Xiangrui Li

According to our database, Xiangrui Li authored at least 31 papers between 2009 and 2023.

Collaborative distances:

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

2023

Progressive Learning for Unsupervised Change Detection on Aerial Images.

Yuan Zhou, Xiangrui Li, Keran Chen, Sun-Yuan Kung

IEEE Trans. Geosci. Remote. Sens., 2023

Learning Compact Features via In-Training Representation Alignment.

Xin Li, Xiangrui Li, Deng Pan, Yao Qiang, Dongxiao Zhu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Orientation Invariant Tensor Completion In Both Spectual And Space Domains.

Xiangrui Li, Andong Wang, Xiyuan Hu, Zhenmin Tang

Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2022

2021

Crossfire Conditional Generative Adversarial Networks for Singing Voice Extraction.

Weitao Yuan, Shengbei Wang, Xiangrui Li, Masashi Unoki, Wenwu Wang

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

An Unsupervised Framework for Change Detection in Remote Sensing Images.

Xiangrui Li, Yuan Zhou

Proceedings of the 21st International Conference on Communication Technology, 2021

Improving Adversarial Robustness via Probabilistically Compact Loss with Logit Constraints.

Xin Li, Xiangrui Li, Deng Pan, Dongxiao Zhu

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Road segmentation with image-LiDAR data fusion in deep neural network.

Huafeng Liu, Yazhou Yao, Zeren Sun, Xiangrui Li, Ke Jia, Zhenming Tang

Multim. Tools Appl., 2020

Unsupervised Self-training Algorithm Based on Deep Learning for Optical Aerial Images Change Detection.

Yuan Zhou, Xiangrui Li

CoRR, 2020

Improve SGD Training via Aligning Mini-batches.

Xiangrui Li, Deng Pan, Xin Li, Dongxiao Zhu

CoRR, 2020

Interpreting Age Effects of Human Fetal Brain from Spontaneous fMRI Using Deep 3D Convolutional Neural Networks.

Xiangrui Li, Jasmine L. Hect, Moriah E. Thomason, Dongxiao Zhu

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Explainable Recommendation via Interpretable Feature Mapping and Evaluation of Explainability.

Deng Pan, Xiangrui Li, Xin Li, Dongxiao Zhu

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

On the Learning Property of Logistic and Softmax Losses for Deep Neural Networks.

Xiangrui Li, Xin Li, Deng Pan, Dongxiao Zhu

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

A Skip Attention Mechanism for Monaural Singing Voice Separation.

Weitao Yuan, Shengbei Wang, Xiangrui Li, Masashi Unoki, Wenwu Wang

IEEE Signal Process. Lett., 2019

Statistical performance of convex low-rank and sparse tensor recovery.

Xiangrui Li, Andong Wang, Jianfeng Lu, Zhenmin Tang

Pattern Recognit., 2019

Deep representation learning for road detection using Siamese network.

Huafeng Liu, Xiaofeng Han, Xiangrui Li, Yazhou Yao, Pu Huang, Zhenmin Tang

Multim. Tools Appl., 2019

CRCEN: A Generalized Cost-sensitive Neural Network Approach for Imbalanced Classification.

Xiangrui Li, Dongxiao Zhu

CoRR, 2019

Deep Representation Learning for Road Detection through Siamese Network.

Huafeng Liu, Xiaofeng Han, Xiangrui Li, Yazhou Yao, Pu Huang, Zhenming Tang

CoRR, 2019

Road Segmentation with Image-LiDAR Data Fusion.

Huafeng Liu, Yazhou Yao, Zeren Sun, Xiangrui Li, Ke Jia, Zhenmin Tang

CoRR, 2019

Stability and Bifurcation for a Single-Species Model with Delay Weak Kernel and Constant Rate Harvesting.

Xiangrui Li, Shuibo Huang

Complex., 2019

Predicting Task and Subject Differences with Functional Connectivity and Blood-Oxygen-Level-Dependent Variability.

Garren Gaut, Brandon M. Turner, Zhong-Lin Lu, Xiangrui Li, William A. Cunningham, Mark Steyvers

Brain Connect., 2019

Proximal Deep Recurrent Neural Network for Monaural Singing Voice Separation.

Weitao Yuan, Shengbei Wang, Xiangrui Li, Masashi Unoki, Wenwu Wang

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Multinomial classification with class-conditional overlapping sparse feature groups.

Xiangrui Li, Dongxiao Zhu, Ming Dong

Pattern Recognit. Lett., 2018

Robust feature selection via <i>l</i>_{2, 1}-norm in finite mixture of regression.

Xiangrui Li, Dongxiao Zhu

Pattern Recognit. Lett., 2018

Leveraging auxiliary measures: a deep multi-task neural network for predictive modeling in clinical research.

Xiangrui Li, Dongxiao Zhu, Phillip Levy

BMC Medical Informatics Decis. Mak., 2018

2017

SDT: A Tree Method for Detecting Patient Subgroups with Personalized Risk Factors.

Xiangrui Li, Dongxiao Zhu, Ming Dong, Milad Zafar Nezhad, Alexander T. Janke, Phillip Levy

Proceedings of the Summit on Clinical Research Informatics, 2017

Predictive deep network with leveraging clinical measure as auxiliary task.

Xiangrui Li, Dongxiao Zhu, Phillip Levy

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Coherent Low-tubal-Rank Tensor Completion.

Andong Wang, Zhong Jin, Xiangrui Li

Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

2016

SAFS: A deep feature selection approach for precision medicine.

Milad Zafar Nezhad, Dongxiao Zhu, Xiangrui Li, Kai Yang, Phillip Levy

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

2015

A novel procedure for statistical inference and verification of gene regulatory subnetwork.

Haijun Gong, Jakob Klinger, Kevin Damazyn, Xiangrui Li, Shiyang Huang

BMC Bioinform., 2015

2011

Attention Extracts Signal in External Noise: A BOLD fMRI Study.

Zhong-Lin Lu, Xiangrui Li, Bosco S. Tjan, Barbara Anne Dosher, Wilson Chu

J. Cogn. Neurosci., 2011

2009

Neural correlates of risk prediction error during reinforcement learning in humans.

Mathieu d'Acremont, Zhong-Lin Lu, Xiangrui Li, Martial Van der Linden, Antoine Bechara

NeuroImage, 2009