Bin Liu

Joined

June 2024

Names

Bin Liu (Preferred)

Emails

****@cqupt.edu.cn (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Associate Professor

School of Computer Scinence and Technology, Chongqing University of Post and Telecommunications (cqupt.edu.cn)

2024 – 2025

Advisors, Relations & Conflicts

No relations added

Expertise

Drug-target Interaction

2019 – 2025

Class imbalance

2017 – 2025

Multi-label Learning

2016 – 2025

Publications

AEMLO: AutoEncoder-Guided Multi-label Oversampling
Ao Zhou, Bin Liu, Jin Wang, Kaiwei Sun, Kelin Liu
- ECML/PKDD 24
- Readers: Everyone
Batch Selection for Multi-Label Classification Guided by Uncertainty and Dynamic Label Correlations
Ao Zhou, Bin Liu, Jin Wang, Grigorios Tsoumakas
- The Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI-25)
- Readers: Everyone
Oversampling multi-label data based on natural neighbor and label correlation
Bin Liu, Ao Zhou, Bingkun Wei, Jin Wang, Grigorios Tsoumakas
- Expert Syst. Appl. 2025
- Readers: Everyone
Multi-level hierarchical dynamic graph convolutional networks for motor imagery EEG analysis
Xin Deng, Daijiang Xu, Huaxiang Huo, Xinyi Hong, Bin Liu
- Neurocomputing 2025
- Readers: Everyone
Integrating Similarities via Local Interaction Consistency and Optimizing Area Under the Curve Measures via Matrix Factorization for Drug-Target Interaction Prediction
Bin Liu, Grigorios Tsoumakas
- IEEE ACM Trans. Comput. Biol. Bioinform. 2024
- Readers: Everyone
Multi-label Adaptive Batch Selection by Highlighting Hard and Imbalanced Samples
Ao Zhou, Bin Liu, Zhaoyang Peng, Jin Wang, Grigorios Tsoumakas
- ECML/PKDD (5) 2024
- Readers: Everyone
Multi-Label Adaptive Batch Selection by Highlighting Hard and Imbalanced Samples
Ao Zhou, Bin Liu, Jin Wang, Grigorios Tsoumakas
- CoRR 2024
- Readers: Everyone
HiGraphDTI: Hierarchical Graph Representation Learning for Drug-Target Interaction Prediction
Bin Liu, Siqi Wu, Jin Wang, Xin Deng, Ao Zhou
- ECML/PKDD (6) 2024
- Readers: Everyone
On the Persistence of Multilabel Learning, Its Recent Trends, and Its Open Issues
Nikolaos Mylonas, Ioannis Mollas, Bin Liu, Yannis Manolopoulos, Grigorios Tsoumakas
- IEEE Intell. Syst. 2023
- Readers: Everyone
Fine-grained selective similarity integration for drug-target interaction prediction
Bin Liu, Jin Wang, Kaiwei Sun, Grigorios Tsoumakas
- Briefings Bioinform. 2023
- Readers: Everyone

View all 24 publications