Zaifu Zhan - RankMe

26 papers Journal 23Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	EpiScreen: Early Epilepsy Detection from Electronic Health Records with Large Language Models. CoRR Shuang Zhou, Kai Yu, Zaifu Zhan, Huixue Zhou, Min Zeng, Feng Xie, Zhiyi Sha, Rui Zhang
2026	J	`jnl`	HeartAgent: An Autonomous Agent System for Explainable Differential Diagnosis in Cardiology. CoRR Shuang Zhou, Kai Yu, Song Wang, Wenya Xie, Zaifu Zhan, Meng-Han Tsai, Yuen-Hei Chung, Shutong Hou, Huixue Zhou, Min Zeng, Bhavadharini Ramu, Lin Yee Chen, Feng Xie, Rui Zhang
2026	J	`jnl`	MedCL-Bench: Benchmarking stability-efficiency trade-offs and scaling in biomedical continual learning. CoRR Min Zeng, Shuang Zhou, Zaifu Zhan, Rui Zhang
2026	J	`jnl`	PEER: Towards reliable and efficient inference via Patience-Based Early Exiting with Rejection. J. Biomed. Informatics Zaifu Zhan, Shuang Zhou, Rui Zhang
2026	J	`jnl`	To Reason or Not to: Selective Chain-of-Thought in Medical Question Answering. CoRR Zaifu Zhan, Min Zeng, Shuang Zhou, Yiran Song, Xiaoyi Chen, Yu Hou, Yifan Wu, Yang Ruan, Rui Zhang
2025	J	`jnl`	An evaluation of DeepSeek Models in Biomedical Natural Language Processing. CoRR Zaifu Zhan, Shuang Zhou, Huixue Zhou, Jiawen Deng, Yu Hou, Jeremy Yeung, Rui Zhang
2025	J	`jnl`	Automating Expert-Level Medical Reasoning Evaluation of Large Language Models. CoRR Shuang Zhou, Wenya Xie, Jiaxi Li, Zaifu Zhan, Meijia Song, Han Yang, Cheyenna Espinoza, Lindsay Welton, Xinnie Mai, Yanwei Jin, Zidu Xu, Yuen-Hei Chung, Yiyun Xing, Meng-Han Tsai, Emma Schaffer, Yucheng Shi, Ninghao Liu, Zirui Liu, Rui Zhang
2025	J	`jnl`	Automating expert-level medical reasoning evaluation of large language models. npj Digit. Medicine Shuang Zhou, Wenya Xie, Jiaxi Li, Zaifu Zhan, Meijia Song, Han Yang, Cheyenna Espinoza, Lindsay Welton, Xinnie Mai, Yanwei Jin, Zidu Xu, Yuen-Hei Chung, Yiyun Xing, Meng-Han Tsai, Emma Schaffer, Yucheng Shi, Ninghao Liu, Zirui Liu, Rui Zhang
2025	J	`jnl`	Benchmarking GPT-5 for biomedical natural language processing. CoRR Yu Hou, Zaifu Zhan, Rui Zhang
2025	J	`jnl`	Data-Efficient Biomedical In-Context Learning: A Diversity-Enhanced Submodular Perspective. CoRR Jun Wang, Zaifu Zhan, Qixin Zhang, Mingquan Lin, Meijia Song, Rui Zhang
2025	J	`jnl`	EPEE: Towards Efficient and Effective Foundation Models in Biomedicine. CoRR Zaifu Zhan, Shuang Zhou, Huixue Zhou, Zirui Liu, Rui Zhang
2025	J	`jnl`	MMRAG: Multi-Mode Retrieval-Augmented Generation with Large Language Models for Biomedical In-Context Learning. CoRR Zaifu Zhan, Jun Wang, Shuang Zhou, Jiawen Deng, Rui Zhang
2025	J	`jnl`	MMRAG: multi-mode retrieval-augmented generation with large language models for biomedical in-context learning. J. Am. Medical Informatics Assoc. Zaifu Zhan, Jun Wang, Shuang Zhou, Jiawen Deng, Rui Zhang
