Junyi Gao

56 papers A* 12Journal 32Unranked 12
YearRankTypeTitle / Venue / Authors
2026 A* conf
Augmenting Clinical Decision-Making with an Interactive and Interpretable AI Copilot: A Real-World User Study with Clinicians in Nephrology and Obstetrics.
CHI
Yinghao Zhu, Dehao Sui, Zixiang Wang, Xuning Hu, Lei Gu, Yifan Qi, Tianchen Wu, Ling Wang, Yuan Wei, Wen Tang, Zhihan Cui, Yasha Wang, Lequan Yu, Ewen M. Harrison, Junyi Gao, Liantao Ma
2026 J jnl
Augmenting Clinical Decision-Making with an Interactive and Interpretable AI Copilot: A Real-World User Study with Clinicians in Nephrology and Obstetrics.
CoRR
Yinghao Zhu, Dehao Sui, Zixiang Wang, Xuning Hu, Lei Gu, Yifan Qi, Tianchen Wu, Ling Wang, Yuan Wei, Wen Tang, Zhihan Cui, Yasha Wang, Lequan Yu, Ewen M. Harrison, Junyi Gao, Liantao Ma
2026 J jnl
Compliance and factuality of large language models for clinical research document generation.
J. Am. Medical Informatics Assoc.
Zifeng Wang, Junyi Gao, Benjamin P. Danek, Brandon Theodorou, Ruba Shaik, Shivashankar Thati, Seunghyun Won, Jimeng Sun
2026 J jnl
PyHealth 2.0: A Comprehensive Open-Source Toolkit for Accessible and Reproducible Clinical Deep Learning.
CoRR
John Wu, Yongda Fan, Zhenbang Wu, Paul Landes, Eric Schrock, Sayeed Sajjad Razin, Arjun Chatterjee, Naveen Baskaran, Joshua Steier, Andrea Fitzpatrick, Bilal Arif, Rian Atri, Jathurshan Pradeepkumar, Siddhartha Laghuvarapu, Junyi Gao, Adam R. Cross, Jimeng Sun
2026 — conf
Subgraph-based Qubit Mapping for Noisy Intermediate-Scale Quantum Computing.
ASP-DAC
Junyi Gao, Wei-Hsiang Tseng, Yao-Wen Chang
2025 A* conf
Adaptive Activation Steering: A Tuning-Free LLM Truthfulness Improvement Method for Diverse Hallucinations Categories.
WWW
Tianlong Wang, Xianfeng Jiao, Yinghao Zhu, Zhongzhi Chen, Yifan He, Xu Chu, Junyi Gao, Yasha Wang, Liantao Ma
2025 J jnl
Application of Visual Teaching in Engineering Geology.
Comput. Appl. Eng. Educ.
Junyi Gao, Zhiqiang Zhou
2025 A* conf
ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration.
WWW
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
2025 J jnl
ConfAgents: A Conformal-Guided Multi-Agent Framework for Cost-Efficient Medical Diagnosis.
CoRR
Huiya Zhao, Yinghao Zhu, Zixiang Wang, Yasha Wang, Junyi Gao, Liantao Ma
2025 — conf
DWDM Link With Fully Integrated Silicon Photonic Transmitter and Passive Polarization Diversity Receiver.
ECOC
Xinru Wu, Duanni Huang, Zhe Xuan, Songtao Liu, Junyi Gao, Xiaoxi Wang, Jinyong Kim, Jahnavi Sharma, Cooper Levy, James E. Jaussi, Haisheng Rong
2025 J jnl
Deep learning HRNet FCN for blood vessel identification in laparoscopic pancreatic surgery.
npj Digit. Medicine
Jile Shi, Ruohan Cui, Zhihong Wang, Qi Yan, Lu Ping, Hu Zhou, Junyi Gao, Chihua Fang, Xianlin Han, Surong Hua, Wenming Wu
2025 J jnl
InformGen: An AI Copilot for Accurate and Compliant Clinical Research Consent Document Generation.
