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Xiaotong Liu
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2020 – today
- 2025
- [j35]Xiaotong Liu, Jingfei He, Zehan Wang, Chenghu Mi:
Smooth robust principal component analysis based on multidimensional transform tensor for dynamic MRI. Signal Process. 227: 109712 (2025) - 2024
- [j34]Xiaotong Liu, Jingfei He, Peng Gao, Boudi Abdelmounim, Fan Lam:
Denoising of 3D Magnetic resonance images based on balanced low-rank tensor and nonlocal self-similarity. Biomed. Signal Process. Control. 96: 106588 (2024) - [j33]Mingdong Chen, Xiaotong Liu, Pengxiang Hu, Xinting Zhai, Zilong Han, Yuliang Shi, Weijiang Zhu, Dongwei Wang, Xiaoning He, Shuqi Shang:
Study on rotor vibration potato-soil separation device for potato harvester using DEM-MBD coupling simulation. Comput. Electron. Agric. 218: 108638 (2024) - [j32]Weidong Zhao, Xiaotong Liu:
Detection of E-Commerce Fraud Review via Self-Paced Graph Contrast Learning. Comput. J. 67(6): 2054-2065 (2024) - [j31]Yan Shi, Qinglun Zhang, Siyuan Kang, Chongbo Yin, Xiaotong Liu, Xinyu He:
FGRC-Net: A high-information interactive convolutional neural network for identifying ink spectral information. Expert Syst. Appl. 235: 121167 (2024) - [j30]Xiaotong Liu, Ying Guo, Mingzhu Li, Yifan Zhang:
Exponential synchronization of complex networks via intermittent dynamic event-triggered control. Neurocomputing 581: 127478 (2024) - [j29]Xiaotong Liu, Qiong Li, Saihui Hou, Min Ren, Xuecai Hu, Yongzhen Huang:
Depression risk recognition based on gait: A benchmark. Neurocomputing 596: 128045 (2024) - [j28]Xiaotong Liu, Xiwang Zheng, Zhiyong Wang, Zhenjin Li, Kai Wang, Huiyang Zhang, Juncheng Duan:
Monitoring Wetland Changes and Analyzing the Spartina alterniflora Invasion in the Yellow River Delta Over the Past 30 Years Based on Google Earth Engine. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j27]Xiaotong Liu, Jinxin Wang, Di Wang, Shao-Bo Lin:
Weighted Spectral Filters for Kernel Interpolation on Spheres: Estimates of Prediction Accuracy for Noisy Data. SIAM J. Imaging Sci. 17(2): 951-983 (2024) - [j26]Xiaoyue Zhang, Jingfei He, Xiaotong Liu:
Tensor Completion Using High-Order Spatial Delay Embedding for IoT Multi-Attribute Data Reconstruction. IEEE Trans. Signal Inf. Process. over Networks 10: 715-728 (2024) - [c40]Xiaotong Liu, Binglu Wang, Zhijun Li:
Vision-based Wearable Steering Assistance for People with Impaired Vision in Jogging. ICRA 2024: 15270-15275 - [c39]Xiaotong Liu, Haoyu Wang, Kaijie Zhang, Kaile Lin, Qiufeng Shi, Fanhui Zeng:
Credit Default of P2P Online Loans Based on Logistic Regression Model Under Factor Space Theory Risk Prediction Research. Intelligent Information Processing (1) 2024: 410-424 - [c38]Xiaotong Liu, Yong Li, Peng Wang, Qiang Mei:
Construction of a Large-Scale Maritime Elements Semantic Schema Based on Heterogeneous Graph Models. SpatialDI 2024: 132-151 - [c37]Zijian Jiang, Chaoli Sun, Xiaotong Liu, Jing Li, Kexin Wang:
An Expensive Multi-objective Optimization Algorithm Based on Regional Density Ratio. ICSI (1) 2024: 418-429 - [i12]Xiaotong Liu, Jinxin Wang, Di Wang, Shao-Bo Lin:
Weighted Spectral Filters for Kernel Interpolation on Spheres: Estimates of Prediction Accuracy for Noisy Data. CoRR abs/2401.08364 (2024) - [i11]Xiaotong Liu, Binglu Wang, Zhijun Li:
Vision-based Wearable Steering Assistance for People with Impaired Vision in Jogging. CoRR abs/2408.00332 (2024) - 2023
