An Efficient Unsupervised Framework for Convex Quadratic Programs via Deep Unrolling. - Linxin Yang; Bingheng Li; Tian Ding; Jianghua Wu; Akang Wang; Yuyi Wang 006; Jiliang Tang; Ruoyu Sun 001; Xiaodong Luo (CoRR, 2024)

Towards Explaining the Power of Constant-depth Graph Neural Networks for Structured Linear Programming. - Qian Li; Minghui Ouyang; Tian Ding; Yuyi Wang 006; Qingjiang Shi; Ruoyu Sun 001 (ICLR, 2025)