Junyi Gao

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 38

Top Topics

Learning Models

Feature Importance

Top Venues

J. Am. Medical Informatics Assoc.

Publications

Yinghao Zhu, Zixiang Wang, Junyi Gao, Yuning Tong, Jingkun An, Weibin Liao, Ewen M. Harrison, Liantao Ma, Chengwei Pan
Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data. CoRR (2024)
Zhiwei Tang, Xuemeng Zhai, Gaolei Fei, Junyi Gao, Jianwei Ding, Keren Wang, Qiang Li, Guangmin Hu
An Account Matching Method Based on Hyper Graph. ACISP (2) (2024)
Yinghao Zhu, Junyi Gao, Zixiang Wang, Weibin Liao, Xiaochen Zheng, Lifang Liang, Yasha Wang, Chengwei Pan, Ewen M. Harrison, Liantao Ma
Is larger always better? Evaluating and prompting large language models for non-generative medical tasks. CoRR (2024)
Xinru Wu, Duanni Huang, Ranjeet Kumar, Guan-Lin Su, Junyi Gao, Songtao Liu, Xiaoxi Wang, Haisheng Rong
Fully integrated silicon photonic high-speed transmitter with Ring-Assisted Mach-Zehnder modulator. OFC (2024)
Junyi Gao, Yinghao Zhu, Wenqing Wang, Zixiang Wang, Guiying Dong, Wen Tang, Hao Wang, Yasha Wang, Ewen M. Harrison, Liantao Ma
A comprehensive benchmark for COVID-19 predictive modeling using electronic health records in intensive care. Patterns 5 (4) (2024)
Shenda Hong, Daoxin Yin, Gongzheng Tang, Tianfan Fu, Liantao Ma, Junyi Gao, Mengling Feng, Mai Wang, Yu Yang, Fei Wang, Hongfang Liu, Luxia Zhang
Artificial Intelligence and Data Science for Healthcare: Bridging Data-Centric AI and People-Centric Healthcare. KDD (2024)
Tianlong Wang, Xianfeng Jiao, Yifan He, Zhongzhi Chen, Yinghao Zhu, Xu Chu, Junyi Gao, Yasha Wang, Liantao Ma
Adaptive Activation Steering: A Tuning-Free LLM Truthfulness Improvement Method for Diverse Hallucinations Categories. CoRR (2024)
Duanni Huang, Shane Yerkes, Guan-Lin Su, Karan Mehta, Marcus Cramer, William O'Brien, Razi Dehghannasiri, Stan Dobek, Chelsea Mackos, Timothy Ward, Pari Patel, Ranjeet Kumar, Songtao Liu, Xinru Wu, Xiaoxi Wang, Junyi Gao, Mark Isenberger, Harel Frish, Haisheng Rong
Feedback tolerant quantum dot lasers integrated with 300mm silicon photonics. OFC (2024)
Chaoqi Yang, Zhenbang Wu, Patrick Jiang, Zhen Lin, Junyi Gao, Benjamin P. Danek, Jimeng Sun
PyHealth: A Deep Learning Toolkit for Healthcare Applications. KDD (2023)
Liantao Ma, Chaohe Zhang, Junyi Gao, Xianfeng Jiao, Zhihao Yu, Xinyu Ma, Yasha Wang, Wen Tang, Xinju Zhao, Wenjie Ruan, Tao Wang
Mortality Prediction with Adaptive Feature Importance Recalibration for Peritoneal Dialysis Patients: a deep-learning-based study on a real-world longitudinal follow-up dataset. CoRR (2023)
Junyi Gao, Ta Ching Tzu, Tasneem Fatema, Xiangwen Guo, Qianhuan Yu, Gabriele Navickaite, Michael Zervas, Michael Geiselmann, Andreas Beling
Heterogeneous balanced photodetector on silicon nitride with 30 GHz bandwidth and 26 dB common mode rejection ratio. OFC (2023)
Liantao Ma, Chaohe Zhang, Junyi Gao, Xianfeng Jiao, Zhihao Yu, Yinghao Zhu, Tianlong Wang, Xinyu Ma, Yasha Wang, Wen Tang, Xinju Zhao, Wenjie Ruan, Tao Wang
Mortality prediction with adaptive feature importance recalibration for peritoneal dialysis patients. Patterns 4 (12) (2023)
Yinghao Zhu, Jingkun An, Enshen Zhou, Lu An, Junyi Gao, Hao Li, Haoran Feng, Bo Hou, Wen Tang, Chengwei Pan, Liantao Ma
Fair: Mitigating Bias in Healthcare Data through Multi-Level and Multi-Sensitive-Attribute Reweighting Method. CoRR (2023)
Chaoqi Yang, Junyi Gao, Lucas Glass, Adam Cross, Jimeng Sun
Multi-faceted analysis and prediction for the outbreak of pediatric respiratory syncytial virus. J. Am. Medical Informatics Assoc. 31 (1) (2023)
Junyi Gao, Chaoqi Yang, George Heintz, Scott Barrows, Elise Albers, Mary Stapel, Sara Warfield, Adam Cross, Jimeng Sun, the N3C consortium
MedML: Fusing Medical Knowledge and Machine Learning Models for Early Pediatric COVID-19 Hospitalization and Severity Prediction. CoRR (2022)
Fengxin Yu, Keye Sun, Junyi Gao, Andreas Beling
32 GHz high-power MUTC waveguide photodiode for 1310 nm. OFC (2022)
Junyi Gao, Cao Xiao, Lucas M. Glass, Jimeng Sun
