Yunzhuang Shen

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Ant Colony Optimization

Integer Program

Top Venues

Comput. Oper. Res.

Publications

Yunzhuang Shen, Yuan Sun, Xiaodong Li, Zhiguang Cao, Andrew C. Eberhard, Guangquan Zhang
Adaptive Stabilization Based on Machine Learning for Column Generation. CoRR (2024)
Hongjie Xu, Yunzhuang Shen, Yuan Sun, Xiaodong Li
Machine Learning-Enhanced Ant Colony Optimization for Column Generation. CoRR (2024)
Hongjie Xu, Yunzhuang Shen, Yuan Sun, Xiaodong Li
Machine Learning-Enhanced Ant Colony Optimization for Column Generation. GECCO (2024)
Yunzhuang Shen, Yuan Sun, Xiaodong Li, Andrew C. Eberhard, Andreas T. Ernst
Adaptive solution prediction for combinatorial optimization. Eur. J. Oper. Res. 309 (3) (2023)
Yuan Sun, Sheng Wang, Yunzhuang Shen, Xiaodong Li, Andreas T. Ernst, Michael Kirley
Boosting ant colony optimization via solution prediction and machine learning. Comput. Oper. Res. 143 (2022)
Yunzhuang Shen, Yuan Sun, Xiaodong Li, Andrew S. Eberhard, Andreas T. Ernst
Enhancing Column Generation by a Machine-Learning-Based Pricing Heuristic for Graph Coloring. AAAI (2022)
Yunzhuang Shen, Yuan Sun, Andrew S. Eberhard, Xiaodong Li
Learning Primal Heuristics for Mixed Integer Programs. IJCNN (2021)
Yunzhuang Shen, Yuan Sun, Andrew S. Eberhard, Xiaodong Li
Learning Primal Heuristics for Mixed Integer Programs. CoRR (2021)
Yunzhuang Shen, Yuan Sun, Xiaodong Li, Andrew S. Eberhard, Andreas T. Ernst
Enhancing Column Generation by a Machine-Learning-Based Pricing Heuristic for Graph Coloring. CoRR (2021)
Yuan Sun, Sheng Wang, Yunzhuang Shen, Xiaodong Li, Andreas T. Ernst, Michael Kirley
Boosting Ant Colony Optimization via Solution Prediction and Machine Learning. CoRR (2020)
Sheng Wang, Yunzhuang Shen, Zhifeng Bao, Xiaolin Qin
Intelligent Traffic Analytics: From Monitoring to Controlling. WSDM (2019)