Yining Ma

All Stories

1. 
   RL4CO: An Extensive Reinforcement Learning for Combinatorial Optimization Benchmark

   Article • August 2025, ACM (Association for Computing Machinery)

   Yining Ma, Federico Berto, Lin Xie, Haeyeon Kim

2. 
   Diversity Optimization for Travelling Salesman Problem via Deep Reinforcement Learning

   Article • July 2025, ACM (Association for Computing Machinery)

   Yining Ma

3. 
   Hierarchical Neural Constructive Solver for Real-world TSP Scenarios

   Article • August 2024, ACM (Association for Computing Machinery)

   Yining Ma

4. 
   Disentangled Multi-interest Representation Learning for Sequential Recommendation

   Article • August 2024, ACM (Association for Computing Machinery)

   Yining Ma

5. 
   Auto-configuring Exploration-Exploitation Tradeoff in Evolutionary Computation via Deep Reinforcement Learning

   Article • July 2024, ACM (Association for Computing Machinery)

   Zeyuan Ma, Yining Ma