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Bin Liu

Orcid: 0000-0001-9052-8615

Affiliations:
  • Chongqing University of Posts and Telecommunications, Chongqing, China
  • Aristotle University of Thessaloniki, Greece (former)


According to our database1, Bin Liu authored at least 12 papers between 2018 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2025
Oversampling multi-label data based on natural neighbor and label correlation.
[BibTeX]
[DOI]
Bin Liu
,
Ao Zhou
,
Bingkun Wei
,
Jin Wang
,
Grigorios Tsoumakas
Expert Syst. Appl., 2025

2024
HiGraphDTI: Hierarchical Graph Representation Learning for Drug-Target Interaction Prediction.
[BibTeX]
[DOI]
Bin Liu
,
Siqi Wu
,
Jin Wang
,
Xin Deng
,
Ao Zhou
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

2023
Fine-grained selective similarity integration for drug-target interaction prediction.
[BibTeX]
[DOI]
Bin Liu
,
Jin Wang
,
Kaiwei Sun
,
Grigorios Tsoumakas
Briefings Bioinform., March, 2023

On the Persistence of Multilabel Learning, Its Recent Trends, and Its Open Issues.
[BibTeX]
[DOI]
Nikolaos Mylonas
,
Ioannis Mollas
,
Bin Liu
,
Yannis Manolopoulos
,
Grigorios Tsoumakas
IEEE Intell. Syst., 2023

2022
Multi-label sampling based on local label imbalance.
[BibTeX]
[DOI]
Bin Liu
,
Konstantinos Blekas
,
Grigorios Tsoumakas
Pattern Recognit., 2022

Multiple similarity drug-target interaction prediction with random walks and matrix factorization.
[BibTeX]
[DOI]
Bin Liu
,
Dimitrios Papadopoulos
,
Fragkiskos D. Malliaros
,
Grigorios Tsoumakas
,
Apostolos N. Papadopoulos
Briefings Bioinform., 2022

Drug-target interaction prediction via an ensemble of weighted nearest neighbors with interaction recovery.
[BibTeX]
[DOI]
Bin Liu
,
Konstantinos Pliakos
,
Celine Vens
,
Grigorios Tsoumakas
Appl. Intell., 2022

2021
Addressing class imbalance in multi-label data
[BibTeX]
[DOI]
Bin Liu
PhD thesis, 2021

Optimizing Area Under the Curve Measures via Matrix Factorization for Drug-Target Interaction Prediction.
[BibTeX]
[DOI]
Bin Liu
,
Grigorios Tsoumakas
CoRR, 2021

2020
Dealing with class imbalance in classifier chains via random undersampling.
[BibTeX]
[DOI]
Bin Liu
,
Grigorios Tsoumakas
Knowl. Based Syst., 2020

2019
Synthetic Oversampling of Multi-label Data Based on Local Label Distribution.
[BibTeX]
[DOI]
Bin Liu
,
Grigorios Tsoumakas
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

2018
Making Classifier Chains Resilient to Class Imbalance.
[BibTeX]
[DOI]
Bin Liu
,
Grigorios Tsoumakas
Proceedings of The 10th Asian Conference on Machine Learning, 2018


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