Embracing Foundation Models for Advancing Scientific Discovery. - Sikun Guo; Amir Hassan Shariatmadari; Guangzhi Xiong; Aidong Zhang (IEEE Big Data, 2024)

Improving Scientific Hypothesis Generation with Knowledge Grounded Large Language Models. - Guangzhi Xiong; Eric Xie; Amir Hassan Shariatmadari; Sikun Guo; Stefan Bekiranov; Aidong Zhang (CoRR, 2024)

IdeaBench: Benchmarking Large Language Models for Research Idea Generation. - Sikun Guo; Amir Hassan Shariatmadari; Guangzhi Xiong; Albert Huang; Eric Xie; Stefan Bekiranov; Aidong Zhang (CoRR, 2024)

Toward Reliable Biomedical Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models. - Guangzhi Xiong; Eric Xie; Corey Williams; Myles Kim; Amir Hassan Shariatmadari; Sikun Guo; Stefan Bekiranov; Aidong Zhang (CoRR, 2025)