Fang Liu

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 12

Top Topics

Differential Privacy

Generalized Gaussian

Undirected Graphical Models

Differentially Private

Top Venues

IEEE Trans. Mob. Comput.

Publications

Fang Liu, Zhongli Zhou, Ju Wu, Yi Liu
Location Selection for Dry Hot Rock Exploration Based on Large-Scale Group Decision-Making with Three-way Decision. Int. J. Fuzzy Syst. 26 (5) (2024)
Fang Liu, Xingyuan Zhao
Disclosure Risk From Homogeneity Attack in Differentially Privately Sanitized Frequency Distribution. IEEE Trans. Dependable Secur. Comput. 20 (5) (2023)
Fang Liu, Dong Wang, Zhengquan Xu
Privacy-Preserving Travel Time Prediction With Uncertainty Using GPS Trace Data. IEEE Trans. Mob. Comput. 22 (1) (2023)
Yu Wang, Fang Liu, Daniele E. Schiavazzi
Variational inference with NoFAS: Normalizing flow with adaptive surrogate for computationally expensive models. J. Comput. Phys. 467 (2022)
Evercita C. Eugenio, Fang Liu
Regularization. SAI (3) (2021)
Yinan Li, Fang Liu
Continuous-Time Markov-Switching GARCH Process with Robust State Path Identification and Volatility Estimation. ECML/PKDD (1) (2021)
Yinan Li, Fang Liu
Adaptive Gaussian Noise Injection Regularization for Neural Networks. ISNN (2020)
Fang Liu
Generalized Gaussian Mechanism for Differential Privacy. IEEE Trans. Knowl. Data Eng. 31 (4) (2019)
Fang Liu
Statistical Properties of Sanitized Results from Differentially Private Laplace Mechanism with Univariate Bounding Constraints. Trans. Data Priv. 12 (3) (2019)
Yinan Li, Xiao Liu, Fang Liu
Panda: AdaPtive Noisy Data Augmentation for Regularization of Undirected Graphical Models. CoRR (2018)
Evercita C. Eugenio, Fang Liu
CIPHER: Construction of dIfferentially Private microdata from low-dimensional Histograms via solving linear Equations with Tikhonov Regularization. CoRR (2018)
Fang Liu
Noninformative Bounding in Differential Privacy and Its Impact on Statistical Properties of Sanitized Results in Truncated and Boundary-Inflated-Truncated Laplace Mechanisms. CoRR (2016)
Fang Liu, Qing Li
Exact sequential test of equivalence hypothesis based on bivariate non-central t-statistics. Comput. Stat. Data Anal. 77 (2014)