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Jiaying Lu
Jiaying Lu
Research Assistant Professor of School of Nursing's Center for Data Science, at Emory University
Verified email at emory.edu - Homepage
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Year
Beyond one-model-fits-all: A survey of domain specialization for large language models
C Ling, X Zhao, J Lu, C Deng, C Zheng, J Wang, T Chowdhury, Y Li, ...
arXiv preprint arXiv:2305.18703, 2023
79*2023
Beyond Efficiency: A Systematic Survey of Resource-Efficient Large Language Models
G Bai, Z Chai, C Ling, S Wang, J Lu, N Zhang, T Shi, Z Yu, M Zhu, ...
arXiv preprint arXiv:2401.00625, 2024
252024
Good, Better, Best: Textual Distractors Generation for Multiple-Choice Visual Question Answering via Reinforcement Learning
J Lu, X Ye, Y Ren, Y Yang
CVPR 2022 Workshop on Open-Domain Retrieval Under a Multi-Modal Setting …, 2022
20*2022
How Can Graph Neural Networks Help Document Retrieval: A Case Study on CORD19 with Concept Map Generation
H Cui, J Lu, Y Ge, C Yang
44th European Conference on Information Retrieval, 2021
172021
Cellcano: supervised cell type identification for single cell ATAC-seq data
W Ma, J Lu, H Wu
Nature Communications 14 (1), 1864, 2023
132023
Evaluation and Enhancement of Semantic Grounding in Large Vision-Language Models
J Lu, J Rao, K Chen, X Guo, Y Zhang, B Sun, C Yang, J Yang
AAAI 2024 Workshop on Responsible Language Models, 2024
12*2024
A survey on knowledge graphs for healthcare: Resources, application progress, and promise
H Cui, J Lu, S Wang, R Xu, W Ma, S Yu, Y Yu, X Kan, T Fu, C Ling, J Ho, ...
ICML 3rd Workshop on Interpretable Machine Learning in Healthcare (IMLH), 2023
12*2023
HiPrompt: Few-Shot Biomedical Knowledge Fusion via Hierarchy-Oriented Prompting
J Lu, J Shen, B Xiong, W Ma, S Staab, C Yang
46th International ACM SIGIR Conference on Research and Development in …, 2023
112023
Closed-book Question Generation via Contrastive Learning
X Dong, J Lu, J Wang, J Caverlee
The 17th Conference of the European Chapter of the Association for …, 2023
72023
Weakly Supervised Concept Map Generation through Task-Guided Graph Translation
J Lu, X Dong, C Yang
IEEE Transactions on Knowledge and Data Engineering 35 (10), 10871 - 10883, 2023
42023
Open-World Taxonomy and Knowledge Graph Co-Learning
J Lu, C Yang
The 4th Conference on Automated Knowledge Base Construction, 2022
42022
Evaluation of Unsupervised Entity and Event Salience Estimation
J Lu, JD Choi
Proceedings of the 34rd International Florida Artificial Intelligence …, 2021
42021
MuG: A Multimodal Classification Benchmark on Game Data with Tabular, Textual, and Visual Fields
J Lu, Y Qian, S Zhao, Y Xi, C Yang
Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
22023
Evaluation of General Large Language Models in Contextually Assessing Semantic Concepts Extracted from Adult Critical Care Electronic Health Record Notes
D Liu, C Ding, D Bold, M Bouvier, J Lu, B Shickel, CS Jabaley, W Zhang, ...
arXiv preprint arXiv:2401.13588, 2024
1*2024
PromptLink: Leveraging Large Language Models for Cross-Source Biomedical Concept Linking
Y Xie, J Lu, J Ho, F Nahab, X Hu, Y Yang
47th International ACM SIGIR Conference on Research and Development in …, 2024
2024
Efficient Two-Stage Gaussian Process Regression Via Automatic Kernel Search and Subsampling
S Zhao, J Lu, J Yang, E Chow, Y Xi
arXiv preprint arXiv:2405.13785, 2024
2024
Uncertainty-Aware Pre-Trained Foundation Models for Patient Risk Prediction via Gaussian Process
J Lu, S Zhao, W Ma, H Shao, X Hu, Y Xi, C Yang
Companion Proceedings of the ACM on Web Conference 2024, 1162-1165, 2024
2024
Systematic Evaluation of General Large Language Models for Contextually Assessed Semantic Concepts From Unstructured Critical Care Data
JH Yoon, D Liu, D Bold, J Lu, R Xiao, C Ding, C Yang, G Clermont, X Hu
C22. ARTIFICIAL INTELLIGENCE IN THE ICU: THE MACHINE WILL SEE YOU NOW, A5060 …, 2024
2024
Adapting a Generative Pretrained Transformer Achieves SOTA Performance in Assessing Diverse Physiological Functions Using Only Photoplethysmography Signals: A GPT-PPG Approach
Z Chen, C Ding, N Modhe, J Lu, C Yang, X Hu
AAAI 2024 Spring Symposium on Clinical Foundation Models, 2024
2024
Logicprpbank: A corpus for logical implication and equivalence
Z Liu, J Zhang, J Lu, W Ma, J Ho
AAAI 2024 Workshop on AI for Education, 2024
2024
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