Xiuming Liu

According to our database, Xiuming Liu authored at least 12 papers between 2016 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Secure Information Fusion using Local Posterior for Distributed Cyber-Physical Systems.

Xiuming Liu, Edith Cheuk-Han Ngai, Jiangchuan Liu

IEEE Trans. Mob. Comput., 2021

Scalable Belief Updating for Urban Air Quality Modeling and Prediction.

Xiuming Liu, Edith C. H. Ngai, Dave Zachariah

Trans. Data Sci., 2021

2020

Statistical Data Analysis for Internet-of-Things: Scalability, Reliability, and Robustness.

Xiuming Liu

PhD thesis, 2020

Robust Prediction When Features are Missing.

Xiuming Liu, Dave Zachariah, Petre Stoica

IEEE Signal Process. Lett., 2020

Approximate Gaussian Process Regression and Performance Analysis Using Composite Likelihood.

Xiuming Liu, Dave Zachariah, Edith C. H. Ngai

Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020

2019

Distributed Machine Learning for Internet-of-Things in Smart Cities.

Xiuming Liu, Edith C. H. Ngai

Proceedings of the IEEE International Conference on Industrial Internet, 2019

Gaussian Process Learning for Distributed Sensor Networks under False Data Injection Attacks.

Xiuming Liu, Edith Cheuk-Han Ngai

Proceedings of the 2019 IEEE Conference on Dependable and Secure Computing, 2019

2018

Robust Semi-Supervised Learning when Labels are Missing at Random.

Xiuming Liu, Dave Zachariah, Johan Wågberg

CoRR, 2018

Spatio-Temporal Aware Collaborative Mobile Sensing with Online Multi-Hop Calibration.

Teng Xi, Wendong Wang, Edith C. H. Ngai, Xiuming Liu

Proceedings of the Nineteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2018

2017

Path planning for aerial sensor networks with connectivity constraints.

Xiuming Liu, Teng Xi, Edith C. H. Ngai, Wendong Wang

Proceedings of the IEEE International Conference on Communications, 2017

Poster: Cloud-Based Data Fusion in GreenIoT for Smart Cities.

Xiuming Liu, Abdul Rahman Khankan, Mohamad Alsioufi, Zhitao He, Edith C. H. Ngai

Proceedings of the 2017 International Conference on Embedded Wireless Systems and Networks, 2017

2016

Data Modelling with Gaussian Process in Sensor Networks for Urban Environmental Monitoring.

Xiuming Liu, Teng Xi, Edith C. H. Ngai

Proceedings of the 24th IEEE International Symposium on Modeling, 2016