CAMP: Co-Attention Memory Networks for Diagnosis Prediction in Healthcare. - Jingyue Gao; Xiting Wang; Yasha Wang; Zhao Yang; Junyi Gao; Jiangtao Wang 001; Wen Tang; Xing Xie 001 (ICDM, 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 (OECC/PSC, 2019)

MUSEFood: Multi-Sensor-Based Food Volume Estimation on Smartphones. - Junyi Gao; Weihao Tan; Liantao Ma; Yasha Wang; Wen Tang (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 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)

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; et al. (J. Medical Syst., 2019)

AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration. - Liantao Ma; Junyi Gao; Yasha Wang; Chaohe Zhang; Jiangtao Wang 001; Wenjie Ruan; Wen Tang; Xin Gao; Xinyu Ma (AAAI, 2020)

ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context. - Liantao Ma; Chaohe Zhang; Yasha Wang; Wenjie Ruan; Jiangtao Wang 001; Wen Tang; Xinyu Ma; Xin Gao; Junyi Gao (AAAI, 2020)

COMPOSE: Cross-Modal Pseudo-Siamese Network for Patient Trial Matching. - Junyi Gao; Cao Xiao; Lucas M. Glass; Jimeng Sun 001 (KDD, 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 (OFC, 2020)

StageNet: Stage-Aware Neural Networks for Health Risk Prediction. - Junyi Gao; Cao Xiao; Yasha Wang; Wen Tang; Lucas M. Glass; Jimeng Sun 001 (WWW, 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 001 (CoRR, 2020)

Dr. Agent: Clinical predictive model via mimicked second opinions. - Junyi Gao; Cao Xiao; Lucas M. Glass; Jimeng Sun 001 (J. Am. Medical Informatics Assoc., 2020)

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 001 (WWW, 2021)

STAN: spatio-temporal attention network for pandemic prediction using real-world evidence. - Junyi Gao; Rakshith Sharma Srinivasa; Cheng Qian 001; Lucas M. Glass; Jeffrey Spaeder; Justin Romberg; Jimeng Sun 001; Cao Xiao (J. Am. Medical Informatics Assoc., 2021)

32 GHz high-power MUTC waveguide photodiode for 1310 nm. - Fengxin Yu; Keye Sun; Junyi Gao; Andreas Beling (OFC, 2022)

PopNet: Real-Time Population-Level Disease Prediction with Data Latency. - Junyi Gao; Cao Xiao; Lucas M. Glass; Jimeng Sun 001 (WWW, 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)

PyHealth: A Deep Learning Toolkit for Healthcare Applications. - Chaoqi Yang; Zhenbang Wu; Patrick Jiang; Zhen Lin 001; Junyi Gao; Benjamin P. Danek; Jimeng Sun 001 (KDD, 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 (OFC, 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)

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)

Multi-faceted analysis and prediction for the outbreak of pediatric respiratory syncytial virus. - Chaoqi Yang; Junyi Gao; Lucas Glass; Adam Cross; Jimeng Sun 001 (J. Am. Medical Informatics Assoc., 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; et al. (Patterns, 2023)

An Account Matching Method Based on Hyper Graph. - Zhiwei Tang; Xuemeng Zhai; Gaolei Fei; Junyi Gao; Jianwei Ding; Keren Wang; Qiang Li; Guangmin Hu (ACISP (2), 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 001; Hongfang Liu; Luxia Zhang (KDD, 2024)

Feedback tolerant quantum dot lasers integrated with 300mm silicon photonics. - Duanni Huang; Shane Yerkes; Guan-Lin Su; Karan Mehta 002; Marcus Cramer; William O'Brien; Razi Dehghannasiri; Stan Dobek; Chelsea Mackos; Timothy Ward; Pari Patel; Ranjeet Kumar; et al. (OFC, 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 (OFC, 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)

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)

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)

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 035; Yasha Wang; Ewen M. Harrison; Liantao Ma (Patterns, 2024)

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 (OFC, 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 (WWW, 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 (WWW, 2025)

Application of Visual Teaching in Engineering Geology. - Junyi Gao; Zhiqiang Zhou (Comput. Appl. Eng. Educ., 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)

InformGen: An AI Copilot for Accurate and Compliant Clinical Research Consent Document Generation. - Zifeng Wang 008; Junyi Gao; Benjamin P. Danek; Brandon Theodorou; Ruba Shaik; Shivashankar Thati; Seunghyun Won; Jimeng Sun 001 (CoRR, 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, 2025)

TrialPanorama: Database and Benchmark for Systematic Review and Design of Clinical Trials. - Zifeng Wang 008; Qiao Jin 001; Jiacheng Lin; Junyi Gao; Jathurshan Pradeepkumar; Pengcheng Jiang; Benjamin P. Danek; Zhiyong Lu; Jimeng Sun 001 (CoRR, 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, 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, 2025)