Yang, Linxin

6 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

NeurIPS 2024 On the Power of Small-Size Graph Neural Networks for Linear Programming Qian Li, Tian Ding, Linxin Yang, Minghui Ouyang, Qingjiang Shi, Ruoyu Sun

ICML 2024 PDHG-Unrolled Learning-to-Optimize Method for Large-Scale Linear Programming Bingheng Li, Linxin Yang, Yupeng Chen, Senmiao Wang, Haitao Mao, Qian Chen, Yao Ma, Akang Wang, Tian Ding, Jiliang Tang, Ruoyu Sun

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