Good, Better, Best: Textual Distractors Generation for Multi-Choice VQA via Policy Gradient. - Jiaying Lu 001; Xin Ye; Yi Ren; Yezhou Yang (CoRR, 2019)

Evaluation of Unsupervised Entity and Event Salience Estimation. - Jiaying Lu 001; Jinho D. Choi (FLAIRS, 2021)

Open-World Taxonomy and Knowledge Graph Co-Learning. - Jiaying Lu 001; Carl Yang 001 (AKBC, 2022)

Good, Better, Best: Textual Distractors Generation for Multiple-Choice Visual Question Answering via Reinforcement Learning. - Jiaying Lu 001; Xin Ye; Yi Ren; Yezhou Yang (CVPR Workshops, 2022)

How Can Graph Neural Networks Help Document Retrieval: A Case Study on CORD19 with Concept Map Generation. - Hejie Cui; Jiaying Lu 001; Yao Ge 003; Carl Yang 001 (ECIR (2), 2022)

Closed-book Question Generation via Contrastive Learning. - Xiangjue Dong; Jiaying Lu 001; Jianling Wang; James Caverlee (EACL, 2023)

MuG: A Multimodal Classification Benchmark on Game Data with Tabular, Textual, and Visual Fields. - Jiaying Lu 001; Yongchen Qian; Shifan Zhao; Yuanzhe Xi; Carl Yang 001 (EMNLP (Findings), 2023)

HiPrompt: Few-Shot Biomedical Knowledge Fusion via Hierarchy-Oriented Prompting. - Jiaying Lu 001; Jiaming Shen; Bo Xiong; Wenjing Ma; Steffen Staab; Carl Yang 001 (SIGIR, 2023)

Beyond One-Model-Fits-All: A Survey of Domain Specialization for Large Language Models. - Chen Ling 003; Xujiang Zhao; Jiaying Lu 001; Chengyuan Deng; Can Zheng; Junxiang Wang; Tanmoy Chowdhury; Yun Li 005; Hejie Cui; Xuchao Zhang; Tianjiao Zhao; Amit Panalkar; et al. (CoRR, 2023)

A Survey on Knowledge Graphs for Healthcare: Resources, Applications, and Promises. - Hejie Cui; Jiaying Lu 001; Shiyu Wang 002; Ran Xu 002; Wenjing Ma; Shaojun Yu; Yue Yu 001; Xuan Kan; Chen Ling 003; Joyce C. Ho; Fei Wang; Carl Yang 001 (CoRR, 2023)

Evaluation and Mitigation of Agnosia in Multimodal Large Language Models. - Jiaying Lu 001; Jinmeng Rao; Kezhen Chen; Xiaoyuan Guo; Yawen Zhang; Baochen Sun; Carl Yang 001; Jie Yang (CoRR, 2023)

Weakly Supervised Concept Map Generation Through Task-Guided Graph Translation. - Jiaying Lu 001; Xiangjue Dong; Carl Yang 001 (IEEE Trans. Knowl. Data Eng., 2023)

PromptLink: Leveraging Large Language Models for Cross-Source Biomedical Concept Linking. - Yuzhang Xie; Jiaying Lu 001; Joyce C. Ho; Fadi B. Nahab; Xiao Hu 002; Carl Yang 001 (SIGIR, 2024)

Uncertainty-Aware Pre-Trained Foundation Models for Patient Risk Prediction via Gaussian Process. - Jiaying Lu 001; Shifan Zhao; Wenjing Ma; Hui Shao; Xiao Hu 002; Yuanzhe Xi; Carl Yang 001 (WWW (Companion Volume), 2024)

Beyond Efficiency: A Systematic Survey of Resource-Efficient Large Language Models. - Guangji Bai; Zheng Chai; Chen Ling 003; Shiyu Wang 002; Jiaying Lu 001; Nan Zhang; Tingwei Shi; Ziyang Yu; Mengdan Zhu; Yifei Zhang 006; Carl Yang 001; Yue Cheng 001; et al. (CoRR, 2024)