CoRR
Zifeng Wang, Junyi Gao, Benjamin P. Danek, Brandon Theodorou, Ruba Shaik, Shivashankar Thati, Seunghyun Won, Jimeng Sun
2025 J jnl
Magical: Medical Lay Language Generation via Semantic Invariance and Layperson-tailored Adaptation.
CoRR
Weibin Liao, Tianlong Wang, Yinghao Zhu, Yasha Wang, Junyi Gao, Liantao Ma
2025 J jnl
MedAgentAudit: Diagnosing and Quantifying Collaborative Failure Modes in Medical Multi-Agent Systems.
CoRR
Lei Gu, Yinghao Zhu, Haoran Sang, Zixiang Wang, Dehao Sui, Wen Tang, Ewen M. Harrison, Junyi Gao, Lequan Yu, Liantao Ma
2025 J jnl
MedAgentBoard: Benchmarking Multi-Agent Collaboration with Conventional Methods for Diverse Medical Tasks.
CoRR
Yinghao Zhu, Ziyi He, Haoran Hu, Xiaochen Zheng, Xichen Zhang, Zixiang Wang, Junyi Gao, Liantao Ma, Lequan Yu
2025 — conf
RHealth: A R Toolkit for Deep Learning in Healthcare.
BIBM
Ji Song, Zhixia Ren, Zhenbang Wu, John Wu, Chaoqi Yang, Yinghao Zhu, Wen Tang, Jimeng Sun, Ewen M. Harrison, Liantao Ma, Junyi Gao
2025 — conf
Silicon photonics DWDM transmitter with heterogeneously integrated multiwavelength DFB laser and SOA.
OFC
Songtao Liu, Ranjeet Kumar, Xinru Wu, Xiaoxi Wang, Duanni Huang, Guan-Lin Su, Junyi Gao, Haisheng Rong
2025 J jnl
TrialPanorama: Database and Benchmark for Systematic Review and Design of Clinical Trials.
CoRR
Zifeng Wang, Qiao Jin, Jiacheng Lin, Junyi Gao, Jathurshan Pradeepkumar, Pengcheng Jiang, Benjamin P. Danek, Zhiyong Lu, Jimeng Sun
2024 J jnl
A comprehensive benchmark for COVID-19 predictive modeling using electronic health records in intensive care.
Patterns
Junyi Gao, Yinghao Zhu, Wenqing Wang, Zixiang Wang, Guiying Dong, Wen Tang, Hao Wang, Yasha Wang, Ewen M. Harrison, Liantao Ma
2024 J jnl
Adaptive Activation Steering: A Tuning-Free LLM Truthfulness Improvement Method for Diverse Hallucinations Categories.
CoRR
Tianlong Wang, Xianfeng Jiao, Yifan He, Zhongzhi Chen, Yinghao Zhu, Xu Chu, Junyi Gao, Yasha Wang, Liantao Ma
2024 — conf
An Account Matching Method Based on Hyper Graph.
ACISP (2)
Zhiwei Tang, Xuemeng Zhai, Gaolei Fei, Junyi Gao, Jianwei Ding, Keren Wang, Qiang Li, Guangmin Hu
2024 A* conf
Artificial Intelligence and Data Science for Healthcare: Bridging Data-Centric AI and People-Centric Healthcare.
KDD
Shenda Hong, Daoxin Yin, Gongzheng Tang, Tianfan Fu, Liantao Ma, Junyi Gao, Mengling Feng, Mai Wang, Yu Yang, Fei Wang, Hongfang Liu, Luxia Zhang
2024 J jnl
ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration.
CoRR
Zixiang Wang, Yinghao Zhu, Huiya Zhao, Xiaochen Zheng, Tianlong Wang, Wen Tang, Yasha Wang, Chengwei Pan, Ewen M. Harrison, Junyi Gao, Liantao Ma
2024 — conf
Feedback tolerant quantum dot lasers integrated with 300mm silicon photonics.
OFC
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
2024 — conf
Fully integrated silicon photonic high-speed transmitter with Ring-Assisted Mach-Zehnder modulator.
