Shaowu Liu

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 37

Top Topics

Similarity Estimation

Recommender Systems

Top Venues

Publications

Qian Li, Zhichao Wang, Shaowu Liu, Gang Li, Guandong Xu
Causal Optimal Transport for Treatment Effect Estimation. IEEE Trans. Neural Networks Learn. Syst. 34 (8) (2023)
Cuihong Wen, Shaowu Liu, Shuai Liu, Ali Asghar Heidari, Mohammad Hijji, Carmen Zarco, Khan Muhammad
ACSN: Attention capsule sampling network for diagnosing COVID-19 based on chest CT scans. Comput. Biol. Medicine 153 (2023)
Qian Li, Zhichao Wang, Shaowu Liu, Gang Li, Guandong Xu
Deep treatment-adaptive network for causal inference. VLDB J. 31 (5) (2022)
Hongjian Wu, Shaowu Liu, Xinliang Xie, Yicha Zhang, Hanlin Liao, Sihao Deng
A framework for a knowledge based cold spray repairing system. J. Intell. Manuf. 33 (6) (2022)
Yangyang Shu, Qian Li, Chang Xu, Shaowu Liu, Guandong Xu
V-SVR+: Support Vector Regression With Variational Privileged Information. IEEE Trans. Multim. 24 (2022)
Qian Li, Zhichao Wang, Shaowu Liu, Gang Li, Guandong Xu
Deep Treatment-Adaptive Network for Causal Inference. CoRR (2021)
Qian Li, Tri Dung Duong, Zhichao Wang, Shaowu Liu, Dingxian Wang, Guandong Xu
Causal-Aware Generative Imputation for Automated Underwriting. CIKM (2021)
Jun Yin, Qian Li, Shaowu Liu, Zhiang Wu, Guandong Xu
Leveraging multi-level dependency of relational sequences for social spammer detection. Neurocomputing 428 (2021)
Nhi N. Y. Vo, Shaowu Liu, Xitong Li, Guandong Xu
Leveraging unstructured call log data for customer churn prediction. Knowl. Based Syst. 212 (2021)
Md. Rafiqul Islam, Shaowu Liu, Imran Razzak, Muhammad Ashad Kabir, Xianzhi Wang, Peter Tilocca, Guandong Xu
MHIVis: Visual Analytics for Exploring Mental Illness of Policyholders in Life Insurance Industry. BESC (2020)
Rhys Biddle, Aditya Joshi, Shaowu Liu, Cécile Paris, Guandong Xu
Leveraging Sentiment Distributions to Distinguish Figurative From Literal Health Reports on Twitter. WWW (2020)
Jun Yin, Qian Li, Shaowu Liu, Zhiang Wu, Guandong Xu
Leveraging Multi-level Dependency of Relational Sequences for Social Spammer Detection. CoRR (2020)
Yangyang Shu, Qian Li, Shaowu Liu, Guandong Xu
Learning with privileged information for photo aesthetic assessment. Neurocomputing 404 (2020)
Md. Rafiqul Islam, Shaowu Liu, Xianzhi Wang, Guandong Xu
Deep learning for misinformation detection on online social networks: a survey and new perspectives. Soc. Netw. Anal. Min. 10 (1) (2020)
Dhruv Aditya Mittal, Shaowu Liu, Guandong Xu
Electricity Price Forecasting using Convolution and LSTM Models. BESC (2020)
Xiangmeng Wang, Qian Li, Wu Zhang, Guandong Xu, Shaowu Liu, Wenhao Zhu
Joint Relational Dependency Learning for Sequential Recommendation. PAKDD (1) (2020)
Guandong Xu, Tri Dung Duong, Qian Li, Shaowu Liu, Xianzhi Wang
Causality Learning: A New Perspective for Interpretable Machine Learning. CoRR (2020)
Ziqi Yan, Qiong Wu, Meng Ren, Jiqiang Liu, Shaowu Liu, Shuo Qiu
Locally private Jaccard similarity estimation. Concurr. Comput. Pract. Exp. 31 (24) (2019)
Zili Zhou, Shaowu Liu, Guandong Xu, Wu Zhang
On Completing Sparse Knowledge Base with Transitive Relation Embedding. AAAI (2019)
Nhi N. Y. Vo, Xuezhong He, Shaowu Liu, Guandong Xu
Deep learning for decision making and the optimization of socially responsible investments and portfolio. Decis. Support Syst. 124 (2019)
Ming Zhao, Yangyang Shu, Shaowu Liu, Guandong Xu
