Guo, Ziao

6 publications

NeurIPS 2025 Fractional Langevin Dynamics for Combinatorial Optimization via Polynomial-Time Escape Shiyue Wang, Ziao Guo, Changhong Lu, Junchi Yan

ICML 2024 ACM-MILP: Adaptive Constraint Modification via Grouping and Selection for Hardness-Preserving MILP Instance Generation Ziao Guo, Yang Li, Chang Liu, Wenli Ouyang, Junchi Yan

MLOSS 2024 Pygmtools: A Python Graph Matching Toolkit Runzhong Wang, Ziao Guo, Wenzheng Pan, Jiale Ma, Yikai Zhang, Nan Yang, Qi Liu, Longxuan Wei, Hanxue Zhang, Chang Liu, Zetian Jiang, Xiaokang Yang, Junchi Yan

ICLR 2024 Towards Imitation Learning to Branch for MIP: A Hybrid Reinforcement Learning Based Sample Augmentation Approach Changwen Zhang, Wenli Ouyang, Hao Yuan, Liming Gong, Yong Sun, Ziao Guo, Zhichen Dong, Junchi Yan

CVPR 2023 Deep Learning of Partial Graph Matching via Differentiable Top-K Runzhong Wang, Ziao Guo, Shaofei Jiang, Xiaokang Yang, Junchi Yan

ICML 2023 LinSATNet: The Positive Linear Satisfiability Neural Networks Runzhong Wang, Yunhao Zhang, Ziao Guo, Tianyi Chen, Xiaokang Yang, Junchi Yan