Ziao Guo

According to our database, Ziao Guo authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Fractional Langevin Dynamics for Combinatorial Optimization via Polynomial-Time Escape.

Shiyue Wang, Ziao Guo, Changhong Lu, Junchi Yan

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

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

J. Mach. Learn. Res., 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

Proceedings of the Forty-first International Conference on Machine Learning, 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

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

LinSATNet: The Positive Linear Satisfiability Neural Networks.

Runzhong Wang, Yunhao Zhang, Ziao Guo, Tianyi Chen, Xiaokang Yang, Junchi Yan

Proceedings of the International Conference on Machine Learning, 2023

Deep Learning of Partial Graph Matching via Differentiable Top-K.

Runzhong Wang, Ziao Guo, Shaofei Jiang, Xiaokang Yang, Junchi Yan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

BiasedWalk: Learning Global-aware Node Embeddings via Biased Sampling.

Zhengrong Xue, Ziao Guo, Yiwei Guo

CoRR, 2022