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ORCIDFang Liu 0006
Person information
- affiliation: University of Notre Dame, Department of Applied and Computational Mathematics and Statistics, IN, USA
Other persons with the same name
- Fang Liu — disambiguation page
- Fang Liu 0001
![[0000-0002-5669-9354]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-5669-9354")
— Xidian University, Key Laboratory of Intelligent Perception and Image Understanding, Xi'an, China - Fang Liu 0002 — HuNan University, School of Design, Changsha, China (and 2 more)
- Fang Liu 0003 — Anhui University, College of Electrical Engineering and Automation, Hefei, China (and 1 more)
- Fang Liu 0004 — Shenyang Ligong University, School of Information Science and Engineering, China
- Fang Liu 0005 — University of Wisconsin at Madison, Department of Radiology, WI, USA
- Fang Liu 0007 — National Library of Medicine, Bethesda, MD, USA
- Fang Liu 0008 — Nanyang Technological University, Nanyang Business School, Singapore (and 1 more)
- Fang Liu 0009 — Nanyang Technological University, School of Computer Science and Engineering, Singapore
- Fang Liu 0010 — Zhejiang University, Institute of Microelectronics and Optoelectronics, China
- Fang Liu 0011 — Shenzhen Huazhong University of Science and Technology Research Institute, Shenzhen, China (and 1 more)
- Fang Liu 0012 — Tianjin University, School of Electrical and Information Engineering, Key Laboratory of Smart Grid of MoE, China
- Fang Liu 0013 — Zhejiang University of Finance and Economics, School of Accounting, Hangzhou, China
- Fang Liu 0014 — Central South University, School of Automation, Changsha, China
- Fang Liu 0015 — Shenyang Ligong University, College of Science, Shenyang, China
- Fang Liu 0016 — Beijing University of Posts and Telecommunications, School of Electronic Engineering, Beijing, China
- Fang Liu 0017 — Guangxi University, School of Mathematics and Information Science, Nanning, China (and 1 more)
- Fang Liu 0018 — University of Reading, School of Psychology and Clinical Language Sciences, Reading, UK (and 2 more)
- Fang Liu 0019 — Microsoft, Redmond, WA, USA (and 1 more)
- Fang Liu 0020 — Ohio State University, Department of Electrical and Computer Engineering, Columbus, OH, USA
- Fang Liu 0021 — Changsha University of Science and Technology, School of Transportation Engineering, Changsha, China (and 1 more)
- Fang Liu 0022 — Chinese University of Hong Kong, Department of Information Engineering, Hong Kong
- Fang Liu 0023 — Huanghuai University, School of Information Engineering, Henan International Joint Laboratory of Behavior Optimization Control for Smart Robots, Zhumadian, China (and 1 more)
- Fang Liu 0024 — City University of Hong Kong, Department of Electronic Engineering, Hong Kong
- Fang Liu 0025 — University of Texas - Pan American, Department of Computer Science, Edinburg, TX, USA (and 1 more)
- Fang Liu 0026 — Beijing University of Posts and Telecommunications, School of Information and Communication Engineering, Beijing Key Laboratory of Network System Architecture and Convergence, Beijing, China
- Fang Liu 0027 — Massachusetts Institute of Technology, Media Laboratory, Cambridge, MA, USA
- Fang (Cherry) Liu (aka: Fang Liu 0028) — Georgia Institute of Technology, Partnership for An Advanced Computing Environment, Atlanta, GA, USA (and 2 more)
- Fang Liu 0029 — Duke University, Department of Electrical & Computer Engineering, Durham, NC, USA
