Xiuming Liu

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 12

Top Topics

Sensor Networks

Environmental Monitoring

Labeled Samples

Top Venues

IEEE Signal Process. Lett.

Publications

Xiuming Liu, Edith C. H. Ngai, Dave Zachariah
Scalable Belief Updating for Urban Air Quality Modeling and Prediction. Trans. Data Sci. 2 (1) (2021)
Xiuming Liu, Edith Cheuk-Han Ngai, Jiangchuan Liu
Secure Information Fusion using Local Posterior for Distributed Cyber-Physical Systems. IEEE Trans. Mob. Comput. 20 (5) (2021)
Xiuming Liu, Dave Zachariah, Edith C. H. Ngai
Approximate Gaussian Process Regression and Performance Analysis Using Composite Likelihood. MLSP (2020)
Xiuming Liu, Dave Zachariah, Petre Stoica
Robust Prediction When Features are Missing. IEEE Signal Process. Lett. 27 (2020)
Xiuming Liu, Edith C. H. Ngai
Distributed Machine Learning for Internet-of-Things in Smart Cities. ICII (2019)
Xiuming Liu, Edith Cheuk-Han Ngai
Gaussian Process Learning for Distributed Sensor Networks under False Data Injection Attacks. DSC (2019)
Xiuming Liu, Dave Zachariah, Petre Stoica
Robust Prediction when Features are Missing. CoRR (2019)
Teng Xi, Wendong Wang, Edith C. H. Ngai, Xiuming Liu
Spatio-Temporal Aware Collaborative Mobile Sensing with Online Multi-Hop Calibration. MobiHoc (2018)
Xiuming Liu, Dave Zachariah, Johan Wågberg
Robust Semi-Supervised Learning when Labels are Missing at Random. CoRR (2018)
Xiuming Liu, Abdul Rahman Khankan, Mohamad Alsioufi, Zhitao He, Edith C. H. Ngai
Poster: Cloud-Based Data Fusion in GreenIoT for Smart Cities. EWSN (2017)
Xiuming Liu, Teng Xi, Edith C. H. Ngai, Wendong Wang
Path planning for aerial sensor networks with connectivity constraints. ICC (2017)
Xiuming Liu, Teng Xi, Edith C. H. Ngai
Data Modelling with Gaussian Process in Sensor Networks for Urban Environmental Monitoring. MASCOTS (2016)