The SHA-2 family is a U.S. federal standard and mainly includes SHA-256 and SHA-512. In particular, SHA-256 plays a central role in real-world applications and is widely regarded as one of the most important hash functions in use today. At CRYPTO 2026, Li et al. proposed collision attacks up to 37-step SHA-2, but they could not reach 38 steps due to the low-probability uncontrolled part in the corresponding differential characteristics. In this paper, we propose an improved search procedure to