with a poor prognosis, ranking 13th globally in cancer incidence and first among urological tumors in China, with an increasing trend observed in urban cancer surveillance. Traditional treatments, including radical cystectomy and platinum-based chemotherapy, have limitations such as chemotherapy resistance and reduced postoperative quality of life. Recently, immune checkpoint inhibitors and antibody-drug conjugates (ADCs) have become research hotspots. This prospective, single-arm, multicenter clinical study aims to preliminarily evaluate the efficacy and safety of Trastuzumab Rezetecan combined with Adebrelimab as neoadjuvant therapy for HER2-expressing muscle-invasive bladder cancer (MIBC). A total of 58 eligible patients will be enrolled. The study includes screening, neoadjuvant treatment, and follow-up periods. During screening, untreated HER2-expressing MIBC patients eligible for radical surgery will be enrolled, with the period from informed consent to first dose not exceeding 28 days. The neoadjuvant treatment consists of Trastuzumab Rezetecan 3.2 mg/kg Q3W and Adebrelimab 1200 mg Q3W for three cycles. Patients will undergo imaging and surgical assessment 3-4 weeks after the last neoadjuvant treatment; those meeting surgical criteria will receive either transurethral resection or radical cystectomy. In the follow-up period, patients who proceed to surgery after neoadjuvant treatment will undergo postoperative safety monitoring and long-term survival follow-up.