Xiaotong Liu - RankMe

131 papers A* 4A 3B 8C 5Journal 84Unranked 27

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A multi-scale feature extraction and attention aggregation network for underwater image enhancement. Expert Syst. Appl. Xiaohong Yan, Xiaotong Liu, Renteng Qu, Baihui Ning, Fengqiang Xu, Yanjuan Wang, Fengqi Li
2026	J	`jnl`	A surrogate-assisted evolutionary algorithm with multi-perspective infill sampling for expensive super-many-objective optimization problems. Swarm Evol. Comput. Xiaotong Liu, Chaoli Sun, Hao Wang, Liming Zhang
2026	J	`jnl`	AI Co-Pilot Object Recognition for Sensory Soft Robotic Grippers. IEEE Trans Autom. Sci. Eng. Tengxin Zhang, Xiaotong Liu, Yang Song, Yan Tang, Haisheng Xia, Zhijun Li, Peng Shi
2026	J	`jnl`	Beyond Cross-Validation: Adaptive Parameter Selection for Kernel-Based Gradient Descents. CoRR Xiaotong Liu, Yunwen Lei, Xiangyu Chang, Shao-Bo Lin
2026	J	`jnl`	Drive-JEPA: Video JEPA Meets Multimodal Trajectory Distillation for End-to-End Driving. CoRR Linhan Wang, Zichong Yang, Chen Bai, Guoxiang Zhang, Xiaotong Liu, Xiaoyin Zheng, Xiao-Xiao Long, Chang-Tien Lu, Cheng Lu
2026	J	`jnl`	Expensive Many-Objective Evolutionary Optimization With a Self-Adaptive Surrogate Model. IEEE Trans. Emerg. Top. Comput. Intell. Xiaotong Liu, Chaoli Sun, Yaochu Jin, Asad Hayat
2026	J	`jnl`	Industrial IoT-Oriented Motion Analysis Based on Binocular Vision and Eye-Tracking for Sports Scenarios. Internet Technol. Lett. Yunna Liu, Xiaotong Liu, Hui Ni, Bin Wang
2026	J	`jnl`	Light-AdaPSPNet: A novel lightweight adaptive weighted semantic segmentation network based on PSPNet for extracting Spartina alterniflora from dual-polarimetric SAR images. Comput. Electron. Agric. Zhenjin Li, Zhiyong Wang, Huiyang Zhang, Yanan Zuo, Xiaotong Liu, Baojing Zhang, Ze Chen, Silong Cheng
2026	J	`jnl`	Modeling Ischemic Stroke Pathological Dynamics via Continuous Fields and Vector Flow. npj Digit. Medicine Liuxi Chu, Ying Wang, Zhijin Li, Xiaotong Liu, Shui Tian, Hongqiang Xie, Yalin Zhang
2026	J	`jnl`	Plug-and-play adaptive rank estimation for low-rank tensor completion. Signal Process. Chenghu Mi, Jingfei He, Ao Li, Xiaotong Liu
2026	J	`jnl`	Predefined-time adaptive robust simultaneous stabilisation control for two nonlinear singular time-delay systems. J. Control. Decis. Xiaotong Liu, Renming Yang
2026	J	`jnl`	Rethinking Camera Choice: An Empirical Study on Fisheye Camera Properties in Robotic Manipulation. CoRR Han Xue, Nan Min, Xiaotong Liu, Wendi Chen, Yuan Fang, Jun Lv, Cewu Lu, Chuan Wen
2026	J	`jnl`	Shaping learning aspirations: the influence of E-commerce clusters on rural entrepreneurs. Electron. Commer. Res. Xiaotong Liu, Yi Ma, Yuanqing Li, Bin Li, Yuhuan Xia
2026	J	`jnl`	Towards Accurate and Interpretable Time-series Forecasting: A Polynomial Learning Approach. CoRR Bo Liu, Shao-Bo Lin, Changmiao Wang, Xiaotong Liu
2026	J	`jnl`	Two-Stage Data Synthesization: A Statistics-Driven Restricted Trade-off between Privacy and Prediction. CoRR Xiaotong Liu, Shao-Bo Lin, Jun Fan, Ding-Xuan Zhou
