Carl J. Yang
University of Illinois at Urbana-Champaign
H-index: 29
North America-United States
Top articles of Carl J. Yang
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers | arXiv preprint arXiv:2404.18443 | Ran Xu Wenqi Shi Yue Yu Yuchen Zhuang Yanqiao Zhu | 2024/4/29 |
Open visual knowledge extraction via relation-oriented multimodality model prompting | Advances in Neural Information Processing Systems | Hejie Cui Xinyu Fang Zihan Zhang Ran Xu Xuan Kan | 2024/2/13 |
MuseGraph: Graph-oriented Instruction Tuning of Large Language Models for Generic Graph Mining | arXiv preprint arXiv:2403.04780 | Yanchao Tan Hang Lv Xinyi Huang Jiawei Zhang Shiping Wang | 2024/3/2 |
Uncertainty-Aware Pre-Trained Foundation Models for Patient Risk Prediction via Gaussian Process | Jiaying Lu Shifan Zhao Wenjing Ma Hui Shao Xiao Hu | 2024 | |
Helper Recommendation with seniority control in Online Health Community | Junruo Gao Chen Ling Carl Yang Liang Zhao | 2024/4 | |
Federated learning for cross-institution brain network analysis | Han Xie Yi Yang Hejie Cui Carl Yang | 2024/4/3 | |
Evaluation of General Large Language Models in Contextually Assessing Semantic Concepts Extracted from Adult Critical Care Electronic Health Record Notes | arXiv preprint arXiv:2401.13588 | Darren Liu Cheng Ding Delgersuren Bold Monique Bouvier Jiaying Lu | 2024/1/24 |
Adapting a Generative Pretrained Transformer Achieves SOTA Performance in Assessing Diverse Physiological Functions Using Only Photoplethysmography Signals: A GPT-PPG Approach | Zhaoliang Chen Cheng Ding Nirbhay Modhe Jiaying Lu Carl Yang | 2024/3/1 | |
Evaluation and Enhancement of Semantic Grounding in Large Vision-Language Models | Jiaying Lu Jinmeng Rao Kezhen Chen Xiaoyuan Guo Yawen Zhang | 2024/2/26 | |
LLMs-based Few-Shot Disease Predictions using EHR: A Novel Approach Combining Predictive Agent Reasoning and Critical Agent Instruction | arXiv preprint arXiv:2403.15464 | Hejie Cui Zhuocheng Shen Jieyu Zhang Hui Shao Lianhui Qin | 2024/3/19 |
EHRAgent: Code Empowers Large Language Models for Complex Tabular Reasoning on Electronic Health Records | arXiv preprint arXiv:2401.07128 | Wenqi Shi Ran Xu Yuchen Zhuang Yue Yu Jieyu Zhang | 2024/1/13 |
RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records | arXiv preprint arXiv:2403.00815 | Ran Xu Wenqi Shi Yue Yu Yuchen Zhuang Bowen Jin | 2024/2/25 |
Unveiling Implicit Deceptive Patterns in Multi-modal Fake News via Neuro-Symbolic Reasoning | AAAI 2024 | Yiqi Dong Dongxiao He Xiaobao Wang Youzhu Jin Meng Ge | 2024 |
CASPER: Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation | arXiv preprint arXiv:2403.11960 | Baoyu Jing Dawei Zhou Kan Ren Carl Yang | 2024/3/18 |
Multimodal fusion of ehr in structures and semantics: Integrating clinical records and notes with hypergraph and llm | arXiv preprint arXiv:2403.08818 | Hejie Cui Xinyu Fang Ran Xu Xuan Kan Joyce C Ho | 2024/2/19 |
EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records | Wenqi Shi Ran Xu Yuchen Zhuang Yue Yu Jieyu Zhang | 2024 | |
Beyond efficiency: A systematic survey of resource-efficient large language models | Guangji Bai Zheng Chai Chen Ling Shiyu Wang Jiaying Lu | 2024/1 | |
BrainODE: Dynamic Brain Signal Analysis via Graph-Aided Neural Ordinary Differential Equations | arXiv preprint arXiv:2405.00077 | Kaiqiao Han Yi Yang Zijie Huang Xuan Kan Yang Yang | 2024/4/30 |
Walklm: A uniform language model fine-tuning framework for attributed graph embedding | Advances in Neural Information Processing Systems | Yanchao Tan Zihao Zhou Hang Lv Weiming Liu Carl Yang | 2024/2/13 |
GAD-NR: Graph Anomaly Detection via Neighborhood Reconstruction | The 17th ACM International Conference on Web Search and Data Mining | Amit Roy Juan Shu Jia Li Carl Yang Olivier Elshocht | 2024 |
Co-Authors
