Zhou, Shuang

DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning

Guo, D., Yang, D., Zhang, H., Song, J., Wang, P., Zhu, Q., Xu, R., Zhang, R., Ma, S., Bi, X., et al. (2025) · Nature

Topic ModelingNatural Language Processing Techniques

Cited by 1,701

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

DeepSeek-AI, Guo, D., Yang, D., Zhang, H., Song, J., Wang, P., Zhu, Q., Xu, R., Zhang, R., Ma, S., et al. (2025) · arXiv

Software Engineering ResearchWeb Application Security Vulnerabilities

Cited by 538

Automating expert-level medical reasoning evaluation of large language models

Zhou, S., Xie, W., Li, J., Zhan, Z., Song, M., Yang, H., Espinoza, C., Welton, L., Mai, X., Jin, Y., et al. (2025) · npj Digital Medicine

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 30

Uncertainty-aware large language models for explainable disease diagnosis

Zhou, S., Wang, J., Xu, Z., Wang, S., Brauer, D., Welton, L., Cogan, J., Chung, Y.-H., Tian, L., Zhan, Z., et al. (2025) · npj Digital Medicine

Artificial Intelligence in Healthcare and EducationArtificial Intelligence in Healthcare

Cited by 27

Explainable differential diagnosis with dual-inference large language models

Zhou, S., Lin, M., Ding, S., Wang, J., Chen, C., Melton, G. B., Zou, J., & Zhang, R. (2025) · npj Health Systems

Explainable Artificial Intelligence (XAI)Artificial Intelligence in Healthcare and Education

Cited by 20