- Fang Liu 0030 — Guangdong University of Finance and Economics, School of Internet Finance and Information Engineering, Guangzhou, China (and 1 more)
- Fang Liu 0031 — Wuhan University, School of Computer Science, China (and 1 more)
- Fang Liu 0032 — Peking University, Key Lab of High Confidence Software Technology, School of Computer Science, Beijing, China
- Fang Liu 0033 — Dalian University of Technology, School of Computer Science and Technology, China
- Fang Liu 0034 — Nanjing University of Science and Technology, China (and 1 more)
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Journal Articles
- 2024
[j18]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): 1604-1617 (2024)- [j17]Yu Wang, Emma R. Cobian, Jubilee Lee, Fang Liu, Jonathan D. Hauenstein, Daniele E. Schiavazzi:
LINFA: a Python library for variational inference with normalizing flow and annealing. J. Open Source Softw. 9(96): 6309 (2024) - 2023
- [j16]Ju Wu, Hao Gong, Fang Liu, Yi Liu:
Risk Assessment of Open-Pit Slope Based on Large-Scale Group Decision-Making Method Considering Non-Cooperative Behavior. Int. J. Fuzzy Syst. 25(1): 245-263 (2023) - [j15]Yi Liu, Ya Qin, Fang Liu, Yuan Rong:
GIBWM-MABAC approach for MAGDM under multi-granularity intuitionistic 2-tuple linguistic information model. J. Ambient Intell. Humaniz. Comput. 14(4): 3405-3421 (2023) - [j14]Fang Liu, Xingyuan Zhao:
Disclosure Risk From Homogeneity Attack in Differentially Privately Sanitized Frequency Distribution. IEEE Trans. Dependable Secur. Comput. 20(5): 3927-3939 (2023) - [j13]Fang Liu, Dong Wang, Zhengquan Xu:
Privacy-Preserving Travel Time Prediction With Uncertainty Using GPS Trace Data. IEEE Trans. Mob. Comput. 22(1): 417-428 (2023) - 2022
- [j12]Yu Wang, Fang Liu, Daniele E. Schiavazzi:
Variational inference with NoFAS: Normalizing flow with adaptive surrogate for computationally expensive models. J. Comput. Phys. 467: 111454 (2022) - 2021
- [j11]Lei Xu, Yi Liu, Fang Liu:
Improved MABAC method based on single-valued neutrosophic 2-tuple linguistic sets and Frank aggregation operators for MAGDM. Comput. Appl. Math. 40(8) (2021) - [j10]Hongjuan Wang, Yi Liu, Fang Liu, Jun Lin:
Multiple Attribute Decision-Making Method Based upon Intuitionistic Fuzzy Partitioned Dual Maclaurin Symmetric Mean Operators. Int. J. Comput. Intell. Syst. 14(1): 154 (2021) - [j9]Fang Liu, Yi Liu, Saleem Abdullah:
Three-way decisions with decision-theoretic rough sets based on covering-based q-rung orthopair fuzzy rough set model. J. Intell. Fuzzy Syst. 40(5): 9765-9785 (2021) - [j8]Fang Liu, Tianrui Li, Ju Wu, Yi Liu:
Modification of the BWM and MABAC method for MAGDM based on q-rung orthopair fuzzy rough numbers. Int. J. Mach. Learn. Cybern. 12(9): 2693-2715 (2021) - 2019
- [j7]Fang Liu:
Statistical Properties of Sanitized Results from Differentially Private Laplace Mechanism with Univariate Bounding Constraints. Trans. Data Priv. 12(3): 169-195 (2019) - [j6]Fang Liu:
Generalized Gaussian Mechanism for Differential Privacy. IEEE Trans. Knowl. Data Eng. 31(4): 747-756 (2019) - 2016
- [j5]Fang Liu, Tianrui Li:
基于边界域的不完备信息系统属性约简方法 (Method for Attribute Reduction Based on Rough Sets Boundary Regions). 计算机科学 43(3): 242-245 (2016) - [j4]Fang Liu, Tianrui Li:
一种基于概率粗糙集的属性约简加速算法 (Accelerated Attribute Reduction Algorithm Based on Probabilistic Rough Sets). 计算机科学 43(12): 63-70 (2016) - 2015
- [j3]Fang Liu, Yunchuan Kong:
zoib: An R Package for Bayesian Inference for Beta Regression and Zero/One Inflated Beta Regression. R J. 7(2): 34 (2015) - 2014
- [j2]Fang Liu, Qing Li:
