Bin Liu

According to our database, Bin Liu authored at least 25 papers between 2011 and 2024.

Collaborative distances:

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

2024

FADS: Fourier-Augmentation Based Data-Shunting for Few-Shot Classification.

Shuai Shao, Yan Wang, Bin Liu, Weifeng Liu, Yanjiang Wang, Baodi Liu

IEEE Trans. Circuits Syst. Video Technol., February, 2024

2021

Robust Dynamic Multi-Modal Data Fusion: A Model Uncertainty Perspective.

Bin Liu

IEEE Signal Process. Lett., 2021

2020

A Survey on Trust Modeling from a Bayesian Perspective.

Bin Liu

Wirel. Pers. Commun., 2020

Sequential online prediction in the presence of outliers and change points: An instant temporal structure learning approach.

Bin Liu, Yu Qi, Ke-Jia Chen

Neurocomputing, 2020

Data-Driven Model Set Design for Model Averaged Particle Filter.

Bin Liu

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Harnessing Low-Fidelity Data to Accelerate Bayesian Optimization via Posterior Regularization.

Bin Liu

Proceedings of the 2020 IEEE International Conference on Big Data and Smart Computing, 2020

2019

On relationship formation in heterogeneous information networks: An inferring method based on multilabel learning.

Ke-Jia Chen, Hao Lu, Yun Li, Bin Liu

Stat. Anal. Data Min., 2019

2018

A Very Brief and Critical Discussion on AutoML.

Bin Liu

CoRR, 2018

A Particle Filter based Multi-Objective Optimization Algorithm: PFOPS.

Bin Liu, Yaochu Jin

CoRR, 2018

Particle Filtering Methods for Stochastic Optimization with Application to Large-Scale Empirical Risk Minimization.

Bin Liu

CoRR, 2018

ILAPF: Incremental Learning Assisted Particle Filtering.

Bin Liu

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Posterior exploration based sequential Monte Carlo for global optimization.

Bin Liu

J. Glob. Optim., 2017

iTrace: An Implicit Trust Inference Method for Trust-aware Collaborative Filtering.

Xu He, Bin Liu, Ke-Jia Chen

CoRR, 2017

Online Fault-Tolerant Dynamic Event Region Detection in Sensor Networks via Trust Model.

Jiejie Wang, Bin Liu

Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017

Maximum Likelihood Estimation Based on Random Subspace EDA: Application to Extrasolar Planet Detection.

Bin Liu, Ke-Jia Chen

Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017

A relation prediction method based on PU learning.

Gao-Jing Peng, Ke-Jia Chen, Shijun Xue, Bin Liu

Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017

Robust particle filter by dynamic averaging of multiple noise models.

Bin Liu

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

On Link Formation in Heterogeneous Information Networks: A View Based on Multi-Label Learning.

Ke-Jia Chen, Shijun Xue, Yun Li, Bin Liu

Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

2016

Dynamic Secure Interconnection for Security Enhancement in Cloud Computing.

Liwen He, Feiyi Huang, Jie Zhang, Bin Liu, Chunling Chen, Zonghua Zhang, Yang Yang, Weifeng Lu

Int. J. Comput. Commun. Control, 2016

Particle Filter Optimization: A Brief Introduction.

Bin Liu, Shi Cheng, Yuhui Shi

Proceedings of the Advances in Swarm Intelligence, 7th International Conference, 2016

Evolutionary Computation and Big Data: Key Challenges and Future Directions.

Shi Cheng, Bin Liu, Yuhui Shi, Yaochu Jin, Bin Li

Proceedings of the Data Mining and Big Data, First International Conference, 2016

2015

Persymmetric adaptive detection and range estimation of a small target.

Chengpeng Hao, Saeed Gazor, Goffredo Foglia, Bin Liu, Chaohuan Hou

IEEE Trans. Aerosp. Electron. Syst., 2015

Probabilistic Trust Evaluation with Inaccurate Reputation Reports.

Bin Liu, Geng Yang

Int. J. Distributed Sens. Networks, 2015

Toward reliable data analysis for Internet of Things by Bayesian dynamic modeling and computation.

Bin Liu, Zhenfeng Xu, Junjie Chen, Geng Yang

Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015

2011

Instantaneous Frequency Tracking under Model Uncertainty via Dynamic Model Averaging and Particle Filtering.

Bin Liu

IEEE Trans. Wirel. Commun., 2011