Li Liu

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 88

Top Venues

Web Intell.

Eng. Appl. Artif. Intell.

IEEE Trans. Learn. Technol.

Appl. Intell.

Publications

Shu Wang, Xiaohu Li, Guorui Liao, Jiawei Liu, Changbo Liao, Ming Liu, Jun Liao, Li Liu
A spatio-temporal graph neural network for fall prediction with inertial sensors. Knowl. Based Syst. 293 (2024)
Lei Wang, Shanshan Huang, Shu Wang, Jun Liao, Tingpeng Li, Li Liu
A survey of causal discovery based on functional causal model. Eng. Appl. Artif. Intell. 133 (2024)
Jun Liao, Hao Luo, Xuewen Yan, Ting Ye, Shanshan Huang, Li Liu
Finding score-based representative samples for cancer risk prediction. Pattern Recognit. 156 (2024)
Ming Liu, Jingxu Zhang, Lucy Michael Nyagoga, Li Liu
Student-AI Question Cocreation for Enhancing Reading Comprehension. IEEE Trans. Learn. Technol. 17 (2024)
Xiaohu Li, Jiawei Liu, Guorui Liao, Mingrui Yin, Shu Wang, Guoxin Su, Jun Liao, Li Liu
Predicting Fall Events by a Spatio-Temporal Topological Network with Multiple Wearable Sensors. ICASSP (2024)
Hang Zheng, Qingsong Li, Shen Chen, Yuxuan Liang, Li Liu
SENCR: A Span Enhanced Two-Stage Network with Counterfactual Rethinking for Chinese NER. AAAI (2024)
Shu Wang, Jiawei Liu, Shen Chen, Shanshan Wang, Yuxin Peng, Changbo Liao, Li Liu
Recognizing wearable upper-limb rehabilitation gestures by a hybrid multi-feature neural network. Eng. Appl. Artif. Intell. 127 (Part B) (2024)
Shanshan Huang, Lei Wang, Jun Liao, Li Liu
Multi-attentional causal intervention networks for medical image diagnosis. Knowl. Based Syst. 299 (2024)
Shanshan Huang, Yuanhao Wang, Zhili Gong, Jun Liao, Shu Wang, Li Liu
Controllable image generation based on causal representation learning. Frontiers Inf. Technol. Electron. Eng. 25 (1) (2024)
Saugata Bose, Guoxin Su, Li Liu
Deep One-Class Fine-Tuning for Imbalanced Short Text Classification in Transfer Learning. ADMA (1) (2023)
Jiawei Liu, Xiaohu Li, Shanshan Huang, Rui Chao, Zhidong Cao, Shu Wang, Aiguo Wang, Li Liu
A review of wearable sensors based fall-related recognition systems. Eng. Appl. Artif. Intell. 121 (2023)
Shanshan Huang, Haoxuan Li, Qingsong Li, Chunyuan Zheng, Li Liu
Pareto Invariant Representation Learning for Multimedia Recommendation. ACM Multimedia (2023)
Kunxia Wang, Ruixiang He, Shu Wang, Li Liu, Takashi Yamauchi
The Efficient-CapsNet model for facial expression recognition. Appl. Intell. 53 (13) (2023)
Shu Wang, Hao Luo, Shanshan Huang, Qingsong Li, Li Liu, Guoxin Su, Ming Liu
Counterfactual-based minority oversampling for imbalanced classification. Eng. Appl. Artif. Intell. 122 (2023)
Yinggang Zhang, Li Liu, Jinming Liu, Yihao Li, Pan Liu
An Improved H∞ Filtering based on Information Attack over Discrete Linear Systems. DSA (2023)
Yande Li, Lulan Yu, Jun Liao, Guoxin Su, Ammarah Hashmi, Li Liu, Shu Wang
A single smartwatch-based segmentation approach in human activity recognition. Pervasive Mob. Comput. 83 (2022)
Shu Wang, Aiguo Wang, Mengyuan Ran, Li Liu, Yuxin Peng, Ming Liu, Guoxin Su, Adi Alhudhaif, Fayadh Alenezi, Norah Alnaim
Hand gesture recognition framework using a lie group based spatio-temporal recurrent network with multiple hand-worn motion sensors. Inf. Sci. 606 (2022)
Wenbin Zhang, Jun Liao, Yi Zhang, Li Liu
CMGAN: A generative adversarial network embedded with causal matrix. Appl. Intell. 52 (14) (2022)