Exact sequential test of equivalence hypothesis based on bivariate non-central t-statistics. Comput. Stat. Data Anal. 77: 14-24 (2014) - [j1]Fang Liu:
gset: An R Package for Exact Sequential Test of Equivalence Hypothesis Based on Bivariate Non-Central t-Statistics. R J. 6(2): 174 (2014)
Conference and Workshop Papers
- 2022
- [c10]Fang Liu, Xingyuan Zhao:
Disclosure Risk from Homogeneity Attack in Differentially Private Release of Frequency Distribution. CODASPY 2022: 343-345 - [c9]Xingyuan Zhao, Fang Liu:
A New Bound for Privacy Loss from Bayesian Posterior Sampling. CODASPY 2022: 346-348 - [c8]Yu Wang, Fang Liu:
Efficient Reinforcement Learning from Demonstration Using Local Ensemble and Reparameterization with Split and Merge of Expert Policies. COMPSAC 2022: 38-47 - [c7]Yinan Li, Fang Liu:
Adaptive Noisy Data Augmentation for Regularized Estimation and Inference of Generalized Linear Models. COMPSAC 2022: 311-320 - [c6]Yinan Li, Fang Liu:
Noise-Augmented Privacy-Preserving Empirical Risk Minimization with Dual-Purpose Regularizer and Privacy Budget Retrieval and Recycling. SAI (3) 2022: 660-681 - 2021
- [c5]Yinan Li, Fang Liu, Xiao Liu:
Adaptive Noisy Data Augmentation for Regularized Construction of Undirected Graphical Models. DSAA 2021: 1-10 - [c4]Yinan Li, Fang Liu:
Continuous-Time Markov-Switching GARCH Process with Robust State Path Identification and Volatility Estimation. ECML/PKDD (1) 2021: 370-387 - [c3]Evercita C. Eugenio, Fang Liu:
Construction of Differentially Private Empirical Distributions from a Low-Order Marginals Set Through Solving Linear Equations with l2 Regularization. SAI (3) 2021: 949-966 - 2020
- [c2]Fang Liu, Evercita C. Eugenio, Ick-Hoon Jin, Claire Bowen:
Differentially Private Generation of Social Networks via Exponential Random Graph Models. COMPSAC 2020: 1695-1700 - [c1]Yinan Li, Fang Liu:
Adaptive Gaussian Noise Injection Regularization for Neural Networks. ISNN 2020: 176-189
Informal and Other Publications
- 2023
- [i8]Bingyue Su, Yu Wang, Daniele E. Schiavazzi, Fang Liu:
Differentially Private Normalizing Flows for Density Estimation, Data Synthesis, and Variational Inference with Application to Electronic Health Records. CoRR abs/2302.05787 (2023) - [i7]Yu Wang, Emma R. Cobian, Jubilee Lee, Fang Liu, Jonathan D. Hauenstein, Daniele E. Schiavazzi:
LINFA: a Python library for variational inference with normalizing flow and annealing. CoRR abs/2307.04675 (2023) - 2022
- [i6]Emma R. Cobian, Jonathan D. Hauenstein, Fang Liu, Daniele E. Schiavazzi:
AdaAnn: Adaptive Annealing Scheduler for Probability Density Approximation. CoRR abs/2202.00792 (2022) - [i5]Yu Wang, Fang Liu:
Efficient Reinforcement Learning from Demonstration Using Local Ensemble and Reparameterization with Split and Merge of Expert Policies. CoRR abs/2205.11019 (2022) - 2021
- [i4]Yu Wang, Fang Liu, Daniele E. Schiavazzi:
Variational Inference with NoFAS: Normalizing Flow with Adaptive Surrogate for Computationally Expensive Models. CoRR abs/2108.12657 (2021) - 2018
- [i3]Yinan Li, Xiao Liu, Fang Liu:
Panda: AdaPtive Noisy Data Augmentation for Regularization of Undirected Graphical Models. CoRR abs/1810.04851 (2018) - [i2]Evercita C. Eugenio, Fang Liu:
CIPHER: Construction of dIfferentially Private microdata from low-dimensional Histograms via solving linear Equations with Tikhonov Regularization. CoRR abs/1812.05671 (2018) - 2016
- [i1]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 abs/1607.08554 (2016)
Coauthor Index
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