OFC
Xinru Wu, Duanni Huang, Ranjeet Kumar, Guan-Lin Su, Junyi Gao, Songtao Liu, Xiaoxi Wang, Haisheng Rong
2024 J jnl
Is larger always better? Evaluating and prompting large language models for non-generative medical tasks.
CoRR
Yinghao Zhu, Junyi Gao, Zixiang Wang, Weibin Liao, Xiaochen Zheng, Lifang Liang, Yasha Wang, Chengwei Pan, Ewen M. Harrison, Liantao Ma
2024 J jnl
Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data.
CoRR
Yinghao Zhu, Zixiang Wang, Junyi Gao, Yuning Tong, Jingkun An, Weibin Liao, Ewen M. Harrison, Liantao Ma, Chengwei Pan
2023 — conf
Heterogeneous balanced photodetector on silicon nitride with 30 GHz bandwidth and 26 dB common mode rejection ratio.
OFC
Junyi Gao, Ta Ching Tzu, Tasneem Fatema, Xiangwen Guo, Qianhuan Yu, Gabriele Navickaite, Michael Zervas, Michael Geiselmann, Andreas Beling
2023 J jnl
M
CoRR
Yinghao Zhu, Jingkun An, Enshen Zhou, Lu An, Junyi Gao, Hao Li, Haoran Feng, Bo Hou, Wen Tang, Chengwei Pan, Liantao Ma
2023 J jnl
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
Liantao Ma, Chaohe Zhang, Junyi Gao, Xianfeng Jiao, Zhihao Yu, Xinyu Ma, Yasha Wang, Wen Tang, Xinju Zhao, Wenjie Ruan, Tao Wang
2023 J jnl
Mortality prediction with adaptive feature importance recalibration for peritoneal dialysis patients.
Patterns
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
2023 J jnl
Multi-faceted analysis and prediction for the outbreak of pediatric respiratory syncytial virus.
J. Am. Medical Informatics Assoc.
Chaoqi Yang, Junyi Gao, Lucas Glass, Adam Cross, Jimeng Sun
2023 A* conf
PyHealth: A Deep Learning Toolkit for Healthcare Applications.
KDD
Chaoqi Yang, Zhenbang Wu, Patrick Jiang, Zhen Lin, Junyi Gao, Benjamin P. Danek, Jimeng Sun
2022 — conf
32 GHz high-power MUTC waveguide photodiode for 1310 nm.
OFC
Fengxin Yu, Keye Sun, Junyi Gao, Andreas Beling
2022 J jnl
A Comprehensive Benchmark for COVID-19 Predictive Modeling Using Electronic Health Records in Intensive Care: Choosing the Best Model for COVID-19 Prognosis.
CoRR
Junyi Gao, Yinghao Zhu, Wenqing Wang, Yasha Wang, Wen Tang, Liantao Ma
2022 A* conf
PopNet: Real-Time Population-Level Disease Prediction with Data Latency.
WWW
Junyi Gao, Cao Xiao, Lucas M. Glass, Jimeng Sun
2022 J jnl
PopNet: Real-Time Population-Level Disease Prediction with Data Latency.
CoRR
Junyi Gao, Cao Xiao, Lucas M. Glass, Jimeng Sun
2021 A* conf
Distilling Knowledge from Publicly Available Online EMR Data to Emerging Epidemic for Prognosis.
WWW
Liantao Ma, Xinyu Ma, Junyi Gao, Xianfeng Jiao, Zhihao Yu, Chaohe Zhang, Wenjie Ruan, Yasha Wang, Wen Tang, Jiangtao Wang
2021 J jnl
STAN: spatio-temporal attention network for pandemic prediction using real-world evidence.
J. Am. Medical Informatics Assoc.
Junyi Gao, Rakshith Sharma Srinivasa, Cheng Qian, Lucas M. Glass, Jeffrey Spaeder, Justin Romberg, Jimeng Sun, Cao Xiao
2020 A* conf
AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration.
AAAI
Liantao Ma, Junyi Gao, Yasha Wang, Chaohe Zhang, Jiangtao Wang, Wenjie Ruan, Wen Tang, Xin Gao, Xinyu Ma
2020 A* conf
COMPOSE: Cross-Modal Pseudo-Siamese Network for Patient Trial Matching.
