Jiaying Lu - RankMe

50 papers A* 2A 1Misc 1Journal 34Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey. ACM Comput. Surv. Chen Ling, Xujiang Zhao, Jiaying Lu, Chengyuan Deng, Can Zheng, Junxiang Wang, Tanmoy Chowdhury, Yun Li, Hejie Cui, Xuchao Zhang, Tianjiao Zhao, Amit Panalkar, Dhagash Mehta, Stefano Pasquali, Wei Cheng, Haoyu Wang, Yanchi Liu, Zhengzhang Chen, Haifeng Chen, Chris White, Quanquan Gu, Jian Pei, Carl Yang, Liang Zhao
2026	J	`jnl`	LLM-MINE: Large Language Model based Alzheimer's Disease and Related Dementias Phenotypes Mining from Clinical Notes. CoRR Mingchen Shao, Yuzhang Xie, Carl Yang, Jiaying Lu
2025	J	`jnl`	A review on knowledge graphs for healthcare: Resources, applications, and promises. J. Biomed. Informatics Hejie Cui, Jiaying Lu, Ran Xu, Shiyu Wang, Wenjing Ma, Yue Yu, Shaojun Yu, Xuan Kan, Chen Ling, Liang Zhao, Zhaohui S. Qin, Joyce C. Ho, Tianfan Fu, Jing Ma, Mengdi Huai, Fei Wang, Carl Yang
2025	—	`conf`	An Electrocardiogram Multi-Task Benchmark with Comprehensive Evaluations and Insightful Findings. MedInfo Yuhao Xu, Jiaying Lu, Sirui Ding, Defu Cao, Xiao Hu, Carl Yang
2025	J	`jnl`	An Electrocardiogram Multi-task Benchmark with Comprehensive Evaluations and Insightful Findings. CoRR Yuhao Xu, Jiaying Lu, Sirui Ding, Defu Cao, Xiao Hu, Carl Yang
2025	J	`jnl`	BioMedJImpact: A Comprehensive Dataset and LLM Pipeline for AI Engagement and Scientific Impact Analysis of Biomedical Journals. CoRR Ruiyu Wang, Yuzhang Xie, Xiao Hu, Carl Yang, Jiaying Lu
2025	J	`jnl`	ClinNoteAgents: An LLM Multi-Agent System for Predicting and Interpreting Heart Failure 30-Day Readmission from Clinical Notes. CoRR Rongjia Zhou, Chengzhuo Li, Carl Yang, Jiaying Lu
2025	J	`jnl`	Continuous Cardiac Arrest Prediction in ICU using PPG Foundation Model. CoRR Saurabh Kataria, Ran Xiao, Timothy Ruchti, Matthew Clark, Jiaying Lu, Randall J. Lee, Jocelyn Grunwell, Xiao Hu
2025	J	`jnl`	Early Risk Prediction of Pediatric Cardiac Arrest from Electronic Health Records via Multimodal Fused Transformer. CoRR Jiaying Lu, Stephanie R. Brown, Songyuan Liu, Shifan Zhao, Kejun Dong, Del Bold, Michael Fundora, Alaa Aljiffry, Alex Fedorov, Jocelyn Grunwell, Xiao Hu
2025	J	`jnl`	EnECG: Efficient Ensemble Learning for Electrocardiogram Multi-task Foundation Model. CoRR Yuhao Xu, Xiaoda Wang, Jiaying Lu, Sirui Ding, Defu Cao, Huaxiu Yao, Yan Liu, Xiao Hu, Carl Yang
2025	J	`jnl`	Generalist vs Specialist Time Series Foundation Models: Investigating Potential Emergent Behaviors in Assessing Human Health Using PPG Signals. CoRR Saurabh Kataria, Yi Wu, Zhaoliang Chen, Gloria Hyunjung Kwak, Yuhao Xu, Lovely Yeswanth Panchumarthi, Ran Xiao, Jiaying Lu, Ayca Ermis, Anni Zhao, Runze Yan, Alex Federov, Zewen Liu, Xu Wu, Wei Jin, Carl Yang, Jocelyn Grunwell, Stephanie R. Brown, Amit J. Shah, Craig S. Jabaley, Timothy G. Buchman, Sivasubramanium V. Bhavani, Randall J. Lee, Xiao Hu
2025	—	`conf`	HypKG: Hypergraph-Based Knowledge Graph Contextualization for Precision Healthcare. ISWC (1) Yuzhang Xie, Xu Han, Ran Xu, Xiao Hu, Jiaying Lu, Carl Yang
2025	J	`jnl`	HypKG: Hypergraph-based Knowledge Graph Contextualization for Precision Healthcare. CoRR Yuzhang Xie, Xu Han, Ran Xu, Xiao Hu, Jiaying Lu, Carl Yang
2025	—	`conf`	Integrating Epigenetic and Phenotypic Features for Biological Age Estimation in Cancer Patients via Multimodal Learning. BIBM Shuyue Jiang, Wenjing Ma, Shaojun Yu, Chang Su, Runze Yan, Jiaying Lu