2026	J	`jnl`	Will It Zero-Shot?: Predicting Zero-Shot Classification Performance For Arbitrary Queries. CoRR Kevin Robbins, Xiaotong Liu, Yu Wu, Le Sun, Grady McPeak, Abby Stylianou, Robert Pless
2025	J	`jnl`	A Euclidean Distance-Based Novel Algorithm for Binary Feature Selection. Neural Process. Lett. Haiyan Wang, Kai Han, Chuang Li, Jian Zhao, Na Che, Xiaotong Liu
2025	B	`conf`	A Large-Scale Expensive Multi-Objective Optimization Algorithm Assisted By Multiple Subproblems Collaboration. CEC Yanke Zhang, Xiaotong Liu, Ying Tan, Chaoli Sun
2025	B	`conf`	A Preference-Guided Multi-Objective Recommendation Algorithm with an Adaptive Tchebycheff Environmental Selection. CEC Xiaoge Li, Xiaotong Liu, Chaoli Sun
2025	J	`jnl`	A data-driven brain network modeling for epileptogenic spread analysis. Biomed. Signal Process. Control. Xiaotong Liu, Ying Yu, Fang Han, Jian Zhou, Zhao Liu, Guoming Luan, Qingyun Wang
2025	J	`jnl`	A semi-supervised learning technique assisted multi-objective evolutionary algorithm for computationally expensive problems. Complex Intell. Syst. Zijian Jiang, Chaoli Sun, Xiaotong Liu, Hui Shi, Sisi Wang
2025	J	`jnl`	Adaptive Distributed Kernel Ridge Regression: A Feasible Distributed Learning Scheme for Data Silos. J. Mach. Learn. Res. Shao-Bo Lin, Xiaotong Liu, Di Wang, Hai Zhang, Ding-Xuan Zhou
2025	J	`jnl`	An Integrated Model of Smartphone Continuance Intention: Income Effect. Inf. Syst. Manag. Xiaotong Liu, Lu Xu, Heng Xie, Victor R. Prybutok
2025	J	`jnl`	An adaptive search strategy combination algorithm based on reinforcement learning and neighborhood search. J. Comput. Des. Eng. Xiaotong Liu, Ying Xu, Tianlei Wang, Zhiqiang Zeng, Zhiheng Zhou, Yikui Zhai
2025	J	`jnl`	Attention-Guided and Detail-Preserving Learning for Simultaneous Underwater Images Enhancement and Super-Resolution. Signal Image Video Process. Xiaohong Yan, Xiaotong Liu, Renteng Qu, Baihui Ning, Yitong Chen, Fengqiang Xu, Fengqi Li
2025	J	`jnl`	Convergence of Adaptive Stochastic Mirror Descent. IEEE Trans. Neural Networks Learn. Syst. Ting Hu, Xiaotong Liu, Kai Ji, Yunwen Lei
2025	J	`jnl`	Intelligent port logistics: A spatiotemporal knowledge graph and AI-agent framework for berth allocation. Adv. Eng. Informatics Peng Wang, Qinyou Hu, Qiang Mei, Shaohua Wan, Yang Yang, Da Guo, Xiaotong Liu, Wenlong Hu, Jihong Chen
2025	J	`jnl`	LCNet: Lightweight real-time image classification network based on efficient multipath dynamic attention mechanism and dynamic threshold convolution. Image Vis. Comput. Xiaoxia Yang, Zhishuai Zheng, Huanqi Zheng, Zhedong Ge, Xiaotong Liu, Bei Zhang, Jinyang Lv
2025	J	`jnl`	Machine Learning-Based Prediction of Depressive Disorders via Various Data Modalities: A Survey. IEEE CAA J. Autom. Sinica Qiong Li, Xiaotong Liu, Xuecai Hu, Md Atiqur Rahman Ahad, Min Ren, Li Yao, Yongzhen Huang
2025	J	`jnl`	Multimodal depression recognition based on gait and rating scale. Expert Syst. Appl. Xiaotong Liu, Min Ren, Xuecai Hu, Qiong Li, Yongzhen Huang