- [j25]Jingfei He, Xiaotong Liu, Nannan Luan:
Bi-smooth constraints for accelerated dynamic MRI with low-rank plus sparse tensor decomposition. Biomed. Signal Process. Control. 82: 104530 (2023) - [j24]Jie Cai, Shenglin Chen, Siyun Guo, Sui-Dong Wang, Lintong Li, Xiaotong Liu, Keming Zheng, Yudong Liu, Shiling Chen:
RegEMR: a natural language processing system to automatically identify premature ovarian decline from Chinese electronic medical records. BMC Medical Informatics Decis. Mak. 23(1): 126 (2023) - [j23]Xiuxin Xia, Xiaotong Liu, Wenbo Zheng, Xiaofei Jia, Bo Wang, Yan Shi, Hong Men:
Recognition of odor and pleasantness based on olfactory EEG combined with functional brain network model. Int. J. Mach. Learn. Cybern. 14(8): 2761-2776 (2023) - [c36]Suranjana Samanta, Prateeti Mohapatra, Fabian Lim, Meenakshi Madugula, Xiaotong Liu, Sarasi Lalithsena:
LogInsights - Understanding and Extracting Information from Logs for Fast Fault Classification by Weak Supervision. SSE 2023: 20-26 - [c35]Luis F. Rivera, Norha M. Villegas, Gabriel Tamura, Hausi A. Müller, Ian Watts, Eric Erpenbach, Laura Shwartz, Xiaotong Liu:
Using Digital Twins for Software Change Risk Assessment Toward Proactive AIOps. CASCON 2023: 211-216 - [c34]Xiaotong Liu, Chaoli Sun, Hao Wang:
A New Infill Criterion Based on Sorting of Approximation Uncertainty for Expensive Evolutionary Many-objective Optimization. CEC 2023: 1-8 - [c33]Nuo Cheng, Xiaohan Li, Chuanyu Luo, Xiaotong Liu, Han Li, Shengguang Lei, Pu Li:
PSCO: A Point Cloud Scene Classification Model Based on Contrast Learning. ICIP 2023: 925-929 - [c32]Yong Pang, Tao Yu, Wen Jia, Xiaojun Li, Zengyuan Li, Anmin Fu, Fayun Wu, Xiaotong Liu, Xinwei Zhang, Jin Huang, Tao He:
TECIS: The First Mission Towards Forest Carbon Mapping By Combination Of Lidar And Multi-Angle Optical Observations. IGARSS 2023: 1890-1893 - [d1]Jingfei He, Xiaotong Liu:
Dataset. IEEE DataPort, 2023 - [i10]Di Wang, Xiaotong Liu, Shao-Bo Lin, Ding-Xuan Zhou:
Adaptive Distributed Kernel Ridge Regression: A Feasible Distributed Learning Scheme for Data Silos. CoRR abs/2309.04236 (2023) - [i9]Min Ren, Muchan Tao, Xuecai Hu, Xiaotong Liu, Qiong Li, Yongzhen Huang:
Towards More Efficient Depression Risk Recognition via Gait. CoRR abs/2310.06283 (2023) - [i8]Dipak Wani, Samuel Ackerman, Eitan Farchi, Xiaotong Liu, Hau-wen Chang, Sarasi Lalithsena:
Data Drift Monitoring for Log Anomaly Detection Pipelines. CoRR abs/2310.14893 (2023) - 2022
- [j22]Weidong Zhao, Xiaotong Liu, Jun Jing, Rongchang Xi:
Re-LSTM: A long short-term memory network text similarity algorithm based on weighted word embedding. Connect. Sci. 34(1): 2652-2670 (2022) - [j21]Zhenyu Shan, Shengwen Fan, Xiaotong Liu, Xiaofeng Ding, Zhen Li:
Transient Mitigation Using an Auxiliary Circuit in Cascaded DC-DC Converter Systems With Virtual Impedance Control. IEEE Trans. Ind. Electron. 69(5): 4652-4664 (2022) - [c31]Lu An, An-Jie Tu, Xiaotong Liu, Rama Akkiraju:
Real-time Statistical Log Anomaly Detection with Continuous AIOps Learning. CLOSER 2022: 223-230 - [c30]Xiaotong Liu, Anbang Xu, Rama Akkiraju:
An Empirical Study of Factors Affecting Language-Independent Models. HICSS 2022: 1-7 - [c29]Jin Zhang, Depei Zhang, Xiaoniu Peng, Anle Wang, Xiaotong Liu, Lei Hu, Yalan Wang:
A High Dynamic Range Phase Modulated Analog Photonic Link Based on IMD3 and IMD5 Suppression. ICAIT 2022: 99-102 - [c28]Zibo Liu, Kaiqun Fu, Xiaotong Liu:
