Intermediate and advanced-stage hepatocellular carcinoma (HCC) continues to present significant therapeutic challenges. Hepatic artery infusion chemotherapy (HAIC), a well-established locoregional treatment for unresectable HCC, has recently demonstrated promising clinical outcomes both as monotherapy and in combination with systemic therapies. This comprehensive review examines recent clinical advances in HAIC for HCC, with particular emphasis on evolving treatment regimens and their therapeutic efficacy.