2025	A*	`conf`	NavigScene: Bridging Local Perception and Global Navigation for Beyond-Visual-Range Autonomous Driving. ACM Multimedia Qucheng Peng, Chen Bai, Guoxiang Zhang, Bo Xu, Xiaotong Liu, Xiaoyin Zheng, Chen Chen, Cheng Lu
2025	J	`jnl`	NavigScene: Bridging Local Perception and Global Navigation for Beyond-Visual-Range Autonomous Driving. CoRR Qucheng Peng, Chen Bai, Guoxiang Zhang, Bo Xu, Xiaotong Liu, Xiaoyin Zheng, Chen Chen, Cheng Lu
2025	J	`jnl`	Pinning Control Strategy for Prescribed-Time Synchronization of Stochastic Complex Dynamical Networks. IEEE Trans. Control. Netw. Syst. Xiaotong Liu, Ying Guo, Jin Li, Mingzhu Li
2025	J	`jnl`	Predefined-time adaptive robust control of a class of nonlinear singular systems. J. Syst. Control. Eng. Xiaotong Liu, Renming Yang
2025	J	`jnl`	Q-Learning-Based Multi-Strategy Topology Particle Swarm Optimization Algorithm. Algorithms Xiaoxi Hao, Shenwei Wang, Xiaotong Liu, Tianlei Wang, Guangfan Qiu, Zhiqiang Zeng
2025	J	`jnl`	Role of cybersecurity in microgrid adoption through the UTAUT for energy sustainability. Int. J. Inf. Sec. Xiaotong Liu, Xiaoguang Tian, Xiaoguang Ma, Yanwei Wu, Fang Yang
2025	J	`jnl`	Smooth robust principal component analysis based on multidimensional transform tensor for dynamic MRI. Signal Process. Xiaotong Liu, Jingfei He, Zehan Wang, Chenghu Mi
2025	J	`jnl`	Striking the Perfect Balance: Preserving Privacy While Boosting Utility in Collaborative Medical Prediction Platforms. CoRR Shao-Bo Lin, Xiaotong Liu, Yao Wang
2025	J	`jnl`	Three stage based reinforcement learning for combining multiple metaheuristic algorithms. Swarm Evol. Comput. Xiaotong Liu, Tianlei Wang, Zhiqiang Zeng, Ye Tian, Jun Tong
2025	J	`jnl`	Transcending Sparse Measurement Limits: Operator-Learning-Driven Data Super-Resolution for Inverse Source Problem. CoRR Guanyu Pan, Jianing Zhou, Xiaotong Liu, Yunqing Huang, Nianyu Yi
2025	—	`conf`	Will It Zero-Shot?:Predicting Zero-Shot Classification Performance for Arbitrary Queries. ICDM (Workshops) Kevin Robbins, Xiaotong Liu, Yu Wu, Le Sun, Grady McPeak, Abby Stylianou, Robert Pless
2024	—	`conf`	A Feedback Linearization-Based Control Strategy for Underwater Soft Exoskeleton. ICARM Weifan Mao, Zhongwen Ye, Xiaotong Liu, Peihao Zhang, Guoxin Li, Tengxin Zhang, Bingcong Jian, Fangyun Bai, Hua Fan, Haisheng Xia
2024	—	`conf`	An Expensive Multi-objective Optimization Algorithm Based on Regional Density Ratio. ICSI (1) Zijian Jiang, Chaoli Sun, Xiaotong Liu, Jing Li, Kexin Wang
2024	—	`conf`	Construction of a Large-Scale Maritime Elements Semantic Schema Based on Heterogeneous Graph Models. SpatialDI Xiaotong Liu, Yong Li, Peng Wang, Qiang Mei
2024	—	`conf`	Credit Default of P2P Online Loans Based on Logistic Regression Model Under Factor Space Theory Risk Prediction Research. IIP (1) Xiaotong Liu, Haoyu Wang, Kaijie Zhang, Kaile Lin, Qiufeng Shi, Fanhui Zeng