Multi-view Cascading Spatial-Temporal Graph Neural Network for Traffic Flow Forecasting. ICANN (2) 2022: 605-616 - [c27]Nuo Cheng, Xiaohan Li, Han Li, Xiaotong Liu, Chuanyu Luo, Shengguang Lei, Pu Li:
PASNET: A Self-AdaPtive Point Cloud Sorting APProach to an ImProved Feature Extraction. ICIP 2022: 956-960 - 2021
- [j20]Zhaosu Meng, Xiaotong Liu, Kedong Yin, Xuemei Li, Xinchang Guo:
Forecasting China's energy intensity by using an improved DVCGM (1, N) model considering the hysteresis effect. Grey Syst. Theory Appl. 11(3): 372-393 (2021) - [j19]Xiaotong Liu, Victor R. Prybutok:
An empirical investigation of factors that drive a user decision to continue using cloud storage services. J. Decis. Syst. 30(1): 4-26 (2021) - [c26]Mingkun Gao, Xiaotong Liu, Anbang Xu, Rama Akkiraju:
Chatbot or Chat-Blocker: Predicting Chatbot Popularity before Deployment. Conference on Designing Interactive Systems 2021: 1458-1469 - [c25]Mingkun Gao, Xiaotong Liu, Anbang Xu, Rama Akkiraju:
Chat-XAI: A New Chatbot to Explain Artificial Intelligence. IntelliSys (3) 2021: 125-134 - [c24]Chuanjia Hou, Xiaotong Liu, Hao Yu, Tong Jia, Ying Li:
Mining Event Logic Graph from Open Q&A Site for Automated Program Repair. QRS Companion 2021: 1167-1168 - [c23]Weixin Wu, Xiaotong Liu, Leyi Shi, Yihao Liu, Yuxiao Song:
Multi-dimensional LSTM: A Model of Network Text Classification. WASA (3) 2021: 209-217 - 2020
- [j18]Hong Men, Chongbo Yin, Yan Shi, Xiaotong Liu, Hairui Fang, Xiaoju Han, Jingjing Liu:
Quantification of Acrylonitrile Butadiene Styrene Odor Intensity Based on a Novel Odor Assessment System With a Sensor Array. IEEE Access 8: 33237-33249 (2020) - [j17]Li Ma, Xianggang Liu, Xiaotong Liu, Ying Zhang, Yu Qiu, Kaiyan Li:
On the Correlation Dimension of Discrete Fractional Chaotic Systems. Int. J. Bifurc. Chaos 30(12): 2050174:1-2050174:14 (2020) - [j16]Gayle Prybutok, Anh Viet Ta, Xiaotong Liu, Victor R. Prybutok:
An Integrated Structural Equation Model of eHealth Behavioral Intention. Int. J. Heal. Inf. Syst. Informatics 15(1): 20-39 (2020) - [j15]Xiaotong Liu, Wei Wang, Zeyu Li, Siwan Shen, Xiaoming Jiang:
基于改进BP神经网络的尿液中红白细胞识别算法 (Recognition Algorithm of Red and White Cells in Urine Based on Improved BP Neural Network). 计算机科学 47(2): 102-105 (2020) - [j14]Zhijun Wang, Sara Wilhelmina Erasmus, Xiaotong Liu, Saskia M. van Ruth:
Study on the Relations between Hyperspectral Images of Bananas (Musa spp.) from Different Countries, Their Compositional Traits and Growing Conditions. Sensors 20(20): 5793 (2020) - [c22]Xiaotong Liu, Tong Jia, Ying Li, Hao Yu, Yang Yue, Chuanjia Hou:
Automatically Generating Descriptive Texts in Logging Statements: How Far Are We? APLAS 2020: 251-269 - [c21]Rama Akkiraju, Vibha Sinha, Anbang Xu, Jalal Mahmud, Pritam Gundecha, Zhe Liu, Xiaotong Liu, John Schumacher:
Characterizing Machine Learning Processes: A Maturity Framework. BPM 2020: 17-31 - [c20]Jiawei Chen, Anbang Xu, Zhe Liu, Yufan Guo, Xiaotong Liu, Yingbei Tong, Rama Akkiraju, John M. Carroll:
A General Methodology to Quantify Biases in Natural Language Data. CHI Extended Abstracts 2020: 1-9 - [c19]Hong Xuan, Abby Stylianou, Xiaotong Liu, Robert Pless:
Hard Negative Examples are Hard, but Useful. ECCV (14) 2020: 126-142 - [c18]Xiaotong Liu, Yingbei Tong, Anbang Xu, Rama Akkiraju:
