Enhancement of Omni-Directional EMAT Signal Using a Optimized Magnetic Circuit Design. - Zhe Wang 035; Zaifu Zhan; Shen Wang 003; Wei Zhao 031; Songling Huang (IEEE SENSORS, 2020)

Benchmarking Retrieval-Augmented Large Language Models in Biomedical NLP: Application, Robustness, and Self-Awareness. - Mingchen Li; Zaifu Zhan; Han Yang; Yongkang Xiao; Jiatan Huang; Rui Zhang 028 (CoRR, 2024)

Large Language Models for Disease Diagnosis: A Scoping Review. - Shuang Zhou 012; Zidu Xu; Mian Zhang; Chunpu Xu; Yawen Guo; Zaifu Zhan; Sirui Ding; Jiashuo Wang; Kaishuai Xu; Yi Fang; Liqiao Xia; Jeremy Yeung; et al. (CoRR, 2024)

Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models. - Zaifu Zhan; Rui Zhang 028 (CoRR, 2024)

The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit. - Huixue Zhou; Hengrui Gu 002; Zaifu Zhan; Xi Liu; Kaixiong Zhou; Yongkang Xiao; Mingfu Liang; Srinivas Prasad Govindan; Piyush Chawla; Jiyan Yang; Xiangfei Meng; Huayu Li; et al. (ACL (1), 2025)

Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models. - Zaifu Zhan; Rui Zhang (NAACL (Findings), 2025)

RAMIE: retrieval-augmented multi-task information extraction with large language models on dietary supplements. - Zaifu Zhan; Shuang Zhou 012; Mingchen Li; Rui Zhang 028 (J. Am. Medical Informatics Assoc., 2025)

PaperHelper: Knowledge-Based LLM QA Paper Reading Assistant. - Congrui Yin; Evan Wei; Zhongxing Zhang 001; Zaifu Zhan (CoRR, 2025)

MMRAG: Multi-Mode Retrieval-Augmented Generation with Large Language Models for Biomedical In-Context Learning. - Zaifu Zhan; Jun Wang; Shuang Zhou 012; Jiawen Deng; Rui Zhang 028 (CoRR, 2025)

An evaluation of DeepSeek Models in Biomedical Natural Language Processing. - Zaifu Zhan; Shuang Zhou 012; Huixue Zhou; Jiawen Deng; Yu Hou; Jeremy Yeung; Rui Zhang 028 (CoRR, 2025)

EPEE: Towards Efficient and Effective Foundation Models in Biomedicine. - Zaifu Zhan; Shuang Zhou 012; Huixue Zhou; Zirui Liu 001; Rui Zhang 028 (CoRR, 2025)

Retrieval-augmented in-context learning for multimodal large language models in disease classification. - Zaifu Zhan; Shuang Zhou 012; Xiaoshan Zhou; Yongkang Xiao; Jun Wang; Jiawen Deng; He Zhu; Yu Hou; Rui Zhang 028 (CoRR, 2025)

Uncertainty-Aware Large Language Models for Explainable Disease Diagnosis. - Shuang Zhou 012; Jiashuo Wang; Zidu Xu; Song Wang 013; David Brauer; Lindsay Welton; Jacob Cogan; Yuen-Hei Chung; Lei Tian; Zaifu Zhan; Yu Hou; Mingquan Lin; et al. (CoRR, 2025)

Automating Expert-Level Medical Reasoning Evaluation of Large Language Models. - Shuang Zhou 012; Wenya Xie; Jiaxi Li; Zaifu Zhan; Meijia Song; Han Yang; Cheyenna Espinoza; Lindsay Welton; Xinnie Mai; Yanwei Jin; Zidu Xu; Yuen-Hei Chung; et al. (CoRR, 2025)

Data-Efficient Biomedical In-Context Learning: A Diversity-Enhanced Submodular Perspective. - Jun Wang; Zaifu Zhan; Qixin Zhang; Mingquan Lin; Meijia Song; Rui Zhang 028 (CoRR, 2025)