Yang, Linxin

1. The Machine Learning for Combinatorial Optimization Competition (ML4CO):\n Results and Insights
   2022/03/04 by Maxime Gasse, Gasse, Maxime, Quentin Cappart +81 · 11 citations
   Engineering · #Optimization and Packing Problems #Vehicle Routing Optimization Methods #Maritime Ports and Logistics
2. A GNN-Guided Predict-and-Search Framework for Mixed-Integer Linear Programming
   2023/02/11 by Han, Qingyu, Yang, Linxin, Chen, Qian +5 · 10 citations
   #FOS: Mathematics #Optimization and Control (math.OC)
3. PDHG-Unrolled Learning-to-Optimize Method for Large-Scale Linear Programming
   2024/06/04 by Bingheng Li, Li, Bingheng, Linxin Yang +19 · 6 citations
   Computer Science · Engineering · #Advanced Algorithms and Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Neural Networks and Applications #Optimization and Control (math.OC)
4. SymILO: A Symmetry-Aware Learning Framework for Integer Linear Optimization
   2024/09/29 by Qian Chen, Tianjian Zhang, Chen, Qian +13 · 3 citations
   Computer Science · Engineering · #FOS: Mathematics #Fault Detection and Control Systems #Machine Learning and Algorithms #Neural Networks and Applications #Optimization and Control (math.OC)
5. Efficient primal heuristics for mixed-integer linear programs
   2022/02/06 by Wang, Akang, Yang, Linxin, Lai, Sha +7 · 1 citation
   #FOS: Mathematics #Optimization and Control (math.OC)