Xue-Qin Wang

From Solver Trajectories to Teaching Trajectories: Cognition-Aligned Reasoning Distillation

Knowledge distillation from large reasoning models (LRMs) often uses raw teacher trajectories as supervision. However, this practice creates a mismatch between the goal of distillation and the nature of teacher trajectories. Advanced LRMs typically improve their reasoning capabilities through reward-driven post-trainin...