Yunzhuang Shen

According to our database, Yunzhuang Shen authored at least 7 papers between 2019 and 2024.

Collaborative distances:

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

2024

Adaptive Stabilization Based on Machine Learning for Column Generation.

Yunzhuang Shen, Yuan Sun, Xiaodong Li, Zhiguang Cao, Andrew C. Eberhard, Guangquan Zhang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Machine Learning-Enhanced Ant Colony Optimization for Column Generation.

Hongjie Xu, Yunzhuang Shen, Yuan Sun, Xiaodong Li

Proceedings of the Genetic and Evolutionary Computation Conference, 2024

2023

Adaptive solution prediction for combinatorial optimization.

Yunzhuang Shen, Yuan Sun, Xiaodong Li, Andrew C. Eberhard, Andreas T. Ernst

Eur. J. Oper. Res., 2023

2022

Boosting ant colony optimization via solution prediction and machine learning.

Yuan Sun, Sheng Wang, Yunzhuang Shen, Xiaodong Li, Andreas T. Ernst, Michael Kirley

Comput. Oper. Res., 2022

Enhancing Column Generation by a Machine-Learning-Based Pricing Heuristic for Graph Coloring.

Yunzhuang Shen, Yuan Sun, Xiaodong Li, Andrew C. Eberhard, Andreas T. Ernst

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Learning Primal Heuristics for Mixed Integer Programs.

Yunzhuang Shen, Yuan Sun, Andrew C. Eberhard, Xiaodong Li

Proceedings of the International Joint Conference on Neural Networks, 2021

2019

Intelligent Traffic Analytics: From Monitoring to Controlling.

Sheng Wang, Yunzhuang Shen, Zhifeng Bao, Xiaolin Qin

Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019