Xingye Qiao

40 papers A* 9A 2Journal 23Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Exploring universal segmentation models for automatic quantification of cardiac functional parameters from zebrafish heartbeat videos.
Medical Biol. Eng. Comput.
Yali Wang, Haochun Shi, Xingye Qiao, Fengyu Cong, Yanbin Zhao, Hongming Xu
2025 A* conf
Conformal Inference of Individual Treatment Effects Using Conditional Density Estimates.
AAAI
Baozhen Wang, Xingye Qiao
2025 J jnl
Conformal Inference of Individual Treatment Effects Using Conditional Density Estimates.
CoRR
Baozhen Wang, Xingye Qiao
2025 A conf
Conformal Prediction Under Generalized Covariate Shift with Posterior Drift.
AISTATS
Baozhen Wang, Xingye Qiao
2025 J jnl
Conformal Prediction Under Generalized Covariate Shift with Posterior Drift.
CoRR
Baozhen Wang, Xingye Qiao
2025 J jnl
Generalized Prediction Set with Bandit Feedback.
Trans. Mach. Learn. Res.
Zhou Wang, Xingye Qiao
2024 A* conf
A Non-parametric Direct Learning Approach to Heterogeneous Treatment Effect Estimation under Unmeasured Confounding.
NeurIPS
Xinhai Zhang, Xingye Qiao
2024 J jnl
An improved spectral clustering method for accurate detection of brain resting-state networks.
NeuroImage
Jason Barrett, Haomiao Meng, Zongpai Zhang, Song M. Chen, Li Zhao, David C. Alsop, Xingye Qiao, Weiying Dai
2024 J jnl
Deep Generalized Prediction Set Classifier and Its Theoretical Guarantees.
Trans. Mach. Learn. Res.
Zhou Wang, Xingye Qiao
2024 A* conf
Efficient Online Set-valued Classification with Bandit Feedback.
ICML
Zhou Wang, Xingye Qiao
2024 J jnl
Efficient Online Set-valued Classification with Bandit Feedback.
CoRR
Zhou Wang, Xingye Qiao
2023 J jnl
Set-valued Classification with Out-of-distribution Detection for Many Classes.
J. Mach. Learn. Res.
Zhou Wang, Xingye Qiao
2022 J jnl
Enhanced Nearest Neighbor Classification for Crowdsourcing.
CoRR
Jiexin Duan, Xingye Qiao, Guang Cheng
2022 J jnl
Learning Acceptance Regions for Many Classes with Anomaly Detection.
CoRR
Zhou Wang, Xingye Qiao
2020 J jnl
Covariance-engaged Classification of Sets via Linear Programming.
CoRR
Zhao Ren, Sungkyu Jung, Xingye Qiao
2020 A* conf
Mutual Transfer Learning for Massive Data.
ICML
Ching-Wei Cheng, Xingye Qiao, Guang Cheng
2020 J jnl
Near-optimal Individualized Treatment Recommendations.
CoRR
Haomiao Meng, Ying-Qi Zhao, Haoda Fu, Xingye Qiao
2020 J jnl
Near-optimal Individualized Treatment Recommendations.
J. Mach. Learn. Res.
Haomiao Meng, Ying-Qi Zhao, Haoda Fu, Xingye Qiao
2020 A* conf
Statistical Guarantees of Distributed Nearest Neighbor Classification.
NeurIPS
Jiexin Duan, Xingye Qiao, Guang Cheng
2019 A* conf
Diverse Exploration via Conjugate Policies for Policy Gradient Methods.
AAAI
Andrew Cohen, Xingye Qiao, Lei Yu, Elliot Way, Xiangrong Tong
2019 J jnl
Diverse Exploration via Conjugate Policies for Policy Gradient Methods.
CoRR
Andrew Cohen, Xingye Qiao, Lei Yu, Elliot Way, Xiangrong Tong
2019 J jnl
Maximum Entropy Diverse Exploration: Disentangling Maximum Entropy Reinforcement Learning.