KDD
Junyi Gao, Cao Xiao, Lucas M. Glass, Jimeng Sun
2020 J jnl
COMPOSE: Cross-Modal Pseudo-Siamese Network for Patient Trial Matching.
CoRR
Junyi Gao, Cao Xiao, Lucas M. Glass, Jimeng Sun
2020 A* conf
ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context.
AAAI
Liantao Ma, Chaohe Zhang, Yasha Wang, Wenjie Ruan, Jiangtao Wang, Wen Tang, Xinyu Ma, Xin Gao, Junyi Gao
2020 J jnl
CovidCare: Transferring Knowledge from Existing EMR to Emerging Epidemic for Interpretable Prognosis.
CoRR
Liantao Ma, Xinyu Ma, Junyi Gao, Chaohe Zhang, Zhihao Yu, Xianfeng Jiao, Wenjie Ruan, Yasha Wang, Wen Tang, Jiangtao Wang
2020 J jnl
Dr. Agent: Clinical predictive model via mimicked second opinions.
J. Am. Medical Informatics Assoc.
Junyi Gao, Cao Xiao, Lucas M. Glass, Jimeng Sun
2020 — conf
Heterogeneous Photodiodes on Silicon Nitride Waveguides with 20 GHz Bandwidth.
OFC
Qianhuan Yu, Junyi Gao, Nan Ye, Boheng Chen, Keye Sun, Linli Xie, Kartik Srinivasan, Michael Zervas, Gabriele Navickaite, Michael Geiselmann, Andreas Beling
2020 J jnl
STAN: Spatio-Temporal Attention Network for Pandemic Prediction Using Real World Evidence.
CoRR
Junyi Gao, Rakshith Sharma Srinivasa, Cheng Qian, Lucas M. Glass, Jeffrey Spaeder, Justin Romberg, Jimeng Sun, Cao Xiao
2020 A* conf
StageNet: Stage-Aware Neural Networks for Health Risk Prediction.
WWW
Junyi Gao, Cao Xiao, Yasha Wang, Wen Tang, Lucas M. Glass, Jimeng Sun
2020 J jnl
StageNet: Stage-Aware Neural Networks for Health Risk Prediction.
CoRR
Junyi Gao, Cao Xiao, Yasha Wang, Wen Tang, Lucas M. Glass, Jimeng Sun
2019 J jnl
AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration.
CoRR
Liantao Ma, Junyi Gao, Yasha Wang, Chaohe Zhang, Jiangtao Wang, Wenjie Ruan, Wen Tang, Xin Gao, Xinyu Ma
2019 A* conf
CAMP: Co-Attention Memory Networks for Diagnosis Prediction in Healthcare.
ICDM
Jingyue Gao, Xiting Wang, Yasha Wang, Zhao Yang, Junyi Gao, Jiangtao Wang, Wen Tang, Xing Xie
2019 J jnl
ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context.
CoRR
Liantao Ma, Chaohe Zhang, Yasha Wang, Wenjie Ruan, Jiantao Wang, Wen Tang, Xinyu Ma, Xin Gao, Junyi Gao
2019 — conf
High-Speed Integrated Photodiodes.
OECC/PSC
Andreas Beling, Ta Ching Tzu, Junyi Gao, Jesse S. Morgan, Keye Sun, Nan Ye, Bassem Tossoun, Fengxin Yu, Qianhuan Yu
2019 — conf
MUSEFood: Multi-Sensor-Based Food Volume Estimation on Smartphones.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Junyi Gao, Weihao Tan, Liantao Ma, Yasha Wang, Wen Tang
2019 J jnl
MUSEFood: Multi-sensor-based Food Volume Estimation on Smartphones.
CoRR
Junyi Gao, Weihao Tan, Liantao Ma, Yasha Wang, Wen Tang
2019 J jnl
When to Introduce Three-Dimensional Visualization Technology into Surgical Residency: A Randomized Controlled Trial.
J. Medical Syst.
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