Jiaying Lu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 24

Top Topics

Gaussian Process Regression

Logical Implication

Document Retrieval

Top Venues

Publications

Yuzhang Xie, Jiaying Lu, Joyce Ho, Fadi B. Nahab, Xiao Hu, Carl Yang
PromptLink: Leveraging Large Language Models for Cross-Source Biomedical Concept Linking. SIGIR (2024)
Yuzhang Xie, Jiaying Lu, Joyce Ho, Fadi B. Nahab, Xiao Hu, Carl Yang
PromptLink: Leveraging Large Language Models for Cross-Source Biomedical Concept Linking. CoRR (2024)
Zhexiong Liu, Jing Zhang, Jiaying Lu, Wenjing Ma, Joyce C. Ho
LogicPrpBank: A Corpus for Logical Implication and Equivalence. CoRR (2024)
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 J. Yang, Xiao Hu
Evaluation of General Large Language Models in Contextually Assessing Semantic Concepts Extracted from Adult Critical Care Electronic Health Record Notes. CoRR (2024)
Jiaying Lu, Shifan Zhao, Wenjing Ma, Hui Shao, Xiao Hu, Yuanzhe Xi, Carl Yang
Uncertainty-Aware Pre-Trained Foundation Models for Patient Risk Prediction via Gaussian Process. WWW (Companion Volume) (2024)
Shifan Zhao, Jiaying Lu, Carl Ji Yang, Edmond Chow, Yuanzhe Xi
Efficient Two-Stage Gaussian Process Regression Via Automatic Kernel Search and Subsampling. CoRR (2024)
Jiaying Lu, Yongchen Qian, Shifan Zhao, Yuanzhe Xi, Carl Yang
MuG: A Multimodal Classification Benchmark on Game Data with Tabular, Textual, and Visual Fields. EMNLP (Findings) (2023)
Jiaying Lu, Jiaming Shen, Bo Xiong, Wenjing Ma, Steffen Staab, Carl Yang
HiPrompt: Few-Shot Biomedical Knowledge Fusion via Hierarchy-Oriented Prompting. CoRR (2023)
Jiaying Lu, Jinmeng Rao, Kezhen Chen, Xiaoyuan Guo, Yawen Zhang, Baochen Sun, Carl Yang, Jie Yang
Evaluation and Mitigation of Agnosia in Multimodal Large Language Models. CoRR (2023)
Xiangjue Dong, Jiaying Lu, Jianling Wang, James Caverlee
Closed-book Question Generation via Contrastive Learning. EACL (2023)
Jiaying Lu, Jiaming Shen, Bo Xiong, Wenjing Ma, Steffen Staab, Carl Yang
HiPrompt: Few-Shot Biomedical Knowledge Fusion via Hierarchy-Oriented Prompting. SIGIR (2023)
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
Beyond One-Model-Fits-All: A Survey of Domain Specialization for Large Language Models. CoRR (2023)
Jiaying Lu, Yongchen Qian, Shifan Zhao, Yuanzhe Xi, Carl Yang
MuG: A Multimodal Classification Benchmark on Game Data with Tabular, Textual, and Visual Fields. CoRR (2023)
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
A Survey on Knowledge Graphs for Healthcare: Resources, Applications, and Promises. CoRR (2023)
Jiaying Lu, Xiangjue Dong, Carl J. Yang
Weakly Supervised Concept Map Generation Through Task-Guided Graph Translation. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Hejie Cui, Jiaying Lu, Yao Ge, Carl Yang
How Can Graph Neural Networks Help Document Retrieval: A Case Study on CORD19 with Concept Map Generation. ECIR (2) (2022)
Jiaying Lu, Xin Ye, Yi Ren, Yezhou Yang
Good, Better, Best: Textual Distractors Generation for Multiple-Choice Visual Question Answering via Reinforcement Learning. CVPR Workshops (2022)
Jiaying Lu, Carl Yang
Open-World Taxonomy and Knowledge Graph Co-Learning. AKBC (2022)
Xiangjue Dong, Jiaying Lu, Jianling Wang, James Caverlee
Closed-book Question Generation via Contrastive Learning. CoRR (2022)
Hejie Cui, Jiaying Lu, Yao Ge, Carl Yang
How Can Graph Neural Networks Help Document Retrieval: A Case Study on CORD19 with Concept Map Generation. CoRR (2022)
Jiaying Lu, Jinho D. Choi
Evaluation of Unsupervised Entity and Event Salience Estimation. FLAIRS Conference (2021)
Jiaying Lu, Jinho D. Choi
Evaluation of Unsupervised Entity and Event Salience Estimation. CoRR (2021)
Jiaying Lu, Xiangjue Dong, Carl J. Yang
Weakly Supervised Concept Map Generation through Task-Guided Graph Translation. CoRR (2021)
Jiaying Lu, Xin Ye, Yi Ren, Yezhou Yang
Good, Better, Best: Textual Distractors Generation for Multi-Choice VQA via Policy Gradient. CoRR (2019)