CoRR
Andrew Cohen, Lei Yu, Xingye Qiao, Xiangrong Tong
2019 A* conf
Rates of Convergence for Large-scale Nearest Neighbor Classification.
NeurIPS
Xingye Qiao, Jiexin Duan, Guang Cheng
2019 J jnl
Rates of Convergence for Large-scale Nearest Neighbor Classification.
CoRR
Xingye Qiao, Jiexin Duan, Guang Cheng
2019 — conf
Towards Run Time Estimation of the Gaussian Chemistry Code for SEAGrid Science Gateway.
PEARC
Angel Beltre, Shehtab Zaman, Kenneth Chiu, Sudhakar Pamidighantam, Xingye Qiao, Madhusudhan Govindaraju
2019 J jnl
Towards Run Time Estimation of the Gaussian Chemistry Code for SEAGrid Science Gateway.
CoRR
Angel Beltre, Shehtab Zaman, Kenneth Chiu, Sudhakar Pamidighantam, Xingye Qiao, Madhusudhan Govindaraju
2018 A* conf
Learning Confidence Sets using Support Vector Machines.
NeurIPS
Wenbo Wang, Xingye Qiao
2018 J jnl
Learning Confidence Sets using Support Vector Machines.
CoRR
Wenbo Wang, Xingye Qiao
2018 J jnl
Sparse Fisher's linear discriminant analysis for partially labeled data.
Stat. Anal. Data Min.
Qiyi Lu, Xingye Qiao
2015 A conf
CFQI: Fitted Q-Iteration with Complex Returns.
AAMAS
Robert William Wright, Xingye Qiao, Lei Yu, Steven Loscalzo
2015 J jnl
Flexible high-dimensional classification machines and their asymptotic properties.
J. Mach. Learn. Res.
Xingye Qiao, Lingsong Zhang
2015 A* conf
Improving Approximate Value Iteration with Complex Returns by Bounding.
AAAI
Robert William Wright, Xingye Qiao, Steven Loscalzo, Lei Yu
2015 J jnl
Significance Analysis of High-Dimensional, Low-Sample Size Partially Labeled Data.
CoRR
Qiyi Lu, Xingye Qiao
2014 J jnl
Nearest Neighbor Classifier with Optimal Stability.
CoRR
Wei Sun, Xingye Qiao, Guang Cheng
2012 — conf
GRNN Ensemble Classifier for Lung Cancer Prognosis Using Only Demographic and TNM features.
Complex Adaptive Systems
J. David Schaffer, Jin-Woo Park, Erin Barnes, Qiyi Lu, Xingye Qiao, Youping Deng, Yan Li, Walker H. Land Jr.
2012 — conf
PNN/GRNN Ensemble Processor Design for Early Screening of Breast Cancer.
Complex Adaptive Systems
Walker H. Land Jr., Xinpei Ma, Erin Barnes, Xingye Qiao, John J. Heine, Timothy Masters, Jin-Woo Park
2011 — conf
A complex adaptive system using statistical learning theory as an inline preprocess for clinical survival analysis.
Complex Adaptive Systems
Dan Margolis, Walker H. Land Jr., Ronald Gottlieb, Xingye Qiao
2011 — conf
A new tool for survival analysis: evolutionary programming/evolutionary strategies (EP/ES) support vector regression hybrid using both censored / non-censored (event) data.
Complex Adaptive Systems
Walker H. Land Jr., Xingye Qiao, Dan Margolis, Ronald Gottlieb
2011 J jnl
Kernelized partial least squares for feature reduction and classification of gene microarray data.
BMC Syst. Biol.
Walker H. Land Jr., Xingye Qiao, Daniel Margolis, William S. Ford, Christopher T. Paquette, Joseph F. Perez-Rogers, Jeffrey A. Borgia, Jack Y. Yang, Youping Deng
2011 — conf
Partial Least Squares (PLS) Applied to Medical Bioinformatics.
Complex Adaptive Systems
Walker H. Land Jr., William S. Ford, Jin-Woo Park, Ravi Mathur, Nathan Hotchkiss, John J. Heine, Steven Eschrich, Xingye Qiao, Timothy Yeatman