Guoxin Su, Li Liu, Minjie Zhang, David S. Rosenblum
Quantitative Verification for Monitoring Event-Streaming Systems. IEEE Trans. Software Eng. 48 (2) (2022)
Xuefeng Yang, Li Liu, Yinggang Zhang, Yihao Li, Pan Liu, Shili Ai
A Privacy-preserving Approach to Distributed Set-membership Estimation over Wireless Sensor Networks. DSA (2022)
Yande Li, Yonggang Lu, Minglun Gong, Li Liu, Ligang Zhao
Dual-channel feature disentanglement for identity-invariant facial expression recognition. Inf. Sci. 608 (2022)
Shanshan Huang, Xin Jin, Qian Jiang, Li Liu
Deep learning for image colorization: Current and future prospects. Eng. Appl. Artif. Intell. 114 (2022)
Zirui Yong, Guoxin Su, Xiaohu Li, Lingyun Sun, Zejian Li, Li Liu
Recognizing Cognitive Load by a Hybrid Spatio-Temporal Causal Model from Multivariate Physiological Data. ECML/PKDD (6) (2022)
Aiguo Wang, Li Liu, Jiaoyun Yang, Lian Li
Causality fields in nonlinear causal effect analysis. Frontiers Inf. Technol. Electron. Eng. 23 (8) (2022)
Shengyuan Zhang, Jingyu Wu, Zejian Li, Li Liu, Jun Liao, Lingyun Sun
FIGCI: Flow-Based Information-Geometric Causal Inference. CICAI (2) (2022)
Yidi Zhang, Mengyuan Ran, Jun Liao, Guoxin Su, Ming Liu, Li Liu
Stacked LSTM-Based Dynamic Hand Gesture Recognition with Six-Axis Motion Sensors. SMC (2021)
Xin Li, Jun Liao, Li Liu
Recognizing Skeleton-Based Hand Gestures by a Spatio-Temporal Network. ECML/PKDD (4) (2021)
Yande Li, Kun Guo, Yonggang Lu, Li Liu
Cropping and attention based approach for masked face recognition. Appl. Intell. 51 (5) (2021)
Jun Liao, Dandan Liu, Guoxin Su, Li Liu
Recognizing diseases with multivariate physiological signals by a DeepCNN-LSTM network. Appl. Intell. 51 (11) (2021)
Hao Luo, Jun Liao, Xuewen Yan, Li Liu
Oversampling by a Constraint-Based Causal Network in Medical Imbalanced Data Classification. ICME (2021)
Xi Hu, Liming Tan, Jiayi Zhou, Shahid Ali, Zirui Yong, Jun Liao, Li Liu
Recognizing Chinese Sign Language Based on Deep Neural Network. SMC (2020)
Ting Ye, Jun Liao, Xuewen Yan, Hao Luo, Wenbing Zhang, Li Liu
Discovering biomedical causality by a generative Bayesian causal network under uncertainty. IJCNN (2020)
Yuhao Zhang, Jun Liao, Mengyuan Ran, Xin Li, Shanshan Wang, Li Liu
ST-Xception: A Depthwise Separable Convolution Network for Military Sign Language Recognition. SMC (2020)
Qing Miao, Yuxin Peng, Li Liu, Andrew McDaid, Mingming Zhang
Subject-specific compliance control of an upper-limb bilateral robotic system. Robotics Auton. Syst. 126 (2020)
Junfeng Hu, Zhencheng Fan, Jun Liao, Li Liu
Predicting Long-Term Skeletal Motions by a Spatio-Temporal Hierarchical Recurrent Network. ECAI (2020)
Jun Liao, Junfeng Hu, Li Liu
Recognizing Complex Activities by a Temporal Causal Network-Based Model. ECML/PKDD (4) (2020)
Aiguo Wang, Shenghui Zhao, Jinjun Liu, Jing Yang, Li Liu, Guilin Chen
Locality adaptive preserving projections for linear dimensionality reduction. Expert Syst. Appl. 151 (2020)
Noreen Fatima, Li Liu, Sha Hong, Haroon Ahmed
Prediction of Breast Cancer, Comparative Review of Machine Learning Techniques, and Their Analysis. IEEE Access 8 (2020)
Yunyi Li, Li Liu, Yu Zhao, Xiefeng Cheng, Guan Gui
Nonconvex nonsmooth low-rank minimization for generalized image compressed sensing via group sparse representation. J. Frankl. Inst. 357 (10) (2020)
