Junyi Gao

According to our database, Junyi Gao authored at least 41 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Magical: Medical Lay Language Generation via Semantic Invariance and Layperson-tailored Adaptation.

Weibin Liao, Tianlong Wang, Yinghao Zhu, Yasha Wang, Junyi Gao, Liantao Ma

CoRR, August, 2025

ConfAgents: A Conformal-Guided Multi-Agent Framework for Cost-Efficient Medical Diagnosis.

Huiya Zhao, Yinghao Zhu, Zixiang Wang, Yasha Wang, Junyi Gao, Liantao Ma

CoRR, August, 2025

TrialPanorama: Database and Benchmark for Systematic Review and Design of Clinical Trials.

Zifeng Wang, Qiao Jin, Jiacheng Lin, Junyi Gao, Jathurshan Pradeepkumar, Pengcheng Jiang, Benjamin P. Danek, Zhiyong Lu, Jimeng Sun

CoRR, May, 2025

MedAgentBoard: Benchmarking Multi-Agent Collaboration with Conventional Methods for Diverse Medical Tasks.

Yinghao Zhu, Ziyi He, Haoran Hu, Xiaochen Zheng, Xichen Zhang, Zixiang Wang, Junyi Gao, Liantao Ma, Lequan Yu

CoRR, May, 2025

InformGen: An AI Copilot for Accurate and Compliant Clinical Research Consent Document Generation.

Zifeng Wang, Junyi Gao, Benjamin P. Danek, Brandon Theodorou, Ruba Shaik, Shivashankar Thati, Seunghyun Won, Jimeng Sun

CoRR, April, 2025

Deep learning HRNet FCN for blood vessel identification in laparoscopic pancreatic surgery.

Jile Shi, Ruohan Cui, Zhihong Wang, Qi Yan, Lu Ping, Hu Zhou, Junyi Gao, Chihua Fang, Xianlin Han, Surong Hua, Wenming Wu

npj Digit. Medicine, 2025

Application of Visual Teaching in Engineering Geology.

Junyi Gao, Zhiqiang Zhou

Comput. Appl. Eng. Educ., 2025

ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration.

Zixiang Wang, Yinghao Zhu, Huiya Zhao, Xiaochen Zheng, Dehao Sui, Tianlong Wang, Wen Tang, Yasha Wang, Ewen M. Harrison, Chengwei Pan, Junyi Gao, Liantao Ma

Proceedings of the ACM on Web Conference 2025, 2025

Adaptive Activation Steering: A Tuning-Free LLM Truthfulness Improvement Method for Diverse Hallucinations Categories.

Tianlong Wang, Xianfeng Jiao, Yinghao Zhu, Zhongzhi Chen, Yifan He, Xu Chu, Junyi Gao, Yasha Wang, Liantao Ma

Proceedings of the ACM on Web Conference 2025, 2025

Silicon photonics DWDM transmitter with heterogeneously integrated multiwavelength DFB laser and SOA.

Songtao Liu, Ranjeet Kumar, Xinru Wu, Xiaoxi Wang, Duanni Huang, Guan-Lin Su, Junyi Gao, Haisheng Rong

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2025

2024

A comprehensive benchmark for COVID-19 predictive modeling using electronic health records in intensive care.

Junyi Gao, Yinghao Zhu, Wenqing Wang, Zixiang Wang, Guiying Dong, Wen Tang, Hao Wang, Yasha Wang, Ewen M. Harrison, Liantao Ma

Patterns, 2024

ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration.

Zixiang Wang, Yinghao Zhu, Huiya Zhao, Xiaochen Zheng, Tianlong Wang, Wen Tang, Yasha Wang, Chengwei Pan, Ewen M. Harrison, Junyi Gao, Liantao Ma

CoRR, 2024

Is larger always better? Evaluating and prompting large language models for non-generative medical tasks.

Yinghao Zhu, Junyi Gao, Zixiang Wang, Weibin Liao, Xiaochen Zheng, Lifang Liang, Yasha Wang, Chengwei Pan, Ewen M. Harrison, Liantao Ma

CoRR, 2024

Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data.

Yinghao Zhu, Zixiang Wang, Junyi Gao, Yuning Tong, Jingkun An, Weibin Liao, Ewen M. Harrison, Liantao Ma, Chengwei Pan

CoRR, 2024

Fully integrated silicon photonic high-speed transmitter with Ring-Assisted Mach-Zehnder modulator.

Xinru Wu, Duanni Huang, Ranjeet Kumar, Guan-Lin Su, Junyi Gao, Songtao Liu, Xiaoxi Wang, Haisheng Rong

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Feedback tolerant quantum dot lasers integrated with 300mm silicon photonics.

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

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Artificial Intelligence and Data Science for Healthcare: Bridging Data-Centric AI and People-Centric Healthcare.

Shenda Hong, Daoxin Yin, Gongzheng Tang, Tianfan Fu, Liantao Ma, Junyi Gao, Mengling Feng, Mai Wang, Yu Yang, Fei Wang, Hongfang Liu, Luxia Zhang

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

An Account Matching Method Based on Hyper Graph.

Zhiwei Tang, Xuemeng Zhai, Gaolei Fei, Junyi Gao, Jianwei Ding, Keren Wang, Qiang Li, Guangmin Hu

Proceedings of the Information Security and Privacy - 29th Australasian Conference, 2024

2023

Mortality prediction with adaptive feature importance recalibration for peritoneal dialysis patients.

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

Patterns, December, 2023

Multi-faceted analysis and prediction for the outbreak of pediatric respiratory syncytial virus.