Using Language Models to Pre-train Features for Optimizing Information Technology Operations Management Tasks. ICSOC Workshops 2020: 150-161 - [c17]Xiaotong Liu, Zhenyu Shan, Shengwen Fan, Zhen Li:
Dynamic Response Enhancement of Cascaded DC/DC Converter Systems using an Auxiliary Circuit. ISCAS 2020: 1-5 - [c16]Xiaotong Liu, Zeyu Zhang, Roxana Leontie, Abby Stylianou, Robert Pless:
2-MAP: Aligned Visualizations for Comparison of High-Dimensional Point Sets. WACV 2020: 2539-2547 - [i7]Hong Xuan, Abby Stylianou, Xiaotong Liu, Robert Pless:
Hard negative examples are hard, but useful. CoRR abs/2007.12749 (2020) - [i6]Zhiguo Wan, Xiaotong Liu:
ContactChaser: A Simple yet Effective Contact Tracing Scheme with Strong Privacy. IACR Cryptol. ePrint Arch. 2020: 630 (2020)
2010 – 2019
- 2019
- [j13]Obi Ogbanufe, Catalin C. Dinulescu, Xiaotong Liu, Carullah Y. Kucuk:
It's in the Cloud: Theorizing Context-Specific Factors Influencing the Perception of Mobile Cloud Storage. Data Base 50(3): 116-137 (2019) - [j12]Xiaotong Liu, Victor R. Prybutok, Edoardo Rubino:
An examination of factors that affect user intentions toward cloud computing switching. Int. J. Serv. Stand. 13(1/2): 1-21 (2019) - [j11]Junpeng Wang, Xiaotong Liu, Han-Wei Shen:
High-dimensional data analysis with subspace comparison using matrix visualization. Inf. Vis. 18(1) (2019) - [c15]Xiaotong Liu, Anbang Xu, Zhe Liu, Yufan Guo, Rama Akkiraju:
Cognitive Learning: How to Become William Shakespeare. CHI Extended Abstracts 2019 - [c14]Xianli Zhang, Yinbin Zhang, Buyue Qian, Xiaotong Liu, Xiaoyu Li, Xudong Wang, Changchang Yin, Xin Lv, Lingyun Song, Liang Wang:
Classifying Breast Cancer Histopathological Images Using a Robust Artificial Neural Network Architecture. IWBBIO (1) 2019: 204-215 - [c13]Feiqian Wang, Xiaotong Liu, Buyue Qian, Litao Ruan, Rongjian Zhao, Changchang Yin, Na Yuan, Rong Wei, Xin Ma, Jishang Wei:
Spatial Attention Lesion Detection on Automated Breast Ultrasound. IWBBIO (1) 2019: 216-227 - [c12]Hao Sun, Zhizhong Li, Xiaotong Liu, Bolei Zhou, Dahua Lin:
Policy Continuation with Hindsight Inverse Dynamics. NeurIPS 2019: 10265-10275 - [i5]Xiaotong Liu, Hong Xuan, Zeyu Zhang, Abby Stylianou, Robert Pless:
Visualizing How Embeddings Generalize. CoRR abs/1909.07464 (2019) - [i4]Hao Sun, Zhizhong Li, Xiaotong Liu, Dahua Lin, Bolei Zhou:
Policy Continuation with Hindsight Inverse Dynamics. CoRR abs/1910.14055 (2019) - [i3]Xiaotong Liu, Yingbei Tong, Anbang Xu, Rama Akkiraju:
An Empirical Study of Factors Affecting Language-Independent Models. CoRR abs/1912.13106 (2019) - 2018
- [j10]Xiaotong Liu, Yifan Hu, Stephen C. North, Han-Wei Shen:
CorrelatedMultiples: Spatially Coherent Small Multiples With Constrained Multi-Dimensional Scaling. Comput. Graph. Forum 37(1): 7-18 (2018) - [c11]Xiaotong Liu, Anbang Xu, Vibha Sinha, Rama Akkiraju:
Voice of Customer: A Tone-based Analysis System for Online User Engagement. CHI Extended Abstracts 2018 - [c10]Pengbo Zhou, Xiaotong Liu, Heng Wang, Xiaofeng Wang:
A Fast and Layered Real Rendering Method for Human Face Model - D-BRDF. Edutainment 2018: 99-106 - [c9]Xiaotong Liu, Chongyang Ran, Qiong Wang, Peng Zhang:
Research on Control of Auxiliary Robot for Ultrasonic Diagnosis. ROBIO 2018: 2133-2140 - [i2]Siwei Fu, Anbang Xu, Xiaotong Liu, Huimin Zhou, Rama Akkiraju:
Challenge AI Mind: A Crowd System for Proactive AI Testing. CoRR abs/1810.09030 (2018) - [i1]Rama Akkiraju, Vibha Sinha, Anbang Xu, Jalal Mahmud, Pritam Gundecha, Zhe Liu, Xiaotong Liu, John Schumacher:
