With the irradiation of NIR, GNR‐PEG cured recurrent tumors through thermal ablation after in situ intratumoral injection, causing the recruitment of DC to present tumor‐derived antigen to CD8+ T cells, and subsequently activated the adaptive antitumor immune response. Here, CD8A is linked to neoplasm.