2025	J	`jnl`	KERAP: A Knowledge-Enhanced Reasoning Approach for Accurate Zero-shot Diagnosis Prediction Using Multi-agent LLMs. CoRR Yuzhang Xie, Hejie Cui, Ziyang Zhang, Jiaying Lu, Kai Shu, Fadi B. Nahab, Xiao-Hu Zhou, Carl Yang
2025	J	`jnl`	Knowledge Graph Augmented Large Language Models for Disease Prediction. CoRR Ruiyu Wang, Tuan Vinh, Ran Xu, Yuyin Zhou, Jiaying Lu, Carl Yang, Francisco Pasquel
2025	—	`conf`	Large Language Model Empowered Privacy-Protected Framework for PHI Annotation in Clinical Notes. MedInfo Guanchen Wu, Linzhi Zheng, Han Xie, Zhen Xiang, Jiaying Lu, Darren Liu, Delgersuren Bold, Bo Li, Xiao Hu, Carl Yang
2025	J	`jnl`	Large Language Model Empowered Privacy-Protected Framework for PHI Annotation in Clinical Notes. CoRR Guanchen Wu, Linzhi Zheng, Han Xie, Zhen Xiang, Jiaying Lu, Darren Liu, Delgersuren Bold, Bo Li, Xiao Hu, Carl Yang
2025	J	`jnl`	Longitudinal Progression Prediction of Alzheimer's Disease with Tabular Foundation Model. CoRR Yilang Ding, Jiawen Ren, Jiaying Lu, Gloria Hyunjung Kwak, Armin Iraji, Alex Fedorov
2025	—	`conf`	MaSH: Maximal Separating Poincaré Hyperplanes for Hierarchical Imbalanced Learning. WWW (Companion Volume) Bo Xiong, Jiaying Lu, Yuqicheng Zhu, Carl Yang
2025	—	`conf`	Mining Social Determinants of Health for Heart Failure Patient 30-Day Readmission via Large Language Model. MedInfo Mingchen Shao, Youjeong Kang, Xiao Hu, Gloria Hyunjung Kwak, Carl Yang, Jiaying Lu
2025	J	`jnl`	Mining Social Determinants of Health for Heart Failure Patient 30-Day Readmission via Large Language Model. CoRR Mingchen Shao, Youjeong Kang, Xiao Hu, Gloria Hyun-Jung Kwak, Carl Yang, Jiaying Lu
2025	—	`conf`	ScPanKD: Distilling Pan-Cancer Knowledge for Enhanced T Cell Subtypes Annotation in Single-Cell Transcriptomics Data. BIBM Wenjing Ma, Xiaoqing Yu, Jiaying Lu, Jing Zhang, Xiang Zhou, Xuefeng Wang
2025	J	`jnl`	Towards Synthesizing Normative Data for Cognitive Assessments Using Generative Multimodal Large Language Models. CoRR Victoria Yan, Honor Chotkowski, Fengran Wang, Xinhui Li, Jessica L. Saurman, Fadi B. Nahab, David Loring, Carl Yang, Jiaying Lu, Runze Yan, Xiao Hu, Alex Fedorov
2024	J	`jnl`	Beyond Efficiency: A Systematic Survey of Resource-Efficient Large Language Models. CoRR Guangji Bai, Zheng Chai, Chen Ling, Shiyu Wang, Jiaying Lu, Nan Zhang, Tingwei Shi, Ziyang Yu, Mengdan Zhu, Yifei Zhang, Carl Yang, Yue Cheng, Liang Zhao
2024	J	`jnl`	Efficient Two-Stage Gaussian Process Regression Via Automatic Kernel Search and Subsampling. CoRR Shifan Zhao, Jiaying Lu, Carl Ji Yang, Edmond Chow, Yuanzhe Xi
2024	J	`jnl`	Evaluation of General Large Language Models in Contextually Assessing Semantic Concepts Extracted from Adult Critical Care Electronic Health Record Notes. CoRR Darren Liu, Cheng Ding, Delgersuren Bold, Monique Bouvier, Jiaying Lu, Benjamin Shickel, Craig S. Jabaley, Wenhui Zhang, Soojin Park, Michael J. Young, Mark S. Wainwright, Gilles Clermont, Parisa Rashidi, Eric S. Rosenthal, Laurie Dimisko, Ran Xiao, Joo Heung Yoon, Carl Yang, Xiao Hu
2024	J	`jnl`	LogicPrpBank: A Corpus for Logical Implication and Equivalence. CoRR Zhexiong Liu, Jing Zhang, Jiaying Lu, Wenjing Ma, Joyce C. Ho
2024	J	`jnl`	Measuring Spiritual Values and Bias of Large Language Models. CoRR Songyuan Liu, Ziyang Zhang, Runze Yan, Wei Wu, Carl Yang, Jiaying Lu
2024	A*	`conf`	PromptLink: Leveraging Large Language Models for Cross-Source Biomedical Concept Linking. SIGIR Yuzhang Xie, Jiaying Lu, Joyce C. Ho, Fadi B. Nahab, Xiao Hu, Carl Yang