Characterizing machine learning process: A maturity framework. CoRR abs/1811.04871 (2018) - 2017
- [j9]Min Zhang, Mingxing Zhu, Xiaotong Liu, Jun Yang:
Why should I pay for e-books?: An empirical study to investigate Chinese readers' purchase behavioural intention in the mobile era. Electron. Libr. 35(3): 472-493 (2017) - [j8]Junpeng Wang, Xiaotong Liu, Han-Wei Shen, Guang Lin:
Multi-Resolution Climate Ensemble Parameter Analysis with Nested Parallel Coordinates Plots. IEEE Trans. Vis. Comput. Graph. 23(1): 81-90 (2017) - [j7]Ayan Biswas, Guang Lin, Xiaotong Liu, Han-Wei Shen:
Visualization of Time-Varying Weather Ensembles across Multiple Resolutions. IEEE Trans. Vis. Comput. Graph. 23(1): 841-850 (2017) - [c8]Wenbin He, Xiaotong Liu, Han-Wei Shen, Scott M. Collis, Jonathan J. Helmus:
Range likelihood tree: A compact and effective representation for visual exploration of uncertain data sets. PacificVis 2017: 151-160 - [c7]Xiaotong Liu, Anbang Xu, Rama Akkiraju, Vibha Sinha:
Understanding Purchase Behaviors through Personality-driven Traces. CHI Extended Abstracts 2017: 1837-1843 - [c6]Soumya Dutta, Xiaotong Liu, Ayan Biswas, Han-Wei Shen, Jen-Ping Chen:
Pointwise information guided visual analysis of time-varying multi-fields. SIGGRAPH Asia Symposium on Visualization 2017: 17:1-17:8 - 2016
- [j6]Chun-Ming Chen, Soumya Dutta, Xiaotong Liu, Gregory Heinlein, Han-Wei Shen, Jen-Ping Chen:
Visualization and Analysis of Rotating Stall for Transonic Jet Engine Simulation. IEEE Trans. Vis. Comput. Graph. 22(1): 847-856 (2016) - [j5]Xiaotong Liu, Han-Wei Shen:
Association Analysis for Visual Exploration of Multivariate Scientific Data Sets. IEEE Trans. Vis. Comput. Graph. 22(1): 955-964 (2016) - [c5]Wenbin He, Chun-Ming Chen, Xiaotong Liu, Han-Wei Shen:
A Bayesian approach for probabilistic streamline computation in uncertain flows. PacificVis 2016: 214-218 - [c4]Xiaotong Liu, Anbang Xu, Liang Gou, Haibin Liu, Rama Akkiraju, Han-Wei Shen:
SocialBrands: Visual analysis of public perceptions of brands on social media. VAST 2016: 71-80 - 2015
- [j4]Xiaotong Liu, Xuelin Yong, Yehui Huang, Rui Yu, Jianwei Gao:
Deformed soliton, breather and rogue wave solutions of an inhomogeneous nonlinear Hirota equation. Commun. Nonlinear Sci. Numer. Simul. 29(Issues): 257-266 (2015) - [j3]Xiaotong Liu, Han-Wei Shen, Yifan Hu:
Supporting multifaceted viewing of word clouds with focus+context display. Inf. Vis. 14(2): 168-180 (2015) - [c3]Xiaotong Liu, Han-Wei Shen:
The Effects of Representation and Juxtaposition on Graphical Perception of Matrix Visualization. CHI 2015: 269-278 - [c2]Xiaotong Liu, Srinivasan Parthasarathy, Han-Wei Shen, Yifan Hu:
GalaxyExplorer: Influence-Driven Visual Exploration of Context-Specific Social Media Interactions. WWW (Companion Volume) 2015: 215-218 - 2014
- [j2]Xuelin Yong, Xiaotong Liu, Jianwei Gao, Hui Wang:
Variable separation solutions to the coupled integrable dispersionless equations. Appl. Math. Comput. 235: 358-363 (2014) - 2013
- [j1]Yingcai Wu, Xiaotong Liu, Shixia Liu, Kwan-Liu Ma:
ViSizer: A Visualization Resizing Framework. IEEE Trans. Vis. Comput. Graph. 19(2): 278-290 (2013) - [c1]Xiaotong Liu, Yifan Hu, Stephen C. North, Han-Wei Shen:
CompactMap: A mental map preserving visual interface for streaming text data. IEEE BigData 2013: 48-55
Coauthor Index
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