Research
Large Language Models, Large Language Model
Artificial Intelligence for Healthcare
Multimodal Learning
Electronic Health Record, Electronic Health Records
Physiological Foundation Models
Knowledge Graph, Knowledge Graphs
Graph Neural Networks
List of Publications (22)
In 2024
22
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.
Found on Publication Page
21
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.
Found on Publication Page
20
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.
Found on Publication Page
19
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.
Found on Publication Page
18
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.
Found on Publication Page
17
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.
Found on Publication Page
16
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.
Found on Publication Page
15
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.
Found on Publication Page
14
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.
Found on Publication Page
13
Learning Structured Knowledge from Real-World Data Without Excessive Annotations. J Lu Emory University, 2024.
Found on Publication Page
12
Measuring Spiritual Values and Bias of Large Language Models. S Liu, Z Zhang, R Yan, W Wu, C Yang, J Lu arXiv preprint arXiv:2410.11647, 2024.
Found on Publication Page
In 2023
11
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 1, 2023.
Found on Publication Page
10
Cellcano: supervised cell type identification for single cell ATAC-seq data. W Ma, J Lu, H Wu Nature Communications 14 (1), 1864, 2023.
Found on Publication Page
9
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.
Found on Publication Page
8
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.
Found on Publication Page
7
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.
Found on Publication Page
6
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.
Found on Publication Page
5
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.
Found on Publication Page
In 2022
4
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.
Found on Publication Page
3
Open-World Taxonomy and Knowledge Graph Co-Learning. J Lu, C Yang The 4th Conference on Automated Knowledge Base Construction, 2022.
Found on Publication Page
In 2021
2
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.
Found on Publication Page
1
Evaluation of Unsupervised Entity and Event Salience Estimation. J Lu, JD Choi Proceedings of the 34rd International Florida Artificial Intelligence ..., 2021.
Found on Publication Page