Kunxia Wang, Guoxin Su, Li Liu, Shu Wang
Wavelet packet analysis for speaker-independent emotion recognition. Neurocomputing 398 (2020)
Xuewen Yan, Jun Liao, Hao Luo, Yi Zhang, Li Liu
Predicting Cancer Risks By A Constraint-Based Causal Network. ICME (2020)
Junfeng Hu, Jun Liao, Li Liu, Wenchao Ma
RCapsNet: A Recurrent Capsule Network for Text Classification. IJCNN (2020)
Mengyuan Ran, Shanshan Wang, Jun Liao, Yuhao Zhang, Li Liu
STGauntlet: Recognizing Hand Gestures over Multiple Hand-Worn Motion Sensors. SMC (2020)
Zhanbo Yang, Li Li, Jun He, Zixi Wei, Li Liu, Jun Liao
Multimodal Learning with Triplet Ranking Loss for Visual Semantic Embedding Learning. KSEM (1) (2019)
Wenchao Ma, Junfeng Hu, Jun Liao, Zhencheng Fan, Jianjun Wu, Li Liu
Finger Gesture Recognition Based on 3D-Accelerometer and 3D-Gyroscope. KSEM (1) (2019)
Yunyi Li, Li Liu, Yu Zhao, Xiefeng Cheng, Guan Gui
Nonconvex Nonsmooth Low-Rank Minimization for Generalized Image Compressed Sensing via Group Sparse Representation. CoRR (2019)
Teng Li, Lingling Li, Yuan Wu, Li Liu, Ye Liu, Aamir Khan, Ammarah Hashmi
An Intelligent Wellness Assessment System for the Elderly Healthcare. J. Medical Imaging Health Informatics 9 (8) (2019)
Junfeng Hu, Zhencheng Fan, Jun Liao, Li Liu
Predicting Long-Term Skeletal Motions by a Spatio-Temporal Hierarchical Recurrent Network. CoRR (2019)
Jun Liao, Dandan Liu, Junfeng Hu, Yande Li, Aamir Khan, Li Liu, Qingyu Xiong, Junhao Wen
Individual Risk Prediction of Gastric Cancer Using Fully Connected Neural Network with Weighted Neighborhood Feature. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2019)
Kexin Huang, Yukun Cao, Ye Du, Li Li, Li Liu, Jun Liao
Social-Aware and Sequential Embedding for Cold-Start Recommendation. KSEM (1) (2019)
Yuan Wu, Lingling Li, Li Liu, Ye Liu
Nondestructive measurement of internal quality attributes of apple fruit by using NIR spectroscopy. Multim. Tools Appl. 78 (4) (2019)
Dandan Liu, Jun Liao, Li Liu
Modeling Data-Driven Liver Cancer Prediction with Medical Knowledge on Chinese Population. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2019)
Zili Zhang, Li Liu, Li Li, Xiangliang Zhang
Special issue: Mobile Web Data Analytics (part I). Web Intell. 16 (2) (2018)
Danni Wang, Lin Zhou, Li Liu
Recognizing diseases from physiological time series data. Web Intell. 16 (3) (2018)
Yande Li, Ning Yang, Lian Li, Li Liu, Yi Yang
Finger gesture recognition using a smartwatch with integrated motion sensors. Web Intell. 16 (2) (2018)
Yuan Wu, Li Liu, Lingling Li, Min Lu, Lian Li
Determining senior wellness status using an intelligent system based on wireless sensor network and bioinformation. Web Intell. 16 (3) (2018)
Ming Liu, Vasile Rus, Li Liu
Automatic Chinese Multiple Choice Question Generation Using Mixed Similarity Strategy. IEEE Trans. Learn. Technol. 11 (2) (2018)
Zili Zhang, Li Liu, Li Li, Xiangliang Zhang
Special issue: Mobile web data analytics (part II). Web Intell. 16 (3) (2018)
Ming Liu, Leping Liu, Li Liu
Group awareness increases student engagement in online collaborative writing. Internet High. Educ. 38 (2018)
Li Liu, Shu Wang, Bin Hu, Qingyu Xiong, Junhao Wen, David S. Rosenblum
Learning structures of interval-based Bayesian networks in probabilistic generative model for human complex activity recognition. Pattern Recognit. 81 (2018)
