Yifan Yang

According to our database, Yifan Yang authored at least 17 papers between 2020 and 2025.

Collaborative distances:

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

2025

Knowledge-guided Contextual Gene Set Analysis Using Large Language Models.

Zhizheng Wang, Chi-Ping Day, Chih-Hsuan Wei, Qiao Jin, Robert Leaman, Yifan Yang, Shubo Tian, Aodong Qiu, Yin Fang, Qingqing Zhu, Xinghua Lu, Zhiyong Lu

CoRR, June, 2025

RAG-Gym: Optimizing Reasoning and Search Agents with Process Supervision.

Guangzhi Xiong, Qiao Jin, Xiao Wang, Yin Fang, Haolin Liu, Yifan Yang, Fangyuan Chen, Zhixing Song, Dengyu Wang, Minjia Zhang, Zhiyong Lu, Aidong Zhang

CoRR, February, 2025

Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey.

Xiaoyu Liu, Paiheng Xu, Junda Wu, Jiaxin Yuan, Yifan Yang, Yuhang Zhou, Fuxiao Liu, Tianrui Guan, Haoliang Wang, Tong Yu, Julian J. McAuley, Wei Ai, Furong Huang

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

2024

GeneGPT: augmenting large language models with domain tools for improved access to biomedical information.

Qiao Jin, Yifan Yang, Qingyu Chen, Zhiyong Lu

Bioinform., February, 2024

A survey of recent methods for addressing AI fairness and bias in biomedicine.

Yifan Yang, Mingquan Lin, Han Zhao, Yifan Peng, Furong Huang, Zhiyong Lu

J. Biomed. Informatics, 2024

Ensuring Safety and Trust: Analyzing the Risks of Large Language Models in Medicine.

Yifan Yang, Qiao Jin, Robert Leaman, Xiaoyu Liu, Guangzhi Xiong, Maame Sarfo-Gyamfi, Changlin Gong, Santiago Ferrière-Steinert, W. John Wilbur, Xiaojun Li, Jiaxin Yuan, Bang An, Kelvin S. Castro, Francisco Erramuspe Álvarez, Matías Stockle, Aidong Zhang, Furong Huang, Zhiyong Lu

CoRR, 2024

Demystifying Large Language Models for Medicine: A Primer.

Qiao Jin, Nicholas Wan, Robert Leaman, Shubo Tian, Zhizheng Wang, Yifan Yang, Zifeng Wang, Guangzhi Xiong, Po-Ting Lai, Qingqing Zhu, Benjamin Hou, Maame Sarfo-Gyamfi, Gongbo Zhang, Aidan Gilson, Balu Bhasuran, Zhe He, Aidong Zhang, Jimeng Sun, Chunhua Weng, Ronald M. Summers, Qingyu Chen, Yifan Peng, Zhiyong Lu

CoRR, 2024

Beyond Multiple-Choice Accuracy: Real-World Challenges of Implementing Large Language Models in Healthcare.

Yifan Yang, Qiao Jin, Qingqing Zhu, Zhizheng Wang, Francisco Erramuspe Álvarez, Nicholas Wan, Benjamin Hou, Zhiyong Lu

CoRR, 2024

Adversarial Attacks on Large Language Models in Medicine.

Yifan Yang, Qiao Jin, Furong Huang, Zhiyong Lu

CoRR, 2024

Comparing E-bike and Conventional Bicycle Use Patterns in a Public Bike Share System: A Case Study of Richmond, VA.

Yifan Yang, Elliott Sloate, Nashid Khadem, Celeste Chavis, Vanessa Frías-Martínez

CoRR, 2024

AgentMD: Empowering Language Agents for Risk Prediction with Large-Scale Clinical Tool Learning.

Qiao Jin, Zhizheng Wang, Yifan Yang, Qingqing Zhu, Donald Wright, Thomas Huang, W. John Wilbur, Zhe He, Andrew Taylor, Qingyu Chen, Zhiyong Lu

CoRR, 2024

Unmasking and Quantifying Racial Bias of Large Language Models in Medical Report Generation.

Yifan Yang, Xiaoyu Liu, Qiao Jin, Furong Huang, Zhiyong Lu

CoRR, 2024

Opportunities and challenges for ChatGPT and large language models in biomedicine and health.

Shubo Tian, Qiao Jin, Lana Yeganova, Po-Ting Lai, Qingqing Zhu, Xiuying Chen, Yifan Yang, Qingyu Chen, Won Kim, Donald C. Comeau, Rezarta Islamaj, Aadit Kapoor, Xin Gao, Zhiyong Lu

Briefings Bioinform., 2024

2023

C-Disentanglement: Discovering Causally-Independent Generative Factors under an Inductive Bias of Confounder.

Xiaoyu Liu, Jiaxin Yuan, Bang An, Yuancheng Xu, Yifan Yang, Furong Huang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021

Comfetch: Federated Learning of Large Networks on Memory-Constrained Clients via Sketching.

Tahseen Rabbani, Brandon Yushan Feng, Yifan Yang, Arjun Rajkumar, Amitabh Varshney, Furong Huang

CoRR, 2021

Lifelong Learning Based Disease Diagnosis on Clinical Notes.

Zifeng Wang, Yifan Yang, Rui Wen, Xi Chen, Shao-Lun Huang, Yefeng Zheng

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

2020

Epiviz File Server: Query, transform and interactively explore data from indexed genomic files.

Jayaram Kancherla, Yifan Yang, Hyeyun Chae, Héctor Corrada Bravo

Bioinform., 2020