Luo, Xiaodong

5 publications

NeurIPS 2025 QuadEnhancer: Leveraging Quadratic Transformations to Enhance Deep Neural Networks Qian Chen, Linxin Yang, Akang Wang, Xiaodong Luo, Yin Zhang

TMLR 2025 Solving Quadratic Programs via Deep Unrolled Douglas-Rachford Splitting Jinxin Xiong, Xi Gao, Linxin Yang, Jiang Xue, Xiaodong Luo, Akang Wang

ICLR 2025 When GNNs Meet Symmetry in ILPs: An Orbit-Based Feature Augmentation Approach Qian Chen, Lei Li, Qian Li, Jianghua Wu, Akang Wang, Ruoyu Sun, Xiaodong Luo, Tsung-Hui Chang, Qingjiang Shi

NeurIPS 2024 SymILO: A Symmetry-Aware Learning Framework for Integer Linear Optimization Qian Chen, Tianjian Zhang, Linxin Yang, Qingyu Han, Akang Wang, Ruoyu Sun, Xiaodong Luo, Tsung-Hui Chang

ICLR 2023 A GNN-Guided Predict-and-Search Framework for Mixed-Integer Linear Programming Qingyu Han, Linxin Yang, Qian Chen, Xiang Zhou, Dong Zhang, Akang Wang, Ruoyu Sun, Xiaodong Luo