Bin Liu

Orcid: 0000-0002-1677-2772

Affiliations:

Nanjing University of Posts and Telecommunications, School of Computer Science and Technology, China

According to our database¹, Bin Liu authored at least 27 papers between 2011 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2025

Annealed adaptive importance sampling method in PINNs for solving high dimensional partial differential equations.

[BibT_eX]

[DOI]

Zhengqi Zhang

Jing Li

Bin Liu

J. Comput. Phys., 2025

2024

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

[BibT_eX]

[DOI]

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

Collaborative Consortium of Foundation Models for Open-World Few-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2021

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

[BibT_eX]

[DOI]

Bin Liu

IEEE Signal Process. Lett., 2021

2020

A Survey on Trust Modeling from a Bayesian Perspective.

[BibT_eX]

[DOI]

Bin Liu

Wirel. Pers. Commun., 2020

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

[BibT_eX]

[DOI]

Bin Liu

Yu Qi

Ke-Jia Chen

Neurocomputing, 2020

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

[BibT_eX]

[DOI]

Bin Liu

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Stat. Anal. Data Min., 2019

2018

A Very Brief and Critical Discussion on AutoML.

[BibT_eX]

[DOI]

Bin Liu

CoRR, 2018

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

[BibT_eX]

[DOI]

Bin Liu

Yaochu Jin

CoRR, 2018

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

[BibT_eX]

[DOI]

Bin Liu

CoRR, 2018

ILAPF: Incremental Learning Assisted Particle Filtering.

[BibT_eX]

[DOI]

Bin Liu

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Posterior exploration based sequential Monte Carlo for global optimization.

[BibT_eX]

[DOI]

Bin Liu

J. Glob. Optim., 2017

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

[BibT_eX]

[DOI]

Xu He

Bin Liu

Ke-Jia Chen

CoRR, 2017

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Bin Liu

Ke-Jia Chen

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

A relation prediction method based on PU learning.

[BibT_eX]

[DOI]

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

Robust particle filter by dynamic averaging of multiple noise models.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Int. J. Comput. Commun. Control, 2016

Particle Filter Optimization: A Brief Introduction.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

2015

Persymmetric adaptive detection and range estimation of a small target.

[BibT_eX]

[DOI]

IEEE Trans. Aerosp. Electron. Syst., 2015

Probabilistic Trust Evaluation with Inaccurate Reputation Reports.

[BibT_eX]

[DOI]

Bin Liu

Geng Yang

Int. J. Distributed Sens. Networks, 2015

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Bin Liu

IEEE Trans. Wirel. Commun., 2011

Bin Liu

Timeline

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