2024	J	`jnl`	Denoising of 3D Magnetic resonance images based on balanced low-rank tensor and nonlocal self-similarity. Biomed. Signal Process. Control. Xiaotong Liu, Jingfei He, Peng Gao, Boudi Abdelmounim, Fan Lam
2024	J	`jnl`	Depression risk recognition based on gait: A benchmark. Neurocomputing Xiaotong Liu, Qiong Li, Saihui Hou, Min Ren, Xuecai Hu, Yongzhen Huang
2024	J	`jnl`	Detection of E-Commerce Fraud Review via Self-Paced Graph Contrast Learning. Comput. J. Weidong Zhao, Xiaotong Liu
2024	J	`jnl`	Exponential synchronization of complex networks via intermittent dynamic event-triggered control. Neurocomputing Xiaotong Liu, Ying Guo, Mingzhu Li, Yifan Zhang
2024	J	`jnl`	FGRC-Net: A high-information interactive convolutional neural network for identifying ink spectral information. Expert Syst. Appl. Yan Shi, Qinglun Zhang, Siyuan Kang, Chongbo Yin, Xiaotong Liu, Xinyu He
2024	J	`jnl`	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. Xiaotong Liu, Xiwang Zheng, Zhiyong Wang, Zhenjin Li, Kai Wang, Huiyang Zhang, Juncheng Duan
2024	J	`jnl`	Reconstruction with prior support information and non-Gaussian constraints. CoRR Xiaotong Liu, Yiyu Liang
2024	C	`conf`	Reinforcement Learning-Based Adaptive Search Strategy Combination Algorithm. ISPA Xiaotong Liu, Zhiqiang Zeng, Sicheng Wan, Jiajie Tian, Tianlei Wang, Zhiyong Hong
2024	C	`conf`	Research on the Causal Forest Algorithm Based on Factor Space Theory. ICIS Fanhui Zeng, Kaile Lin, Xiaotong Liu, Pengxue Zhang, Sixing Ren
2024	J	`jnl`	Study on rotor vibration potato-soil separation device for potato harvester using DEM-MBD coupling simulation. Comput. Electron. Agric. Mingdong Chen, Xiaotong Liu, Pengxiang Hu, Xinting Zhai, Zilong Han, Yuliang Shi, Weijiang Zhu, Dongwei Wang, Xiaoning He, Shuqi Shang
2024	J	`jnl`	Tensor Completion Using High-Order Spatial Delay Embedding for IoT Multi-Attribute Data Reconstruction. IEEE Trans. Signal Inf. Process. over Networks Xiaoyue Zhang, Jingfei He, Xiaotong Liu
2024	A*	`conf`	Vision-based Wearable Steering Assistance for People with Impaired Vision in Jogging. ICRA Xiaotong Liu, Binglu Wang, Zhijun Li
2024	J	`jnl`	Vision-based Wearable Steering Assistance for People with Impaired Vision in Jogging. CoRR Xiaotong Liu, Binglu Wang, Zhijun Li
2024	J	`jnl`	Weighted Spectral Filters for Kernel Interpolation on Spheres: Estimates of Prediction Accuracy for Noisy Data. CoRR Xiaotong Liu, Jinxin Wang, Di Wang, Shao-Bo Lin
2024	J	`jnl`	Weighted Spectral Filters for Kernel Interpolation on Spheres: Estimates of Prediction Accuracy for Noisy Data. SIAM J. Imaging Sci. Xiaotong Liu, Jinxin Wang, Di Wang, Shao-Bo Lin
2023	B	`conf`	A New Infill Criterion Based on Sorting of Approximation Uncertainty for Expensive Evolutionary Many-objective Optimization. CEC Xiaotong Liu, Chaoli Sun, Hao Wang
2023	J	`jnl`	Adaptive Distributed Kernel Ridge Regression: A Feasible Distributed Learning Scheme for Data Silos. CoRR Di Wang, Xiaotong Liu, Shao-Bo Lin, Ding-Xuan Zhou
2023	J	`jnl`	Bi-smooth constraints for accelerated dynamic MRI with low-rank plus sparse tensor decomposition. Biomed. Signal Process. Control. Jingfei He, Xiaotong Liu, Nannan Luan
