Mingxuan Yuan

Latest

• A Circuit Domain Generalization Framework for Efficient Logic Synthesis in Chip Design
• A Hierarchical Adaptive Multi-Task Reinforcement Learning Framework for Multiplier Circuit Design
• Reinforcement Learning within Tree Search for Fast Macro Placement
• Learning to Cut via Hierarchical Sequence/Set Model for Efficient Mixed-Integer Programming
• Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model
• Learning to Optimize Industry-Scale Dynamic Pickup and Delivery Problems
• Learning-Aided Heuristics Design for Storage System
• Multiobjective Optimization-Aided Decision-Making System for Large-Scale Manufacturing Planning
• A Two-Layer Algorithmic Framework for Service Provider Configuration and Planning with Optimal Spatial Matching
• A Data-Driven Three-Layer Algorithm for Split Delivery Vehicle Routing Problem with 3D Container Loading Constraint