PopNet: Real-Time Population-Level Disease Prediction with Data Latency. CoRR (2022)
Junyi Gao, Cao Xiao, Lucas M. Glass, Jimeng Sun
PopNet: Real-Time Population-Level Disease Prediction with Data Latency. WWW (2022)
Junyi Gao, Yinghao Zhu, Wenqing Wang, Yasha Wang, Wen Tang, Liantao Ma
A Comprehensive Benchmark for COVID-19 Predictive Modeling Using Electronic Health Records in Intensive Care: Choosing the Best Model for COVID-19 Prognosis. CoRR (2022)
Junyi Gao, Rakshith Sharma Srinivasa, Cheng Qian, Lucas M. Glass, Jeffrey Spaeder, Justin Romberg, Jimeng Sun, Cao Xiao
STAN: spatio-temporal attention network for pandemic prediction using real-world evidence. J. Am. Medical Informatics Assoc. 28 (4) (2021)
Liantao Ma, Xinyu Ma, Junyi Gao, Xianfeng Jiao, Zhihao Yu, Chaohe Zhang, Wenjie Ruan, Yasha Wang, Wen Tang, Jiangtao Wang
Distilling Knowledge from Publicly Available Online EMR Data to Emerging Epidemic for Prognosis. WWW (2021)
Junyi Gao, Cao Xiao, Yasha Wang, Wen Tang, Lucas M. Glass, Jimeng Sun
StageNet: Stage-Aware Neural Networks for Health Risk Prediction. WWW (2020)
Junyi Gao, Cao Xiao, Lucas M. Glass, Jimeng Sun
COMPOSE: Cross-Modal Pseudo-Siamese Network for Patient Trial Matching. CoRR (2020)
Junyi Gao, Rakshith Sharma Srinivasa, Cheng Qian, Lucas M. Glass, Jeffrey Spaeder, Justin Romberg, Jimeng Sun, Cao Xiao
STAN: Spatio-Temporal Attention Network for Pandemic Prediction Using Real World Evidence. CoRR (2020)
Junyi Gao, Cao Xiao, Yasha Wang, Wen Tang, Lucas M. Glass, Jimeng Sun
StageNet: Stage-Aware Neural Networks for Health Risk Prediction. CoRR (2020)
Liantao Ma, Junyi Gao, Yasha Wang, Chaohe Zhang, Jiangtao Wang, Wenjie Ruan, Wen Tang, Xin Gao, Xinyu Ma
AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration. AAAI (2020)
Liantao Ma, Xinyu Ma, Junyi Gao, Chaohe Zhang, Zhihao Yu, Xianfeng Jiao, Wenjie Ruan, Yasha Wang, Wen Tang, Jiangtao Wang
CovidCare: Transferring Knowledge from Existing EMR to Emerging Epidemic for Interpretable Prognosis. CoRR (2020)
Qianhuan Yu, Junyi Gao, Nan Ye, Boheng Chen, Keye Sun, Linli Xie, Kartik Srinivasan, Michael Zervas, Gabriele Navickaite, Michael Geiselmann, Andreas Beling
Heterogeneous Photodiodes on Silicon Nitride Waveguides with 20 GHz Bandwidth. OFC (2020)
Junyi Gao, Cao Xiao, Lucas M. Glass, Jimeng Sun
COMPOSE: Cross-Modal Pseudo-Siamese Network for Patient Trial Matching. KDD (2020)
Junyi Gao, Cao Xiao, Lucas M. Glass, Jimeng Sun
Dr. Agent: Clinical predictive model via mimicked second opinions. J. Am. Medical Informatics Assoc. 27 (7) (2020)
Liantao Ma, Chaohe Zhang, Yasha Wang, Wenjie Ruan, Jiangtao Wang, Wen Tang, Xinyu Ma, Xin Gao, Junyi Gao
ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context. AAAI (2020)
Jingyue Gao, Xiting Wang, Yasha Wang, Zhao Yang, Junyi Gao, Jiangtao Wang, Wen Tang, Xing Xie
CAMP: Co-Attention Memory Networks for Diagnosis Prediction in Healthcare. ICDM (2019)
Andreas Beling, Ta Ching Tzu, Junyi Gao, Jesse S. Morgan, Keye Sun, Nan Ye, Bassem Tossoun, Fengxin Yu, Qianhuan Yu
High-Speed Integrated Photodiodes. OECC/PSC (2019)
Liantao Ma, Chaohe Zhang, Yasha Wang, Wenjie Ruan, Jiantao Wang, Wen Tang, Xinyu Ma, Xin Gao, Junyi Gao
ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context. CoRR (2019)
Chen Lin, Junyi Gao, Hua Zheng, Jun Zhao, Hua Yang, Yue Zheng, Yihan Cao, Yufei Chen, Guoliang Wu, Guole Lin, Jianchun Yu, Hanzhong Li, Hui Pan, Quan Liao, Yupei Zhao
When to Introduce Three-Dimensional Visualization Technology into Surgical Residency: A Randomized Controlled Trial. J. Medical Syst. 43 (3) (2019)
Liantao Ma, Junyi Gao, Yasha Wang, Chaohe Zhang, Jiangtao Wang, Wenjie Ruan, Wen Tang, Xin Gao, Xinyu Ma
AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration. CoRR (2019)
Junyi Gao, Weihao Tan, Liantao Ma, Yasha Wang, Wen Tang
MUSEFood: Multi-sensor-based Food Volume Estimation on Smartphones. CoRR (2019)
Junyi Gao, Weihao Tan, Liantao Ma, Yasha Wang, Wen Tang
MUSEFood: Multi-Sensor-Based Food Volume Estimation on Smartphones. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2019)