2023	J	`jnl`	Data Drift Monitoring for Log Anomaly Detection Pipelines. CoRR Dipak Wani, Samuel Ackerman, Eitan Farchi, Xiaotong Liu, Hau-Wen Chang, Sarasi Lalithsena
2023	—	`conf`	LogInsights - Understanding and Extracting Information from Logs for Fast Fault Classification by Weak Supervision. SSE Suranjana Samanta, Prateeti Mohapatra, Fabian Lim, Meenakshi Madugula, Xiaotong Liu, Sarasi Lalithsena
2023	B	`conf`	PSCO: A Point Cloud Scene Classification Model Based on Contrast Learning. ICIP Nuo Cheng, Xiaohan Li, Chuanyu Luo, Xiaotong Liu, Han Li, Shengguang Lei, Pu Li
2023	J	`jnl`	Recognition of odor and pleasantness based on olfactory EEG combined with functional brain network model. Int. J. Mach. Learn. Cybern. Xiuxin Xia, Xiaotong Liu, Wenbo Zheng, Xiaofei Jia, Bo Wang, Yan Shi, Hong Men
2023	J	`jnl`	RegEMR: a natural language processing system to automatically identify premature ovarian decline from Chinese electronic medical records. BMC Medical Informatics Decis. Mak. Jie Cai, Shenglin Chen, Siyun Guo, Sui-Dong Wang, Lintong Li, Xiaotong Liu, Keming Zheng, Yudong Liu, Shiling Chen
2023	C	`conf`	TECIS: The First Mission Towards Forest Carbon Mapping By Combination Of Lidar And Multi-Angle Optical Observations. IGARSS Yong Pang, Tao Yu, Wen Jia, Xiaojun Li, Zengyuan Li, Anmin Fu, Fayun Wu, Xiaotong Liu, Xinwei Zhang, Jin Huang, Tao He
2023	J	`jnl`	Towards More Efficient Depression Risk Recognition via Gait. CoRR Min Ren, Muchan Tao, Xuecai Hu, Xiaotong Liu, Qiong Li, Yongzhen Huang
2023	—	`conf`	Using Digital Twins for Software Change Risk Assessment Toward Proactive AIOps. CASCON Luis F. Rivera, Norha M. Villegas, Gabriel Tamura, Hausi A. Müller, Ian Watts, Eric Erpenbach, Laura Shwartz, Xiaotong Liu
2022	—	`conf`	A High Dynamic Range Phase Modulated Analog Photonic Link Based on IMD3 and IMD5 Suppression. ICAIT Jin Zhang, Depei Zhang, Xiaoniu Peng, Anle Wang, Xiaotong Liu, Lei Hu, Yalan Wang
2022	—	`conf`	An Empirical Study of Factors Affecting Language-Independent Models. HICSS Xiaotong Liu, Anbang Xu, Rama Akkiraju
2022	—	`conf`	Multi-view Cascading Spatial-Temporal Graph Neural Network for Traffic Flow Forecasting. ICANN (2) Zibo Liu, Kaiqun Fu, Xiaotong Liu
2022	B	`conf`	PASNET: A Self-AdaPtive Point Cloud Sorting APProach to an ImProved Feature Extraction. ICIP Nuo Cheng, Xiaohan Li, Han Li, Xiaotong Liu, Chuanyu Luo, Shengguang Lei, Pu Li
2022	J	`jnl`	Re-LSTM: A long short-term memory network text similarity algorithm based on weighted word embedding. Connect. Sci. Weidong Zhao, Xiaotong Liu, Jun Jing, Rongchang Xi
2022	C	`conf`	Real-time Statistical Log Anomaly Detection with Continuous AIOps Learning. CLOSER Lu An, An-Jie Tu, Xiaotong Liu, Rama Akkiraju
2022	J	`jnl`	Transient Mitigation Using an Auxiliary Circuit in Cascaded DC-DC Converter Systems With Virtual Impedance Control. IEEE Trans. Ind. Electron. Zhenyu Shan, Shengwen Fan, Xiaotong Liu, Xiaofeng Ding, Zhen Li
