| 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 | 114* | 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 | 45 | 2024 |
| 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 | 22 | 2021 |
| 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 |
| 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 | 19* | 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 | 17* | 2023 |
| Cellcano: supervised cell type identification for single cell ATAC-seq data W Ma, J Lu, H Wu Nature Communications 14 (1), 1864, 2023 | 14 | 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 | 12 | 2023 |
| 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 | 9 | 2023 |
| Evaluation of Unsupervised Entity and Event Salience Estimation J Lu, JD Choi Proceedings of the 34rd International Florida Artificial Intelligence …, 2021 | 6 | 2021 |
| 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 | 5 | 2023 |
| Open-World Taxonomy and Knowledge Graph Co-Learning J Lu, C Yang The 4th Conference on Automated Knowledge Base Construction, 2022 | 4 | 2022 |
| 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 | 2 | 2024 |
| 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 | 2 | 2023 |
| 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 | 1 | 2024 |
| 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 |
| 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 | 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 |
| 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 |
| 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 |
Carl J. YangAssistant Professor of Computer Science at Emory UniversityVerified email at emory.edu
