DiOpt: Self-supervised Diffusion for Constrained Optimization. - Shutong Ding; Yimiao Zhou; Ke Hu; Xi Yao; Junchi Yan; Xiaoying Tang 002; Ye Shi 001 (CoRR, 2025)