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Carl Yang

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CASPER: Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation

Mar 18, 2024
Baoyu Jing, Dawei Zhou, Kan Ren, Carl Yang

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MuseGraph: Graph-oriented Instruction Tuning of Large Language Models for Generic Graph Mining

Mar 13, 2024
Yanchao Tan, Hang Lv, Xinyi Huang, Jiawei Zhang, Shiping Wang, Carl Yang

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RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records

Feb 25, 2024
Ran Xu, Wenqi Shi, Yue Yu, Yuchen Zhuang, Bowen Jin, May D. Wang, Joyce C. Ho, Carl Yang

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Are Synthetic Time-series Data Really not as Good as Real Data?

Feb 01, 2024
Fanzhe Fu, Junru Chen, Jing Zhang, Carl Yang, Lvbin Ma, Yang Yang

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Evaluation of General Large Language Models in Contextually Assessing Semantic Concepts Extracted from Adult Critical Care Electronic Health Record Notes

Jan 24, 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 Yang, Xiao Hu

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Contrastive Unlearning: A Contrastive Approach to Machine Unlearning

Jan 19, 2024
Hong kyu Lee, Qiuchen Zhang, Carl Yang, Jian Lou, Li Xiong

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Deep Efficient Private Neighbor Generation for Subgraph Federated Learning

Jan 19, 2024
Ke Zhang, Lichao Sun, Bolin Ding, Siu Ming Yiu, Carl Yang

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EHRAgent: Code Empowers Large Language Models for Complex Tabular Reasoning on Electronic Health Records

Jan 13, 2024
Wenqi Shi, Ran Xu, Yuchen Zhuang, Yue Yu, Jieyu Zhang, Hang Wu, Yuanda Zhu, Joyce Ho, Carl Yang, May D. Wang

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