A statistical simulation model for positional error of line features in Geographic Information Systems (GIS). - Xiaohua Tong; Tong Sun; Junyi Fan; Michael F. Goodchild; Wenzhong Shi (Int. J. Appl. Earth Obs. Geoinformation, 2013)

RL in Markov Games with Independent Function Approximation: Improved Sample Complexity Bound under the Local Access Model. - Junyi Fan; Yuxuan Han; Jialin Zeng; Jian-Feng Cai 001; Yang Wang 020; Yang Xiang; Jiheng Zhang (AISTATS, 2024)

On the Convergence of Projected Bures-Wasserstein Gradient Descent under Euclidean Strong Convexity. - Junyi Fan; Yuxuan Han; Zijian Liu 003; Jian-Feng Cai 001; Yang Wang 020; Zhengyuan Zhou (ICML, 2024)

Learning-Based Multiview Stereo for Remote Sensed Imagery With Relative Depth. - Anzhu Yu; Danyang Hong; Xuanbei Lu; Song Ji; Junyi Fan (IEEE Geosci. Remote. Sens. Lett., 2025)

Machine Learning-Based Prediction of ICU Readmissions in Intracerebral Hemorrhage Patients: Insights from the MIMIC Databases. - Shuheng Chen; Junyi Fan; Armin Abdollahi; Negin Ashrafi; Kamiar Alaei; Greg Placencia; Maryam Pishgar (CoRR, 2025)

XGBoost-Based Prediction of ICU Mortality in Sepsis-Associated Acute Kidney Injury Patients Using MIMIC-IV Database with Validation from eICU Database. - Shuheng Chen; Junyi Fan; Elham Pishgar; Kamiar Alaei; Greg Placencia; Maryam Pishgar (CoRR, 2025)

Development of Interactive Nomograms for Predicting Short-Term Survival in ICU Patients with Aplastic Anemia. - Junyi Fan; Shuheng Chen; Li Sun; Yong Si; Elham Pishgar; Kamiar Alaei; Greg Placencia; Maryam Pishgar (CoRR, 2025)

Predicting Postoperative Stroke in Elderly SICU Patients: An Interpretable Machine Learning Model Using MIMIC Data. - Tinghuan Li; Shuheng Chen; Junyi Fan; Elham Pishgar; Kamiar Alaei; Greg Placencia; Maryam Pishgar (CoRR, 2025)

Clinically Interpretable Mortality Prediction for ICU Patients with Diabetes and Atrial Fibrillation: A Machine Learning Approach. - Li Sun; Shuheng Chen; Yong Si; Junyi Fan; Maryam Pishgar; Elham Pishgar; Kamiar Alaei; Greg Placencia (CoRR, 2025)

JSQA: Speech Quality Assessment with Perceptually-Inspired Contrastive Pretraining Based on JND Audio Pairs. - Junyi Fan; Donald Williamson (CoRR, 2025)

Early Mortality Prediction in ICU Patients with Hypertensive Kidney Disease Using Interpretable Machine Learning. - Yong Si; Junyi Fan; Li Sun; Shuheng Chen; Minoo Ahmadi; Elham Pishgar; Kamiar Alaei; Greg Placencia; Maryam Pishgar (CoRR, 2025)

Prediction of Significant Creatinine Elevation in First ICU Stays with Vancomycin Use: A retrospective study through Catboost. - Junyi Fan; Li Sun; Shuheng Chen; Yong Si; Minoo Ahmadi; Greg Placencia; Elham Pishgar; Kamiar Alaei; Maryam Pishgar (CoRR, 2025)

Interpretable Machine Learning Model for Early Prediction of Acute Kidney Injury in Critically Ill Patients with Cirrhosis: A Retrospective Study. - Li Sun; Shuheng Chen; Junyi Fan; Yong Si; Minoo Ahmadi; Elham Pishgar; Kamiar Alaei; Maryam Pishgar (CoRR, 2025)