Ke Xue

Expertise Can Be Helpful for Reinforcement Learning-based Macro Placement

Towards Universal Offline Black-Box Optimization via Learning Language Model Embeddings

Sequential Multi-Agent Dynamic Algorithm Configuration

Adaptive Constrained Optimization for Neural Vehicle Routing

Offline Model-Based Optimization by Learning to Rank

Neural Solver Selection for Combinatorial Optimization

Neural Solver Selection for Combinatorial Optimization

Reinforced In-Context Black-Box Optimization

Adaptive Constrained Optimization for Neural Vehicle Routing

BBOPlace-Bench: Benchmarking Black-Box Optimization for Chip Placement