Sikun Guo

According to our database, Sikun Guo authored at least 6 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

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, May, 2025

Optimizing External and Internal Knowledge of Foundation Models for Scientific Discovery.

Sikun Guo, Guangzhi Xiong, Aidong Zhang

Proceedings of the 2025 SIAM International Conference on Data Mining, 2025

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

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

Embracing Foundation Models for Advancing Scientific Discovery.

Sikun Guo, Amir Hassan Shariatmadari, Guangzhi Xiong, Aidong Zhang

Proceedings of the IEEE International Conference on Big Data, 2024

2023

Graph Neural Networks in IoT: A Survey.

Guimin Dong, Mingyue Tang, Zhiyuan Wang, Jiechao Gao, Sikun Guo, Lihua Cai, Robert J. Gutierrez, Bradford Campbell, Laura E. Barnes, Mehdi Boukhechba

ACM Trans. Sens. Networks, May, 2023