2021	J	`jnl`	An empirical investigation of factors that drive a user decision to continue using cloud storage services. J. Decis. Syst. Xiaotong Liu, Victor R. Prybutok
2021	—	`conf`	Chat-XAI: A New Chatbot to Explain Artificial Intelligence. IntelliSys (3) Mingkun Gao, Xiaotong Liu, Anbang Xu, Rama Akkiraju
2021	A	`conf`	Chatbot or Chat-Blocker: Predicting Chatbot Popularity before Deployment. Conference on Designing Interactive Systems Mingkun Gao, Xiaotong Liu, Anbang Xu, Rama Akkiraju
2021	J	`jnl`	Forecasting China's energy intensity by using an improved DVCGM (1, N) model considering the hysteresis effect. Grey Syst. Theory Appl. Zhaosu Meng, Xiaotong Liu, Kedong Yin, Xuemei Li, Xinchang Guo
2021	—	`conf`	Mining Event Logic Graph from Open Q&A Site for Automated Program Repair. QRS Companion Chuanjia Hou, Xiaotong Liu, Hao Yu, Tong Jia, Ying Li
2021	—	`conf`	Multi-dimensional LSTM: A Model of Network Text Classification. WASA (3) Weixin Wu, Xiaotong Liu, Leyi Shi, Yihao Liu, Yuxiao Song
2020	A	`conf`	2-MAP: Aligned Visualizations for Comparison of High-Dimensional Point Sets. WACV Xiaotong Liu, Zeyu Zhang, Roxana Leontie, Abby Stylianou, Robert Pless
2020	—	`conf`	A General Methodology to Quantify Biases in Natural Language Data. CHI Extended Abstracts Jiawei Chen, Anbang Xu, Zhe Liu, Yufan Guo, Xiaotong Liu, Yingbei Tong, Rama Akkiraju, John M. Carroll
2020	J	`jnl`	An Integrated Structural Equation Model of eHealth Behavioral Intention. Int. J. Heal. Inf. Syst. Informatics Gayle Prybutok, Anh Viet Ta, Xiaotong Liu, Victor R. Prybutok
2020	B	`conf`	Automatically Generating Descriptive Texts in Logging Statements: How Far Are We? APLAS Xiaotong Liu, Tong Jia, Ying Li, Hao Yu, Yang Yue, Chuanjia Hou
2020	A	`conf`	Characterizing Machine Learning Processes: A Maturity Framework. BPM Rama Akkiraju, Vibha Sinha, Anbang Xu, Jalal Mahmud, Pritam Gundecha, Zhe Liu, Xiaotong Liu, John Schumacher
2020	J	`jnl`	ContactChaser: A Simple yet Effective Contact Tracing Scheme with Strong Privacy. IACR Cryptol. ePrint Arch. Zhiguo Wan, Xiaotong Liu
2020	C	`conf`	Dynamic Response Enhancement of Cascaded DC/DC Converter Systems using an Auxiliary Circuit. ISCAS Xiaotong Liu, Zhenyu Shan, Shengwen Fan, Zhen Li
2020	—	`conf`	Hard Negative Examples are Hard, but Useful. ECCV (14) Hong Xuan, Abby Stylianou, Xiaotong Liu, Robert Pless
2020	J	`jnl`	Hard negative examples are hard, but useful. CoRR Hong Xuan, Abby Stylianou, Xiaotong Liu, Robert Pless
2020	J	`jnl`	On the Correlation Dimension of Discrete Fractional Chaotic Systems. Int. J. Bifurc. Chaos Li Ma, Xianggang Liu, Xiaotong Liu, Ying Zhang, Yu Qiu, Kaiyan Li
2020	J	`jnl`	Quantification of Acrylonitrile Butadiene Styrene Odor Intensity Based on a Novel Odor Assessment System With a Sensor Array. IEEE Access Hong Men, Chongbo Yin, Yan Shi, Xiaotong Liu, Hairui Fang, Xiaoju Han, Jingjing Liu
2020	J	`jnl`	Study on the Relations between Hyperspectral Images of Bananas (Musa spp.) from Different Countries, Their Compositional Traits and Growing Conditions. Sensors Zhijun Wang, Sara Wilhelmina Erasmus, Xiaotong Liu, Saskia M. van Ruth