2024	J	`jnl`	PromptLink: Leveraging Large Language Models for Cross-Source Biomedical Concept Linking. CoRR Yuzhang Xie, Jiaying Lu, Joyce C. Ho, Fadi B. Nahab, Xiao Hu, Carl Yang
2024	—	`conf`	Uncertainty-Aware Pre-Trained Foundation Models for Patient Risk Prediction via Gaussian Process. WWW (Companion Volume) Jiaying Lu, Shifan Zhao, Wenjing Ma, Hui Shao, Xiao Hu, Yuanzhe Xi, Carl Yang
2023	J	`jnl`	A Survey on Knowledge Graphs for Healthcare: Resources, Applications, and Promises. CoRR Hejie Cui, Jiaying Lu, Shiyu Wang, Ran Xu, Wenjing Ma, Shaojun Yu, Yue Yu, Xuan Kan, Chen Ling, Joyce C. Ho, Fei Wang, Carl Yang
2023	J	`jnl`	Beyond One-Model-Fits-All: A Survey of Domain Specialization for Large Language Models. CoRR Chen Ling, Xujiang Zhao, Jiaying Lu, Chengyuan Deng, Can Zheng, Junxiang Wang, Tanmoy Chowdhury, Yun Li, Hejie Cui, Xuchao Zhang, Tianjiao Zhao, Amit Panalkar, Wei Cheng, Haoyu Wang, Yanchi Liu, Zhengzhang Chen, Haifeng Chen, Chris White, Quanquan Gu, Carl Yang, Liang Zhao
2023	A	`conf`	Closed-book Question Generation via Contrastive Learning. EACL Xiangjue Dong, Jiaying Lu, Jianling Wang, James Caverlee
2023	J	`jnl`	Evaluation and Mitigation of Agnosia in Multimodal Large Language Models. CoRR Jiaying Lu, Jinmeng Rao, Kezhen Chen, Xiaoyuan Guo, Yawen Zhang, Baochen Sun, Carl Yang, Jie Yang
2023	A*	`conf`	HiPrompt: Few-Shot Biomedical Knowledge Fusion via Hierarchy-Oriented Prompting. SIGIR Jiaying Lu, Jiaming Shen, Bo Xiong, Wenjing Ma, Steffen Staab, Carl Yang
2023	J	`jnl`	HiPrompt: Few-Shot Biomedical Knowledge Fusion via Hierarchy-Oriented Prompting. CoRR Jiaying Lu, Jiaming Shen, Bo Xiong, Wenjing Ma, Steffen Staab, Carl Yang
2023	—	`conf`	MuG: A Multimodal Classification Benchmark on Game Data with Tabular, Textual, and Visual Fields. EMNLP (Findings) Jiaying Lu, Yongchen Qian, Shifan Zhao, Yuanzhe Xi, Carl Yang
2023	J	`jnl`	MuG: A Multimodal Classification Benchmark on Game Data with Tabular, Textual, and Visual Fields. CoRR Jiaying Lu, Yongchen Qian, Shifan Zhao, Yuanzhe Xi, Carl Yang
2023	J	`jnl`	Weakly Supervised Concept Map Generation Through Task-Guided Graph Translation. IEEE Trans. Knowl. Data Eng. Jiaying Lu, Xiangjue Dong, Carl Yang
2022	J	`jnl`	Closed-book Question Generation via Contrastive Learning. CoRR Xiangjue Dong, Jiaying Lu, Jianling Wang, James Caverlee
2022	—	`conf`	Good, Better, Best: Textual Distractors Generation for Multiple-Choice Visual Question Answering via Reinforcement Learning. CVPR Workshops Jiaying Lu, Xin Ye, Yi Ren, Yezhou Yang
2022	—	`conf`	How Can Graph Neural Networks Help Document Retrieval: A Case Study on CORD19 with Concept Map Generation. ECIR (2) Hejie Cui, Jiaying Lu, Yao Ge, Carl Yang
2022	J	`jnl`	How Can Graph Neural Networks Help Document Retrieval: A Case Study on CORD19 with Concept Map Generation. CoRR Hejie Cui, Jiaying Lu, Yao Ge, Carl Yang
2022	—	`conf`	Open-World Taxonomy and Knowledge Graph Co-Learning. AKBC Jiaying Lu, Carl Yang
2021	Misc	`conf`	Evaluation of Unsupervised Entity and Event Salience Estimation. FLAIRS Jiaying Lu, Jinho D. Choi
2021	J	`jnl`	Evaluation of Unsupervised Entity and Event Salience Estimation. CoRR Jiaying Lu, Jinho D. Choi
2021	J	`jnl`	Weakly Supervised Concept Map Generation through Task-Guided Graph Translation. CoRR Jiaying Lu, Xiangjue Dong, Carl Yang
2019	J	`jnl`	Good, Better, Best: Textual Distractors Generation for Multi-Choice VQA via Policy Gradient. CoRR Jiaying Lu, Xin Ye, Yi Ren, Yezhou Yang