Chaoqi Yang, Junyi Gao, Lucas Glass, Adam Cross, Jimeng Sun

J. Am. Medical Informatics Assoc., December, 2023

M³Fair: Mitigating Bias in Healthcare Data through Multi-Level and Multi-Sensitive-Attribute Reweighting Method.

Yinghao Zhu, Jingkun An, Enshen Zhou, Lu An, Junyi Gao, Hao Li, Haoran Feng, Bo Hou, Wen Tang, Chengwei Pan, Liantao Ma

CoRR, 2023

Mortality Prediction with Adaptive Feature Importance Recalibration for Peritoneal Dialysis Patients: a deep-learning-based study on a real-world longitudinal follow-up dataset.

Liantao Ma, Chaohe Zhang, Junyi Gao, Xianfeng Jiao, Zhihao Yu, Xinyu Ma, Yasha Wang, Wen Tang, Xinju Zhao, Wenjie Ruan, Tao Wang

CoRR, 2023

Heterogeneous balanced photodetector on silicon nitride with 30 GHz bandwidth and 26 dB common mode rejection ratio.

Junyi Gao, Ta Ching Tzu, Tasneem Fatema, Xiangwen Guo, Qianhuan Yu, Gabriele Navickaite, Michael Zervas, Michael Geiselmann, Andreas Beling

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

PyHealth: A Deep Learning Toolkit for Healthcare Applications.

Chaoqi Yang, Zhenbang Wu, Patrick Jiang, Zhen Lin, Junyi Gao, Benjamin P. Danek, Jimeng Sun

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022

A Comprehensive Benchmark for COVID-19 Predictive Modeling Using Electronic Health Records in Intensive Care: Choosing the Best Model for COVID-19 Prognosis.

Junyi Gao, Yinghao Zhu, Wenqing Wang, Yasha Wang, Wen Tang, Liantao Ma

CoRR, 2022

PopNet: Real-Time Population-Level Disease Prediction with Data Latency.

Junyi Gao, Cao Xiao, Lucas M. Glass, Jimeng Sun

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

32 GHz high-power MUTC waveguide photodiode for 1310 nm.

Fengxin Yu, Keye Sun, Junyi Gao, Andreas Beling

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

2021

STAN: spatio-temporal attention network for pandemic prediction using real-world evidence.

Junyi Gao, Rakshith Sharma Srinivasa, Cheng Qian, Lucas M. Glass, Jeffrey Spaeder, Justin Romberg, Jimeng Sun, Cao Xiao

J. Am. Medical Informatics Assoc., 2021

Distilling Knowledge from Publicly Available Online EMR Data to Emerging Epidemic for Prognosis.

Liantao Ma, Xinyu Ma, Junyi Gao, Xianfeng Jiao, Zhihao Yu, Chaohe Zhang, Wenjie Ruan, Yasha Wang, Wen Tang, Jiangtao Wang

Proceedings of the WWW '21: The Web Conference 2021, 2021

2020

Dr. Agent: Clinical predictive model via mimicked second opinions.

Junyi Gao, Cao Xiao, Lucas M. Glass, Jimeng Sun

J. Am. Medical Informatics Assoc., 2020

CovidCare: Transferring Knowledge from Existing EMR to Emerging Epidemic for Interpretable Prognosis.

Liantao Ma, Xinyu Ma, Junyi Gao, Chaohe Zhang, Zhihao Yu, Xianfeng Jiao, Wenjie Ruan, Yasha Wang, Wen Tang, Jiangtao Wang

CoRR, 2020

StageNet: Stage-Aware Neural Networks for Health Risk Prediction.

Junyi Gao, Cao Xiao, Yasha Wang, Wen Tang, Lucas M. Glass, Jimeng Sun

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Heterogeneous Photodiodes on Silicon Nitride Waveguides with 20 GHz Bandwidth.

Qianhuan Yu, Junyi Gao, Nan Ye, Boheng Chen, Keye Sun, Linli Xie, Kartik Srinivasan, Michael Zervas, Gabriele Navickaite, Michael Geiselmann, Andreas Beling

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

COMPOSE: Cross-Modal Pseudo-Siamese Network for Patient Trial Matching.

Junyi Gao, Cao Xiao, Lucas M. Glass, Jimeng Sun

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context.

Liantao Ma, Chaohe Zhang, Yasha Wang, Wenjie Ruan, Jiangtao Wang, Wen Tang, Xinyu Ma, Xin Gao, Junyi Gao

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration.

Liantao Ma, Junyi Gao, Yasha Wang, Chaohe Zhang, Jiangtao Wang, Wenjie Ruan, Wen Tang, Xin Gao, Xinyu Ma

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

When to Introduce Three-Dimensional Visualization Technology into Surgical Residency: A Randomized Controlled Trial.

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

J. Medical Syst., 2019

ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context.

Liantao Ma, Chaohe Zhang, Yasha Wang, Wenjie Ruan, Jiantao Wang, Wen Tang, Xinyu Ma, Xin Gao, Junyi Gao

CoRR, 2019

MUSEFood: Multi-Sensor-Based Food Volume Estimation on Smartphones.

Junyi Gao, Weihao Tan, Liantao Ma, Yasha Wang, Wen Tang

Proceedings of the 2019 IEEE SmartWorld, 2019

High-Speed Integrated Photodiodes.

Andreas Beling, Ta Ching Tzu, Junyi Gao, Jesse S. Morgan, Keye Sun, Nan Ye, Bassem Tossoun, Fengxin Yu, Qianhuan Yu

Proceedings of the 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC), 2019

CAMP: Co-Attention Memory Networks for Diagnosis Prediction in Healthcare.

Jingyue Gao, Xiting Wang, Yasha Wang, Zhao Yang, Junyi Gao, Jiangtao Wang, Wen Tang, Xing Xie

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019