Instantaneous Frequency Tracking under Model Uncertainty via Dynamic Model Averaging and Particle Filtering. - Bin Liu 021 (IEEE Trans. Wirel. Commun., 2011)

Toward reliable data analysis for Internet of Things by Bayesian dynamic modeling and computation. - Bin Liu 021; Zhenfeng Xu; Junjie Chen; Geng Yang (ChinaSIP, 2015)

Probabilistic Trust Evaluation with Inaccurate Reputation Reports. - Bin Liu 021; Geng Yang (Int. J. Distributed Sens. Networks, 2015)

Persymmetric adaptive detection and range estimation of a small target. - Chengpeng Hao; Saeed Gazor; Goffredo Foglia; Bin Liu 021; Chaohuan Hou (IEEE Trans. Aerosp. Electron. Syst., 2015)

Evolutionary Computation and Big Data: Key Challenges and Future Directions. - Shi Cheng; Bin Liu 021; Yuhui Shi 001; Yaochu Jin; Bin Li 025 (DMBD, 2016)

Particle Filter Optimization: A Brief Introduction. - Bin Liu 021; Shi Cheng; Yuhui Shi 001 (ICSI (1), 2016)

Student's t Distribution based Estimation of Distribution Algorithms for Derivative-free Global Optimization. - Bin Liu 021; Shi Cheng; Yuhui Shi 001 (CoRR, 2016)

Dynamic Secure Interconnection for Security Enhancement in Cloud Computing. - Liwen He; Feiyi Huang; Jie Zhang; Bin Liu 021; Chunling Chen; Zonghua Zhang; Yang Yang 001; Weifeng Lu (Int. J. Comput. Commun. Control, 2016)

On Link Formation in Heterogeneous Information Networks: A View Based on Multi-Label Learning. - Ke-Jia Chen 001; Shijun Xue; Yun Li 009; Bin Liu 021 (ASONAM, 2017)

Robust particle filter by dynamic averaging of multiple noise models. - Bin Liu 021 (ICASSP, 2017)

A relation prediction method based on PU learning. - Gao-Jing Peng; Ke-Jia Chen 001; Shijun Xue; Bin Liu 021 (ISKE, 2017)

Maximum Likelihood Estimation Based on Random Subspace EDA: Application to Extrasolar Planet Detection. - Bin Liu 021; Ke-Jia Chen 001 (SEAL, 2017)

Online Fault-Tolerant Dynamic Event Region Detection in Sensor Networks via Trust Model. - Jiejie Wang; Bin Liu 021 (WCNC, 2017)

iTrace: An Implicit Trust Inference Method for Trust-aware Collaborative Filtering. - Xu He; Bin Liu 021; Ke-Jia Chen 001 (CoRR, 2017)

Posterior exploration based sequential Monte Carlo for global optimization. - Bin Liu 021 (J. Glob. Optim., 2017)

Improving estimation of distribution algorithms with heavy-tailed student's t distributions. - Bin Liu 021; Shi Cheng; Yuhui Shi 001 (ICACI, 2018)

ILAPF: Incremental Learning Assisted Particle Filtering. - Bin Liu 021 (ICASSP, 2018)

Particle Filtering Methods for Stochastic Optimization with Application to Large-Scale Empirical Risk Minimization. - Bin Liu 021 (CoRR, 2018)

A Particle Filter based Multi-Objective Optimization Algorithm: PFOPS. - Bin Liu 021; Yaochu Jin (CoRR, 2018)

A Very Brief and Critical Discussion on AutoML. - Bin Liu 021 (CoRR, 2018)

On relationship formation in heterogeneous information networks: An inferring method based on multilabel learning. - Ke-Jia Chen 001; Hao Lu; Yun Li 009; Bin Liu 021 (Stat. Anal. Data Min., 2019)

Harnessing Low-Fidelity Data to Accelerate Bayesian Optimization via Posterior Regularization. - Bin Liu 021 (BigComp, 2020)

Data-Driven Model Set Design for Model Averaged Particle Filter. - Bin Liu 021 (ICASSP, 2020)

Sequential online prediction in the presence of outliers and change points: An instant temporal structure learning approach. - Bin Liu 021; Yu Qi; Ke-Jia Chen 001 (Neurocomputing, 2020)

A Survey on Trust Modeling from a Bayesian Perspective. - Bin Liu 021 (Wirel. Pers. Commun., 2020)

Robust Dynamic Multi-Modal Data Fusion: A Model Uncertainty Perspective. - Bin Liu 021 (IEEE Signal Process. Lett., 2021)

Collaborative Consortium of Foundation Models for Open-World Few-Shot Learning. - Shuai Shao 006; Yu Bai; Yan Wang 076; Baodi Liu; Bin Liu 021 (AAAI, 2024)

FADS: Fourier-Augmentation Based Data-Shunting for Few-Shot Classification. - Shuai Shao 006; Yan Wang 076; Bin Liu 021; Weifeng Liu 001; Yanjiang Wang 001; Baodi Liu (IEEE Trans. Circuits Syst. Video Technol., 2024)

Annealed adaptive importance sampling method in PINNs for solving high dimensional partial differential equations. - Zhengqi Zhang; Jing Li; Bin Liu 021 (J. Comput. Phys., 2025)