Congning Ni

According to our database, Congning Ni authored at least 9 papers between 2021 and 2026.

Collaborative distances:

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

2026

Disentangling Prompt Element Level Risk Factors for Hallucinations and Omissions in Mental Health LLM Responses.

Congning Ni, Sarvech Qadir, Bryan D. Steitz, Mihir Sachin Vaidya, Qingyuan Song, Lantian Xia, Shelagh Mulvaney, Siru Liu, Hyeyoung Ryu, Leah Hecht, Amy Bucher, Christopher Symons, Laurie L. Novak, Susannah L. Rose, Murat Kantarcioglu, Bradley A. Malin, Zhijun Yin

CoRR, April, 2026

VERI-DPO: Evidence-Aware Alignment for Clinical Summarization via Claim Verification and Direct Preference Optimization.

Weixin Liu, Congning Ni, Qingyuan Song, Susannah L. Rose, Christopher Symons, Murat Kantarcioglu, Bradley A. Malin, Zhijun Yin

CoRR, March, 2026

Learning When to Sample: Confidence-Aware Self-Consistency for Efficient LLM Chain-of-Thought Reasoning.

Juming Xiong, Kevin Guo, Congning Ni, Chao Yan, Katherine E. Brown, Avinash Baidya, Xiang Gao, Bradley A. Malin, Zhijun Yin

CoRR, March, 2026

2025

Catalysts of Conversation: Examining Interaction Dynamics Between Topic Initiators and Commentors in Alzheimer's Disease Online Communities.

Congning Ni, Qingxia Chen, Lijun Song, Patricia Commiskey, Qingyuan Song, Bradley A. Malin, Zhijun Yin

Proceedings of the ACM on Web Conference 2025, 2025

Examining Online Caregiving Discussions Across Racial Groups of Informal Alzheimer's Disease Caregivers.

Congning Ni, Eric Chen, Lauren Stratton, Patricia Commiskey, Lijun Song, Qingxia Chen, Pamela J. Wisniewski, Bradley A. Malin, Zhijun Yin

Proceedings of the MEDINFO 2025 - Healthcare Smart × Medicine Deep, 2025

Using Large Language Model for Efficient Extraction of Treatment Discontinuation Information - A Study of Online Breast Cancer Community Posts.

Qingyuan Song, Jessie Yang, Ndidiamaka Obi, Congning Ni, Jeremy L. Warner, Qingxia Chen, Lijun Song, S. Trent Rosenbloom, Bradley A. Malin, Zhijun Yin

Proceedings of the Artificial Intelligence in Medicine - 23rd International Conference, 2025

2023

Learning From Peers: A Survey of Perception and Utilization of Online Peer Support Among Informal Dementia Caregivers.

Zhijun Yin, Lauren Stratton, Qingyuan Song, Congning Ni, Lijun Song, Patricia A. Commiskey, Qingxia Chen, Mónica Moreno, Sam Fazio, Bradley A. Malin

CoRR, 2023

2022

"Rough Day ... Need a Hug": Learning Challenges and Experiences of the Alzheimer's Disease and Related Dementia Caregivers on Reddit.

Congning Ni, Bradley A. Malin, Lijun Song, Angela L. Jefferson, Patricia Commiskey, Zhijun Yin

Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022

2021

Identifying Posts from Reddit Talking About ADRD Caring Experiences Using Machine Learning.

Congning Ni, Jonathan Hughes, Andrew Nam, Zhijun Yin

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021