Cai, Junyang
- Learning Backdoors for Mixed Integer Linear Programs with Contrastive Learning
2024/01/19 by Junyang Cai, Taoan Huang, Cai, Junyang +3 · 4 citations
Computer Science · Engineering · #Metaheuristic Optimization Algorithms Research #Vehicle Routing Optimization Methods #Scheduling and Optimization Algorithms
- Optimization Over Trained Neural Networks: Taking a Relaxing Walk
2024/01/07 by Tong, Jiatai, Cai, Junyang, Serra, Thiago · 4 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
- Multi-task Representation Learning for Mixed Integer Linear Programming
2024/12/18 by Junyang Cai, Taoan Huang, Cai, Junyang +3 · 4 citations
Decision Sciences · Computer Science · #Multi-Criteria Decision Making #Fuzzy Logic and Control Systems #Bayesian Modeling and Causal Inference
- Balans: Multi-Armed Bandits-based Adaptive Large Neighborhood Search for Mixed-Integer Programming Problem
2024/12/18 by Junyang Cai, Cai, Junyang, Serdar Kadıoğlu +3 · 3 citations
Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Scheduling and Timetabling Solutions #Vehicle Routing Optimization Methods