Lingling Li, Caihong Li, Yuan Wu, Yi Yang, Yixuan Zhang, Hairui Zhang, Bin Wu, Li Liu, Rong Xie
Spectroscopy-Based Food Internal Quality Evaluation with XGBoost Algorithm. APWeb/WAIM Workshops (2018)
Guilin Chen, Aiguo Wang, Shenghui Zhao, Li Liu, Chih-Yung Chang
Latent feature learning for activity recognition using simple sensors in smart homes. Multim. Tools Appl. 77 (12) (2018)
Huaizhou Su, Yande Li, Li Liu
Gesture Recognition Based on Accelerometer and Gyroscope and Its Application in Medical and Smart Homes. APWeb/WAIM Workshops (2018)
Junfeng Hu, Wenchao Ma, Aamir Khan, Li Liu
Recognizing Character-Matching CAPTCHA Using Convolutional Neural Networks with Triple Loss. KSEM (2) (2018)
Danni Wang, Li Liu, Guoxin Su, Yande Li, Aamir Khan
Recognizing Diseases from Physiological Time Series Data Using Probabilistic Model. KSEM (1) (2018)
Ming Liu, Vasile Rus, Yue Li, Chuqian Sheng, Li Liu
Automatic Chinese character similarity measurement. Web Intell. 16 (3) (2018)
Aiguo Wang, Ning An, Guilin Chen, Li Liu, Gil Alterovitz
Subtype dependent biomarker identification and tumor classification from gene expression profiles. Knowl. Based Syst. 146 (2018)
Aiguo Wang, Guilin Chen, Xi Wu, Li Liu, Ning An, Chih-Yung Chang
Towards Human Activity Recognition: A Hierarchical Feature Selection Framework. Sensors 18 (11) (2018)
Yande Li, Taiqian Wang, Aamir Khan, Lian Li, Caihong Li, Yi Yang, Li Liu
Hand Gesture Recognition and Real-time Game Control Based on A Wearable Band with 6-axis Sensors. IJCNN (2018)
Taiqian Wang, Yande Li, Junfeng Hu, Aamir Khan, Li Liu, Caihong Li, Ammarah Hashmi, Mengyuan Ran
A Survey on Vision-Based Hand Gesture Recognition. ICSM (2018)
Yuan Wu, Li Liu, Jinlong Kang, Lingling Li, Bingqing Huang
Measuring the Wellness Indices of the Elderly Using RFID Sensors Data in a Smart Nursing Home. APWeb/WAIM Workshops (2017)
Li Liu, Shu Wang, Guoxin Su, Zi-Gang Huang, Ming Liu
Towards complex activity recognition using a Bayesian network-based probabilistic generative framework. Pattern Recognit. 68 (2017)
Li Liu, Shu Wang, Guoxin Su, Bin Hu, Yuxin Peng, Qingyu Xiong, Junhao Wen
A framework of mining semantic-based probabilistic event relations for complex activity recognition. Inf. Sci. 418 (2017)
Qianru Wang, Li Liu, Shu Wang, Jianzhou Wang, Ming Liu
Predicting Beijing's tertiary industry with an improved grey model. Appl. Soft Comput. 57 (2017)
Ming Liu, Abelardo Pardo, Li Liu
Using Learning Analytics to Support Engagement in Collaborative Writing. Int. J. Distance Educ. Technol. 15 (4) (2017)
Ming Liu, Vasile Rus, Qiang Liao, Li Liu
Encoding and Ranking Similar Chinese Characters. J. Inf. Sci. Eng. 33 (5) (2017)
Ming Liu, Yuqi Wang, Weiwei Xu, Li Liu
Automated Scoring of Chinese Engineering Students' English Essays. Int. J. Distance Educ. Technol. 15 (1) (2017)
Ming Liu, Yi Li, Weiwei Xu, Li Liu
Automated Essay Feedback Generation and Its Impact on Revision. IEEE Trans. Learn. Technol. 10 (4) (2017)
Ming Liu, Vasile Rus, Li Liu
Automatic Chinese Factual Question Generation. IEEE Trans. Learn. Technol. 10 (2) (2017)
Yonggang Lu, Ye Wei, Li Liu, Jun Zhong, Letian Sun, Ye Liu
Towards unsupervised physical activity recognition using smartphone accelerometers. Multim. Tools Appl. 76 (8) (2017)
