Chao Qian

Full Professor@Nanjing university·中国·OpenReview

研究方向

combinatorial optimization · theoretical analysis · evolutionary learning · evolutionary algorithms · submodular optimization · Bayesian optimization · learning to optimize

Chao Qian

Expertise Can Be Helpful for Reinforcement Learning-based Macro Placement

F-PvE: Fairness-Aware Structured Neural Network Pruning via Evolution

ReLAM: Learning Anticipation Model for Rewarding Visual Robotic Manipulation

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

Sequential Multi-Agent Dynamic Algorithm Configuration

Runtime Analysis of Evolutionary NAS for Multiclass Classification

Adaptive Constrained Optimization for Neural Vehicle Routing

Offline Model-Based Optimization by Learning to Rank

Improved Theoretically-Grounded Evolutionary Algorithms for Subset Selection with a Linear Cost Constraint

Neural Solver Selection for Combinatorial Optimization

Neural Solver Selection for Combinatorial Optimization

Adaptive Constrained Optimization for Neural Vehicle Routing

Reinforced In-Context Black-Box Optimization

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