2020	—	`conf`	Using Language Models to Pre-train Features for Optimizing Information Technology Operations Management Tasks. ICSOC Workshops Xiaotong Liu, Yingbei Tong, Anbang Xu, Rama Akkiraju
2020	J	`jnl`	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 Xiaotong Liu, Wei Wang, Zeyu Li, Siwan Shen, Xiaoming Jiang
2019	J	`jnl`	An Empirical Study of Factors Affecting Language-Independent Models. CoRR Xiaotong Liu, Yingbei Tong, Anbang Xu, Rama Akkiraju
2019	J	`jnl`	An examination of factors that affect user intentions toward cloud computing switching. Int. J. Serv. Stand. Xiaotong Liu, Victor R. Prybutok, Edoardo Rubino
2019	—	`conf`	Classifying Breast Cancer Histopathological Images Using a Robust Artificial Neural Network Architecture. IWBBIO (1) Xianli Zhang, Yinbin Zhang, Buyue Qian, Xiaotong Liu, Xiaoyu Li, Xudong Wang, Changchang Yin, Xin Lv, Lingyun Song, Liang Wang
2019	—	`conf`	Cognitive Learning: How to Become William Shakespeare. CHI Extended Abstracts Xiaotong Liu, Anbang Xu, Zhe Liu, Yufan Guo, Rama Akkiraju
2019	J	`jnl`	High-dimensional data analysis with subspace comparison using matrix visualization. Inf. Vis. Junpeng Wang, Xiaotong Liu, Han-Wei Shen
2019	J	`jnl`	It's in the Cloud: Theorizing Context-Specific Factors Influencing the Perception of Mobile Cloud Storage. Data Base Obi Ogbanufe, Catalin C. Dinulescu, Xiaotong Liu, Carullah Y. Kucuk
2019	A*	`conf`	Policy Continuation with Hindsight Inverse Dynamics. NeurIPS Hao Sun, Zhizhong Li, Xiaotong Liu, Bolei Zhou, Dahua Lin
2019	J	`jnl`	Policy Continuation with Hindsight Inverse Dynamics. CoRR Hao Sun, Zhizhong Li, Xiaotong Liu, Dahua Lin, Bolei Zhou
2019	—	`conf`	Spatial Attention Lesion Detection on Automated Breast Ultrasound. IWBBIO (1) Feiqian Wang, Xiaotong Liu, Buyue Qian, Litao Ruan, Rongjian Zhao, Changchang Yin, Na Yuan, Rong Wei, Xin Ma, Jishang Wei
2019	J	`jnl`	Visualizing How Embeddings Generalize. CoRR Xiaotong Liu, Hong Xuan, Zeyu Zhang, Abby Stylianou, Robert Pless
2018	—	`conf`	A Fast and Layered Real Rendering Method for Human Face Model - D-BRDF. Edutainment Pengbo Zhou, Xiaotong Liu, Heng Wang, Xiaofeng Wang
2018	J	`jnl`	Challenge AI Mind: A Crowd System for Proactive AI Testing. CoRR Siwei Fu, Anbang Xu, Xiaotong Liu, Huimin Zhou, Rama Akkiraju
2018	J	`jnl`	Characterizing machine learning process: A maturity framework. CoRR Rama Akkiraju, Vibha Sinha, Anbang Xu, Jalal Mahmud, Pritam Gundecha, Zhe Liu, Xiaotong Liu, John Schumacher
2018	J	`jnl`	CorrelatedMultiples: Spatially Coherent Small Multiples With Constrained Multi-Dimensional Scaling. Comput. Graph. Forum Xiaotong Liu, Yifan Hu, Stephen C. North, Han-Wei Shen
2018	—	`conf`	Research on Control of Auxiliary Robot for Ultrasonic Diagnosis. ROBIO Xiaotong Liu, Chongyang Ran, Qiong Wang, Peng Zhang
2018	—	`conf`	Voice of Customer: A Tone-based Analysis System for Online User Engagement. CHI Extended Abstracts Xiaotong Liu, Anbang Xu, Vibha Sinha, Rama Akkiraju