Aiguo Wang, Guilin Chen, Cuijuan Shang, Miaofei Zhang, Li Liu
Human Activity Recognition in a Smart Home Environment with Stacked Denoising Autoencoders. WAIM Workshops (2016)
Li Liu, Yuxin Peng, Shu Wang, Ming Liu, Zi-Gang Huang
Complex activity recognition using time series pattern dictionary learned from ubiquitous sensors. Inf. Sci. (2016)
Li Liu, Qianru Wang, Jianzhou Wang, Ming Liu
A Rolling Grey Model Optimized by Particle Swarm Optimization in Economic Prediction. Comput. Intell. 32 (3) (2016)
Li Liu, Letian Sun, Shiping Chen, Ming Liu, Jun Zhong
K-PRSCAN: A clustering method based on PageRank. Neurocomputing 175 (2016)
Ye Liu, Liqiang Nie, Li Liu, David S. Rosenblum
From action to activity: Sensor-based activity recognition. Neurocomputing 181 (2016)
Li Liu, Shu Wang, Yuxin Peng, Zi-Gang Huang, Ming Liu, Bin Hu
Mining intricate temporal rules for recognizing complex activities of daily living under uncertainty. Pattern Recognit. 60 (2016)
Li Liu, Xiwei Chen, Ming Liu, Yongpo Jia, Jun Zhong, Rongmin Gao, Yu Zhao
An influence power-based clustering approach with PageRank-like model. Appl. Soft Comput. 40 (2016)
Li Liu, Li Cheng, Ye Liu, Yongpo Jia, David S. Rosenblum
Recognizing Complex Activities by a Probabilistic Interval-Based Model. AAAI (2016)
Ye Wei, Li Liu, Jun Zhong, Yonggang Lu, Letian Sun
Unsupervised Race Walking Recognition Using Smartphone Accelerometers. KSEM (2015)
Li Liu, Zi-Gang Huang, Yuxin Peng, Ming Liu
A Hierarchical Pachinko Allocation Model for Social Sentiment Mining. KSEM (2015)
Li Liu, Yuxin Peng, Ming Liu, Zi-Gang Huang
Sensor-based human activity recognition system with a multilayered model using time series shapelets. Knowl. Based Syst. 90 (2015)
Jun Zhong, Li Liu, Ye Wei, Dashi Luo, Letian Sun, Yonggang Lu
Personalized Activity Recognition Using Molecular Complex Detection Clustering. UIC/ATC/ScalCom (2014)
Letian Sun, Li Liu, Ye Wei, Jun Zhong, Dashi Luo, Ming Liu, Hamed Monkaresi
Apply Autocorrelation and Forward Difference to Measure Vital Signs Using Ordinary Camera. ICSH (2014)
Xiwei Chen, Li Liu, Dashi Luo, Guandong Xu, Yonggang Lu, Ming Liu, Rongmin Gao
A Spectral Clustering Algorithm Based on Hierarchical Method. ADMI (2013)
Li Liu, Dangping Fan, Ming Liu, Guandong Xu, Shiping Chen, Yuan Zhou, Xiwei Chen, Qianru Wang, Yufeng Wei
A MapReduce-Based Parallel Clustering Algorithm for Large Protein-Protein Interaction Networks. ADMA (2012)
Li Liu, Yuan Zhou, Ming Liu, Guandong Xu, Xiwei Chen, Dangping Fan, Qianru Wang
Preemptive Hadoop Jobs Scheduling under a Deadline. SKG (2012)
Bin Hu, Li Liu, Jürg Gutknecht
Ubiquitous affective awareness and intelligent interaction 2011. UbiComp (2011)
Bin Hu, Fang Zheng, Li Liu
Ubiquitous awareness and intelligent solutions lab: Lanzhou University. CSCW (2011)
Jiazao Lin, Xining Li, Yi Yang, Li Liu, Wenqiang Guo, Xin Li, Lian Li
A Context-Aware Recommender System for M-Commerce Applications. AMT (2011)
Wen Zhao, Li Liu, Fang Zheng, Dangping Fan, Xuebin Chen, Yongxia Yang, Qingcui Cai
Investigation into Stress of Mothers with Mental Retardation Children Based on EEG (Electroencephalography) and Psychology Instruments. Brain Informatics (2011)

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Publication Activity (10 Years)

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Li Liu