@article{dcvddualchannelcrossmodalfusionforjointv, title = {DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization}, author = {Wenxin Tang and Wenbin Li and Junliang Liu and Jingyu Xiao and Xi Xiao and Mingzhe Liu and Jinlong Yang and Xuan Liu and Yuehe Ma and Wang Luo and Qing Li and Lei Wang and Peng Xiangli}, year = {2026}, eprint = {2605.11015}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.11015}, }