Electricity Price Forecast using Meteorology data: A study in Australian Energy Market. BESC (2019)
Jun Yin, Shaowu Liu, Qian Li, Guandong Xu
Prediction and Analysis of Rumour's Impact on Social Media. BESC (2019)
Ziqi Yan, Jiqiang Liu, Shaowu Liu
DPWeVote: differentially private weighted voting protocol for cloud-based decision-making. Enterp. Inf. Syst. 13 (2) (2019)
Jun Yin, Zili Zhou, Shaowu Liu, Zhiang Wu, Guandong Xu
Social Spammer Detection: A Multi-Relational Embedding Approach. PAKDD (1) (2018)
Nhi N. Y. Vo, Shaowu Liu, Xuezhong He, Guandong Xu
Multimodal Mixture Density Boosting Network for Personality Mining. PAKDD (1) (2018)
Zili Zhou, Shaowu Liu, Guandong Xu, Xing Xie, Jun Yin, Yidong Li, Wu Zhang
Knowledge-Based Recommendation with Hierarchical Collaborative Embedding. PAKDD (2) (2018)
Rhys Biddle, Shaowu Liu, Guandong Xu
Semi-Supervised Soft K-Means Clustering of Life Insurance Questionnaire Responses. BESC (2018)
Rhys Biddle, Shaowu Liu, Peter Tilocca, Guandong Xu
Automated Underwriting in Life Insurance: Predictions and Optimisation. ADC (2018)
Nhi N. Y. Vo, Shaowu Liu, James Brownlow, Charles Chu, Ben Culbert, Guandong Xu
Client Churn Prediction with Call Log Analysis. DASFAA (2) (2018)
Dali Zhu, Na Pang, Gang Li, Shaowu Liu
NotiFi: A ubiquitous WiFi-based abnormal activity detection system. IJCNN (2017)
Shaowu Liu, Guandong Xu, Xiao Zhu, Zili Zhou
Towards simplified insurance application via sparse questionnaire optimization. BESC (2017)
Zili Zhou, Guandong Xu, Xiao Zhu, Shaowu Liu
Latent factor analysis for low-dimensional implicit preference prediction. BESC (2017)
Shaowu Liu, Na Pang, Guandong Xu, Huan Liu
Collaborative Filtering via Different Preference Structures. KSEM (2017)
Na Pang, Dali Zhu, Gang Li, Shaowu Liu
WarnFi: Non-invasive wifi-based abnormal activity sensing using non-parametric model. MILCOM (2017)
Shaowu Liu, Gang Li, Truyen Tran, Yuan Jiang
Erratum to: Preference Relation-based Markov Random Fields for Recommender Systems. Mach. Learn. 106 (4) (2017)
Shaowu Liu, Gang Li, Truyen Tran, Yuan Jiang
Preference Relation-based Markov Random Fields for Recommender Systems. Mach. Learn. 106 (4) (2017)
Dali Zhu, Na Pang, Gang Li, Shaowu Liu
WiseFi: Activity Localization and Recognition on Commodity Off-the-Shelf WiFi Devices. HPCC/SmartCity/DSS (2016)
Shaowu Liu, Gang Li, Truyen Tran, Yuan Jiang
Preference Relation-based Markov Random Fields for Recommender Systems. ACML (2015)
Shaowu Liu, Truyen Tran, Gang Li
Ordinal Random Fields for Recommender Systems. ACML (2014)
Veelasha Moonsamy, Jia Rong, Shaowu Liu
Mining permission patterns for contrasting clean and malicious android applications. Future Gener. Comput. Syst. 36 (2014)
Veelasha Moonsamy, Jia Rong, Shaowu Liu, Gang Li, Lynn Margaret Batten
Contrasting Permission Patterns between Clean and Malicious Android Applications. SecureComm (2013)
Shaowu Liu, Jiyong Wei, Shouwei Wang
Efficiently Identifying Duplicated Chinese Company Names in Large-Scale Registration Database. ADMA (2012)
Huy Quan Vu, Gang Li, Nadezda Sukhorukova, Gleb Beliakov, Shaowu Liu, Carole Philippe, Hélène Amiel, Adrien Ugon
K-Complex Detection Using a Hybrid-Synergic Machine Learning Method. IEEE Trans. Syst. Man Cybern. Part C 42 (6) (2012)
Huy Quan Vu, Shaowu Liu, Xinghua Yang, Zhi Li, Yongli Ren
Identifying Microphone from Noisy Recordings by Using Representative Instance One Class-Classification Approach. J. Networks 7 (6) (2012)