2017	J	`jnl`	Multi-Resolution Climate Ensemble Parameter Analysis with Nested Parallel Coordinates Plots. IEEE Trans. Vis. Comput. Graph. Junpeng Wang, Xiaotong Liu, Han-Wei Shen, Guang Lin
2017	—	`conf`	Pointwise information guided visual analysis of time-varying multi-fields. SIGGRAPH Asia Symposium on Visualization Soumya Dutta, Xiaotong Liu, Ayan Biswas, Han-Wei Shen, Jen-Ping Chen
2017	B	`conf`	Range likelihood tree: A compact and effective representation for visual exploration of uncertain data sets. PacificVis Wenbin He, Xiaotong Liu, Han-Wei Shen, Scott M. Collis, Jonathan J. Helmus
2017	—	`conf`	Understanding Purchase Behaviors through Personality-driven Traces. CHI Extended Abstracts Xiaotong Liu, Anbang Xu, Rama Akkiraju, Vibha Sinha
2017	J	`jnl`	Visualization of Time-Varying Weather Ensembles across Multiple Resolutions. IEEE Trans. Vis. Comput. Graph. Ayan Biswas, Guang Lin, Xiaotong Liu, Han-Wei Shen
2017	J	`jnl`	Why should I pay for e-books?: An empirical study to investigate Chinese readers' purchase behavioural intention in the mobile era. Electron. Libr. Min Zhang, Mingxing Zhu, Xiaotong Liu, Jun Yang
2016	B	`conf`	A Bayesian approach for probabilistic streamline computation in uncertain flows. PacificVis Wenbin He, Chun-Ming Chen, Xiaotong Liu, Han-Wei Shen
2016	J	`jnl`	Association Analysis for Visual Exploration of Multivariate Scientific Data Sets. IEEE Trans. Vis. Comput. Graph. Xiaotong Liu, Han-Wei Shen
2016	—	`conf`	SocialBrands: Visual analysis of public perceptions of brands on social media. VAST Xiaotong Liu, Anbang Xu, Liang Gou, Haibin Liu, Rama Akkiraju, Han-Wei Shen
2016	J	`jnl`	Visualization and Analysis of Rotating Stall for Transonic Jet Engine Simulation. IEEE Trans. Vis. Comput. Graph. Chun-Ming Chen, Soumya Dutta, Xiaotong Liu, Gregory Heinlein, Han-Wei Shen, Jen-Ping Chen
2015	J	`jnl`	Deformed soliton, breather and rogue wave solutions of an inhomogeneous nonlinear Hirota equation. Commun. Nonlinear Sci. Numer. Simul. Xiaotong Liu, Xuelin Yong, Yehui Huang, Rui Yu, Jianwei Gao
2015	—	`conf`	GalaxyExplorer: Influence-Driven Visual Exploration of Context-Specific Social Media Interactions. WWW (Companion Volume) Xiaotong Liu, Srinivasan Parthasarathy, Han-Wei Shen, Yifan Hu
2015	J	`jnl`	Supporting multifaceted viewing of word clouds with focus+context display. Inf. Vis. Xiaotong Liu, Han-Wei Shen, Yifan Hu
2015	A*	`conf`	The Effects of Representation and Juxtaposition on Graphical Perception of Matrix Visualization. CHI Xiaotong Liu, Han-Wei Shen
2014	J	`jnl`	Variable separation solutions to the coupled integrable dispersionless equations. Appl. Math. Comput. Xuelin Yong, Xiaotong Liu, Jianwei Gao, Hui Wang
2013	—	`conf`	CompactMap: A mental map preserving visual interface for streaming text data. IEEE BigData Xiaotong Liu, Yifan Hu, Stephen C. North, Han-Wei Shen
2013	J	`jnl`	ViSizer: A Visualization Resizing Framework. IEEE Trans. Vis. Comput. Graph. Yingcai Wu, Xiaotong Liu, Shixia Liu, Kwan-Liu Ma