solution space

5 papers

• Generation as Search Operator for Test-Time Scaling of Diffusion-based Combinatorial Optimization
• Generative diffusion for perceptron problems: statistical physics analysis and efficient algorithms
• KINDLE: Knowledge-Guided Distillation for Prior-Free Gene Regulatory Network Inference
• Preference-Driven Multi-Objective Combinatorial Optimization with Conditional Computation
• ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models