Bin Liu

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 20

Top Topics

Particle Filter

Sequential Monte Carlo

Top Venues

IEEE Signal Process. Lett.

IEEE Trans. Circuits Syst. Video Technol.

Publications

Shuai Shao, Yan Wang, Bin Liu, Weifeng Liu, Yanjiang Wang, Baodi Liu
FADS: Fourier-Augmentation Based Data-Shunting for Few-Shot Classification. IEEE Trans. Circuits Syst. Video Technol. 34 (2) (2024)
Bin Liu
Robust Dynamic Multi-Modal Data Fusion: A Model Uncertainty Perspective. CoRR (2021)
Bin Liu
Robust Dynamic Multi-Modal Data Fusion: A Model Uncertainty Perspective. IEEE Signal Process. Lett. 28 (2021)
Bin Liu
Data-Driven Model Set Design for Model Averaged Particle Filter. ICASSP (2020)
Bin Liu
Harnessing Low-Fidelity Data to Accelerate Bayesian Optimization via Posterior Regularization. BigComp (2020)
Bin Liu, Yu Qi, Ke-Jia Chen
Sequential online prediction in the presence of outliers and change points: An instant temporal structure learning approach. Neurocomputing 413 (2020)
Bin Liu
A Survey on Trust Modeling from a Bayesian Perspective. Wirel. Pers. Commun. 112 (2) (2020)
Bin Liu
Harnessing Low-Fidelity Data to Accelerate Bayesian Optimization via Posterior Regularization. CoRR (2019)
Bin Liu
A Survey on Trust Modeling from a Bayesian Perspective. CoRR (2018)
Bin Liu
Particle Filtering Methods for Stochastic Optimization with Application to Large-Scale Empirical Risk Minimization. CoRR (2018)
Bin Liu
A Very Brief and Critical Discussion on AutoML. CoRR (2018)
Bin Liu
ILAPF: Incremental Learning Assisted Particle Filtering. ICASSP (2018)
Bin Liu, Ke-Jia Chen
Maximum Likelihood Estimation Based on Random Subspace EDA: Application to Extrasolar Planet Detection. SEAL (2017)
Ke-Jia Chen, Shijun Xue, Yun Li, Bin Liu
On Link Formation in Heterogeneous Information Networks: A View Based on Multi-Label Learning. ASONAM (2017)
Jiejie Wang, Bin Liu
Online Fault-Tolerant Dynamic Event Region Detection in Sensor Networks via Trust Model. WCNC (2017)
Bin Liu
Posterior exploration based sequential Monte Carlo for global optimization. J. Glob. Optim. 69 (4) (2017)
Bin Liu
Robust particle filter by dynamic averaging of multiple noise models. ICASSP (2017)
Liwen He, Feiyi Huang, Jie Zhang, Bin Liu, Chunling Chen, Zonghua Zhang, Yang Yang, Weifeng Lu
Dynamic Secure Interconnection for Security Enhancement in Cloud Computing. Int. J. Comput. Commun. Control 11 (3) (2016)
Bin Liu, Shi Cheng, Yuhui Shi
Particle Filter Optimization: A Brief Introduction. ICSI (1) (2016)
Jiejie Wang, Bin Liu
Online Fault-Tolerant Dynamic Event Region Detection in Sensor Networks via Trust Model. CoRR (2016)
Bin Liu, Zhenfeng Xu, Junjie Chen, Geng Yang
Toward reliable data analysis for Internet of Things by Bayesian dynamic modeling and computation. ChinaSIP (2015)
Bin Liu, Geng Yang
Probabilistic Trust Evaluation with Inaccurate Reputation Reports. Int. J. Distributed Sens. Networks 11 (2015)
Chengpeng Hao, Saeed Gazor, Goffredo Foglia, Bin Liu, Chaohuan Hou
Persymmetric adaptive detection and range estimation of a small target. IEEE Trans. Aerosp. Electron. Syst. 51 (4) (2015)
Bin Liu
Instantaneous Frequency Tracking under Model Uncertainty via Dynamic Model Averaging and Particle Filtering. IEEE Trans. Wirel. Commun. 10 (6) (2011)