2025	J	`jnl`	PaperHelper: Knowledge-Based LLM QA Paper Reading Assistant. CoRR Congrui Yin, Evan Wei, Zhongxing Zhang, Zaifu Zhan
2025	J	`jnl`	Quantized Large Language Models in Biomedical Natural Language Processing: Evaluation and Recommendation. CoRR Zaifu Zhan, Shuang Zhou, Min Zeng, Kai Yu, Meijia Song, Xiaoyi Chen, Jun Wang, Yu Hou, Rui Zhang
2025	J	`jnl`	RAMIE: retrieval-augmented multi-task information extraction with large language models on dietary supplements. J. Am. Medical Informatics Assoc. Zaifu Zhan, Shuang Zhou, Mingchen Li, Rui Zhang
2025	J	`jnl`	Retrieval-augmented in-context learning for multimodal large language models in disease classification. CoRR Zaifu Zhan, Shuang Zhou, Xiaoshan Zhou, Yongkang Xiao, Jun Wang, Jiawen Deng, He Zhu, Yu Hou, Rui Zhang
2025	—	`conf`	The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit. ACL (1) Huixue Zhou, Hengrui Gu, Zaifu Zhan, Xi Liu, Kaixiong Zhou, Yongkang Xiao, Mingfu Liang, Srinivas Prasad Govindan, Piyush Chawla, Jiyan Yang, Xiangfei Meng, Huayu Li, Buyun Zhang, Liang Luo, Wen-Yen Chen, Yiping Han, Bo Long, Rui Zhang, Tianlong Chen
2025	—	`conf`	Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models. NAACL (Findings) Zaifu Zhan, Rui Zhang
2025	J	`jnl`	Uncertainty-Aware Large Language Models for Explainable Disease Diagnosis. CoRR Shuang Zhou, Jiashuo Wang, Zidu Xu, Song Wang, David Brauer, Lindsay Welton, Jacob Cogan, Yuen-Hei Chung, Lei Tian, Zaifu Zhan, Yu Hou, Mingquan Lin, Genevieve B. Melton, Rui Zhang
2025	J	`jnl`	Uncertainty-aware large language models for explainable disease diagnosis. npj Digit. Medicine Shuang Zhou, Jiashuo Wang, Zidu Xu, Song Wang, David Brauer, Lindsay Welton, Jacob Cogan, Yuen-Hei Chung, Lei Tian, Zaifu Zhan, Yu Hou, Mingquan Lin, Genevieve B. Melton, Rui Zhang
2024	J	`jnl`	Benchmarking Retrieval-Augmented Large Language Models in Biomedical NLP: Application, Robustness, and Self-Awareness. CoRR Mingchen Li, Zaifu Zhan, Han Yang, Yongkang Xiao, Jiatan Huang, Rui Zhang
2024	J	`jnl`	Large Language Models for Disease Diagnosis: A Scoping Review. CoRR Shuang Zhou, Zidu Xu, Mian Zhang, Chunpu Xu, Yawen Guo, Zaifu Zhan, Sirui Ding, Jiashuo Wang, Kaishuai Xu, Yi Fang, Liqiao Xia, Jeremy Yeung, Daochen Zha, Genevieve B. Melton, Mingquan Lin, Rui Zhang
2024	J	`jnl`	RAMIE: Retrieval-Augmented Multi-task Information Extraction with Large Language Models on Dietary Supplements. CoRR Zaifu Zhan, Shuang Zhou, Mingchen Li, Rui Zhang
2024	J	`jnl`	Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models. CoRR Zaifu Zhan, Rui Zhang
2020	—	`conf`	Enhancement of Omni-Directional EMAT Signal Using a Optimized Magnetic Circuit Design. IEEE SENSORS Zhe Wang, Zaifu Zhan, Shen Wang, Wei Zhao, Songling Huang