Evaluation of General Large Language Models in Contextually Assessing Semantic Concepts Extracted from Adult Critical Care Electronic Health Record Notes. - Darren Liu; Cheng Ding; Delgersuren Bold; Monique Bouvier; Jiaying Lu 001; Benjamin Shickel; Craig S. Jabaley; Wenhui Zhang; Soojin Park; Michael J. Young; Mark S. Wainwright; Gilles Clermont; et al. (CoRR, 2024)

LogicPrpBank: A Corpus for Logical Implication and Equivalence. - Zhexiong Liu; Jing Zhang; Jiaying Lu 001; Wenjing Ma; Joyce C. Ho (CoRR, 2024)

Efficient Two-Stage Gaussian Process Regression Via Automatic Kernel Search and Subsampling. - Shifan Zhao; Jiaying Lu 001; Carl Ji Yang; Edmond Chow; Yuanzhe Xi (CoRR, 2024)

Measuring Spiritual Values and Bias of Large Language Models. - Songyuan Liu; Ziyang Zhang; Runze Yan; Wei Wu; Carl Yang 001; Jiaying Lu 001 (CoRR, 2024)

MaSH: Maximal Separating Poincaré Hyperplanes for Hierarchical Imbalanced Learning. - Bo Xiong; Jiaying Lu 001; Yuqicheng Zhu; Carl Yang 001 (WWW (Companion Volume), 2025)

A review on knowledge graphs for healthcare: Resources, applications, and promises. - Hejie Cui; Jiaying Lu 001; Ran Xu 002; Shiyu Wang 002; Wenjing Ma; Yue Yu 001; Shaojun Yu; Xuan Kan; Chen Ling 003; Liang Zhao 002; Zhaohui S. Qin; Joyce C. Ho; et al. (J. Biomed. Informatics, 2025)

Early Risk Prediction of Pediatric Cardiac Arrest from Electronic Health Records via Multimodal Fused Transformer. - Jiaying Lu 001; Stephanie R. Brown; Songyuan Liu; Shifan Zhao; Kejun Dong; Del Bold; Michael Fundora; Alaa Aljiffry; Alex Fedorov; Jocelyn Grunwell; Xiao Hu 002 (CoRR, 2025)

Continuous Cardiac Arrest Prediction in ICU using PPG Foundation Model. - Saurabh Kataria 001; Ran Xiao; Timothy Ruchti; Matthew Clark; Jiaying Lu 001; Randall J. Lee; Jocelyn Grunwell; Xiao Hu 002 (CoRR, 2025)

Mining Social Determinants of Health for Heart Failure Patient 30-Day Readmission via Large Language Model. - Mingchen Shao; Youjeong Kang; Xiao Hu 002; Gloria Hyun-Jung Kwak; Carl Yang 001; Jiaying Lu 001 (CoRR, 2025)

Large Language Model Empowered Privacy-Protected Framework for PHI Annotation in Clinical Notes. - Guanchen Wu; Linzhi Zheng; Han Xie; Zhen Xiang; Jiaying Lu 001; Darren Liu; Delgersuren Bold; Bo Li 026; Xiao Hu 002; Carl Yang 001 (CoRR, 2025)

KERAP: A Knowledge-Enhanced Reasoning Approach for Accurate Zero-shot Diagnosis Prediction Using Multi-agent LLMs. - Yuzhang Xie; Hejie Cui; Ziyang Zhang; Jiaying Lu 001; Kai Shu; Fadi B. Nahab; Xiao-Hu Zhou; Carl Yang 001 (CoRR, 2025)

HypKG: Hypergraph-based Knowledge Graph Contextualization for Precision Healthcare. - Yuzhang Xie; Xu Han; Ran Xu 002; Xiao Hu 002; Jiaying Lu 001; Carl Yang 001 (CoRR, 2025)