Annie Qu

According to our database, Annie Qu authored at least 30 papers between 2008 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning.

Ziyi Liang, Annie Qu, Babak Shahbaba

CoRR, July, 2025

Multi-task Learning for Heterogeneous Multi-source Block-Wise Missing Data.

Yang Sui, Qi Xu, Yang Bai, Annie Qu

CoRR, May, 2025

Multi-task Learning for Heterogeneous Data via Integrating Shared and Task-Specific Encodings.

Yang Sui, Qi Xu, Yang Bai, Annie Qu

CoRR, May, 2025

Reinforcement Learning for Individual Optimal Policy from Heterogeneous Data.

Rui Miao, Babak Shahbaba, Annie Qu

CoRR, May, 2025

Representation Retrieval Learning for Heterogeneous Data Integration.

Qi Xu, Annie Qu

CoRR, March, 2025

2024

Differentially Private Data Release for Mixed-type Data via Latent Factor Models.

Yanqing Zhang, Qi Xu, Niansheng Tang, Annie Qu

J. Mach. Learn. Res., 2024

Optimal Transport for Latent Integration with An Application to Heterogeneous Neuronal Activity Data.

Yubai Yuan, Babak Shahbaba, Norbert Fortin, Keiland W. Cooper, Qing Nie, Annie Qu

CoRR, 2024

CONCERT: Covariate-Elaborated Robust Local Information Transfer with Conditional Spike-and-Slab Prior.

Ruqian Zhang, Yijiao Zhang, Annie Qu, Zhongyi Zhu, Juan Shen

CoRR, 2024

2023

Dynamic Topic Language Model on Heterogeneous Children's Mental Health Clinical Notes.

Hanwen Ye, Tatiana Moreno, Adrianne Alpern, Louis Ehwerhemuepha, Annie Qu

CoRR, 2023

Stage-Aware Learning for Dynamic Treatments.

Hanwen Ye, Wenzhuo Zhou, Ruoqing Zhu, Annie Qu

CoRR, 2023

Stackelberg Batch Policy Learning.

Wenzhuo Zhou, Annie Qu

CoRR, 2023

A Model-Agnostic Graph Neural Network for Integrating Local and Global Information.

Wenzhuo Zhou, Annie Qu, Keiland W. Cooper, Norbert Fortin, Babak Shahbaba

CoRR, 2023

Distributional Shift-Aware Off-Policy Interval Estimation: A Unified Error Quantification Framework.

Wenzhuo Zhou, Yuhan Li, Ruoqing Zhu, Annie Qu

CoRR, 2023

2022

Dermoscopic Image Classification with Neural Style Transfer.

Yutong Li, Ruoqing Zhu, Mike Yeh, Annie Qu

J. Comput. Graph. Stat., October, 2022

Weighted AutoEncoding recommender system.

Shuying Zhu, Weining Shen, Annie Qu

Stat. Anal. Data Min., 2022

Improving Sales Forecasting Accuracy: A Tensor Factorization Approach with Demand Awareness.

Xuan Bi, Gediminas Adomavicius, William Li, Annie Qu

INFORMS J. Comput., 2022

HIMA2: high-dimensional mediation analysis and its application in epigenome-wide DNA methylation data.

Chamila Perera, Haixiang Zhang, Yinan Zheng, Lifang Hou, Annie Qu, Cheng Zheng, Ke Xie, Lei Liu

BMC Bioinform., 2022

2021

Dermoscopic Dataset for the "Dermoscopic Image Classification with Neural Style Transfer" Manuscript.

Yutong Li, Ruoqing Zhu, Mike Yeh, Annie Qu

Dataset, June, 2021

Dynamic Tensor Recommender Systems.

Yanqing Zhang, Xuan Bi, Niansheng Tang, Annie Qu

J. Mach. Learn. Res., 2021

High-order joint embedding for multi-level link prediction.

Yubai Yuan, Annie Qu

CoRR, 2021

Query-augmented Active Metric Learning.

Yujia Deng, Yubai Yuan, Haoda Fu, Annie Qu

CoRR, 2021

Dermoscopic Image Classification with Neural Style Transfer.

Yutong Li, Ruoqing Zhu, Annie Qu, Mike Yeh

CoRR, 2021

2020

Neural-based time series forecasting of loss of coolant accidents in nuclear power plants.

Majdi I. Radaideh, Connor Pigg, Tomasz Kozlowski, Yujia Deng, Annie Qu

Expert Syst. Appl., 2020

2019

Smooth neighborhood recommender systems.

Ben Dai, Junhui Wang, Xiaotong Shen, Annie Qu

J. Mach. Learn. Res., 2019

Individualized Multilayer Tensor Learning with An Application in Imaging Analysis.

Xiwei Tang, Xuan Bi, Annie Qu

CoRR, 2019

2018

Time-varying correlation structure estimation and local-feature detection for spatio-temporal data.

Xueying Zheng, Lan Xue, Annie Qu

J. Multivar. Anal., 2018

Semi-Orthogonal Non-Negative Matrix Factorization.

Jack Yutong Li, Ruoqing Zhu, Annie Qu, Han Ye, Zhankun Sun

CoRR, 2018

2014

Efficient classification for longitudinal data.

Xianlong Wang, Annie Qu

Comput. Stat. Data Anal., 2014

2012

Variable Selection in High-dimensional Varying-coefficient Models with Global Optimality.

Lan Xue, Annie Qu

J. Mach. Learn. Res., 2012

2008

Testing the significance of cell-cycle patterns in time-course microarray data using nonparametric quadratic inference functions.

Guei-Feng Tsai, Annie Qu

Comput. Stat. Data Anal., 2008