Shuhua Yang's Homepage

Shuhua Yang, graduate student College of Information Sciences and Technology The Pennsylvania State University PhD Supervisor: Prof. Suhang, Wang, Dr. Dongwon, Lee M.sc Supervisor: Prof. Hong, Zhang, Dr. huazheng, Wang [Email] [Linkedin] [Google Scholar]

Reseach Interests

• I am interested in reinforcement learning, data analysis, and designing interpretable models using statistical tools.

Personal Interests

• Taking a walk with friends around the Penn State campus, enjoying the wonderful scenery.

Publications

1. Shuhua Yang, Tongan Cai, Haomiao Ni, Wenchao Ma, Yuan Xue, Kelvin Wong, John J. Volpi, James Z. Wang, Sharon Huang and Stephen T. C. Wong. (2025) Enhancing AI-assisted Stroke Emergency Triage with Adaptive Uncertainty Estimation,'' Proceedings of the International Conference on Medical Image Computing and Computer Assisted Interventions. [PDF]

2. Sengupta, S., Yang, S., Yu, P. K., Wang, F., & Wang, S. (2025). BioMol-MQA: A Multi-Modal Question Answering Dataset For LLM Reasoning Over Bio-Molecular Interactions. arXiv preprint arXiv:2506.05766. [PDF]

3. Bhattacharyya, S., Yang, S., & Wang, J. Z. (2025). A Heterogeneous Multimodal Graph Learning Framework for Recognizing User Emotions in Social Networks. arXiv preprint arXiv:2501.07746.[PDF]

4. Yang, S., Yuan, H., Zhang, X., Wang, M., Zhang, H., & Wang, H. (2024, August). Conversational Dueling Bandits in Generalized Linear Models. In Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (pp. 3806-3817).[PDF]

5. Li X, Jonnagaddala J, Yang S, Zhang H, Xu XS. A retrospective analysis using deep-learning models for prediction of survival outcome and benefit of adjuvant chemotherapy in stage II/III colorectal cancer. J Cancer Res Clin Oncol. 2022 Aug;148(8):1955-1963. doi: 10.1007/s00432-022-03976-5. Epub 2022 Mar 24. PMID: 35332389. [PDF]

Education

09/2020 - 06/2023: Master of humanities & social sciences, major in Applied Statistics, University of Science and Technology of China