Junyi Fan

19 papers A* 1A 1Journal 16Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Cross-Chain Event-Driven Data Infrastructure for Aave Protocol Analytics and Applications.
CoRR
Junyi Fan, Li Sun
2025 J jnl
Aligning Language Models with Clinical Expertise: DPO for Heart Failure Nursing Documentation in Critical Care.
CoRR
Junyi Fan, Li Sun, Negin Ashrafi, Kamiar Alaei, Maryam Pishgar
2025 J jnl
Clinically Interpretable Mortality Prediction for ICU Patients with Diabetes and Atrial Fibrillation: A Machine Learning Approach.
CoRR
Li Sun, Shuheng Chen, Yong Si, Junyi Fan, Maryam Pishgar, Elham Pishgar, Kamiar Alaei, Greg Placencia
2025 J jnl
Development of Interactive Nomograms for Predicting Short-Term Survival in ICU Patients with Aplastic Anemia.
CoRR
Junyi Fan, Shuheng Chen, Li Sun, Yong Si, Elham Pishgar, Kamiar Alaei, Greg Placencia, Maryam Pishgar
2025 J jnl
Early Mortality Prediction in ICU Patients with Hypertensive Kidney Disease Using Interpretable Machine Learning.
CoRR
Yong Si, Junyi Fan, Li Sun, Shuheng Chen, Minoo Ahmadi, Elham Pishgar, Kamiar Alaei, Greg Placencia, Maryam Pishgar
2025 J jnl
FlowPortal: Residual-Corrected Flow for Training-Free Video Relighting and Background Replacement.
CoRR
Wenshuo Gao, Junyi Fan, Jiangyue Zeng, Shuai Yang
2025 J jnl
From the perspective of perceptual speech quality: The robustness of frequency bands to noise.
CoRR
Junyi Fan, Donald S. Williamson
2025 J jnl
Interpretable Machine Learning Model for Early Prediction of Acute Kidney Injury in Critically Ill Patients with Cirrhosis: A Retrospective Study.
CoRR
Li Sun, Shuheng Chen, Junyi Fan, Yong Si, Minoo Ahmadi, Elham Pishgar, Kamiar Alaei, Maryam Pishgar
2025 — conf
JSQA: Speech Quality Assessment with Perceptually-Inspired Contrastive Pretraining Based on JND Audio Pairs.
WASPAA
Junyi Fan, Donald Williamson
2025 J jnl
JSQA: Speech Quality Assessment with Perceptually-Inspired Contrastive Pretraining Based on JND Audio Pairs.
CoRR
Junyi Fan, Donald Williamson
2025 J jnl
Learning-Based Multiview Stereo for Remote Sensed Imagery With Relative Depth.
IEEE Geosci. Remote. Sens. Lett.
Anzhu Yu, Danyang Hong, Xuanbei Lu, Song Ji, Junyi Fan
2025 J jnl
Machine Learning-Based Prediction of ICU Readmissions in Intracerebral Hemorrhage Patients: Insights from the MIMIC Databases.
CoRR
Shuheng Chen, Junyi Fan, Armin Abdollahi, Negin Ashrafi, Kamiar Alaei, Greg Placencia, Maryam Pishgar
2025 J jnl
Predicting Postoperative Stroke in Elderly SICU Patients: An Interpretable Machine Learning Model Using MIMIC Data.
CoRR
Tinghuan Li, Shuheng Chen, Junyi Fan, Elham Pishgar, Kamiar Alaei, Greg Placencia, Maryam Pishgar
2025 J jnl
Prediction of Significant Creatinine Elevation in First ICU Stays with Vancomycin Use: A retrospective study through Catboost.
CoRR
Junyi Fan, Li Sun, Shuheng Chen, Yong Si, Minoo Ahmadi, Greg Placencia, Elham Pishgar, Kamiar Alaei, Maryam Pishgar
2025 J jnl
XGBoost-Based Prediction of ICU Mortality in Sepsis-Associated Acute Kidney Injury Patients Using MIMIC-IV Database with Validation from eICU Database.
CoRR
Shuheng Chen, Junyi Fan, Elham Pishgar, Kamiar Alaei, Greg Placencia, Maryam Pishgar
2024 A* conf
On the Convergence of Projected Bures-Wasserstein Gradient Descent under Euclidean Strong Convexity.
ICML
Junyi Fan, Yuxuan Han, Zijian Liu, Jian-Feng Cai, Yang Wang, Zhengyuan Zhou
2024 A conf
RL in Markov Games with Independent Function Approximation: Improved Sample Complexity Bound under the Local Access Model.
AISTATS
Junyi Fan, Yuxuan Han, Jialin Zeng, Jian-Feng Cai, Yang Wang, Yang Xiang, Jiheng Zhang
2024 J jnl
RL in Markov Games with Independent Function Approximation: Improved Sample Complexity Bound under the Local Access Model.
CoRR
Junyi Fan, Yuxuan Han, Jialin Zeng, Jian-Feng Cai, Yang Wang, Yang Xiang, Jiheng Zhang
2013 J jnl
A statistical simulation model for positional error of line features in Geographic Information Systems (GIS).
Int. J. Appl. Earth Obs. Geoinformation
Xiaohua Tong, Tong Sun, Junyi Fan, Michael F. Goodchild, Wenzhong Shi