Bin Liu

22 papers C 1Journal 17Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Multi-level hierarchical dynamic graph convolutional networks for motor imagery EEG analysis.
Neurocomputing
Xin Deng, Daijiang Xu, Huaxiang Huo, Xinyi Hong, Bin Liu
2025 J jnl
Oversampling multi-label data based on natural neighbor and label correlation.
Expert Syst. Appl.
Bin Liu, Ao Zhou, Bingkun Wei, Jin Wang, Grigorios Tsoumakas
2024 — conf
HiGraphDTI: Hierarchical Graph Representation Learning for Drug-Target Interaction Prediction.
ECML/PKDD (6)
Bin Liu, Siqi Wu, Jin Wang, Xin Deng, Ao Zhou
2024 J jnl
Integrating Similarities via Local Interaction Consistency and Optimizing Area Under the Curve Measures via Matrix Factorization for Drug-Target Interaction Prediction.
IEEE ACM Trans. Comput. Biol. Bioinform.
Bin Liu, Grigorios Tsoumakas
2024 J jnl
Multi-Label Adaptive Batch Selection by Highlighting Hard and Imbalanced Samples.
CoRR
Ao Zhou, Bin Liu, Jin Wang, Grigorios Tsoumakas
2024 — conf
Multi-label Adaptive Batch Selection by Highlighting Hard and Imbalanced Samples.
ECML/PKDD (5)
Ao Zhou, Bin Liu, Zhaoyang Peng, Jin Wang, Grigorios Tsoumakas
2023 J jnl
Fine-grained selective similarity integration for drug-target interaction prediction.
Briefings Bioinform.
Bin Liu, Jin Wang, Kaiwei Sun, Grigorios Tsoumakas
2023 J jnl
On the Persistence of Multilabel Learning, Its Recent Trends, and Its Open Issues.
IEEE Intell. Syst.
Nikolaos Mylonas, Ioannis Mollas, Bin Liu, Yannis Manolopoulos, Grigorios Tsoumakas
2022 J jnl
Drug-target interaction prediction via an ensemble of weighted nearest neighbors with interaction recovery.
Appl. Intell.
Bin Liu, Konstantinos Pliakos, Celine Vens, Grigorios Tsoumakas
2022 J jnl
Fine-Grained Selective Similarity Integration for Drug-Target Interaction Prediction.
CoRR
Bin Liu, Jin Wang, Kaiwei Sun, Grigorios Tsoumakas
2022 J jnl
Multi-label sampling based on local label imbalance.
Pattern Recognit.
Bin Liu, Konstantinos Blekas, Grigorios Tsoumakas
2022 J jnl
Multiple Similarity Drug-Target Interaction Prediction with Random Walks and Matrix Factorization.
CoRR
Bin Liu, Dimitrios Papadopoulos, Fragkiskos D. Malliaros, Grigorios Tsoumakas, Apostolos N. Papadopoulos
2022 J jnl
Multiple similarity drug-target interaction prediction with random walks and matrix factorization.
Briefings Bioinform.
Bin Liu, Dimitrios Papadopoulos, Fragkiskos D. Malliaros, Grigorios Tsoumakas, Apostolos N. Papadopoulos
2021 — —
Addressing class imbalance in multi-label data
Bin Liu
2021 J jnl
Optimizing Area Under the Curve Measures via Matrix Factorization for Drug-Target Interaction Prediction.
CoRR
Bin Liu, Grigorios Tsoumakas
2020 J jnl
Dealing with class imbalance in classifier chains via random undersampling.
Knowl. Based Syst.
Bin Liu, Grigorios Tsoumakas
2020 J jnl
Drug-Target Interaction Prediction via an Ensemble of Weighted Nearest Neighbors with Interaction Recovery.
CoRR
Bin Liu, Konstantinos Pliakos, Celine Vens, Grigorios Tsoumakas
2020 J jnl
Multi-Label Sampling based on Local Label Imbalance.
CoRR
Bin Liu, Konstantinos Blekas, Grigorios Tsoumakas
2019 J jnl
Synthetic Oversampling of Multi-Label Data based on Local Label Distribution.
CoRR
Bin Liu, Grigorios Tsoumakas
2019 — conf
Synthetic Oversampling of Multi-label Data Based on Local Label Distribution.
ECML/PKDD (2)
Bin Liu, Grigorios Tsoumakas
2018 C conf
Making Classifier Chains Resilient to Class Imbalance.
ACML
Bin Liu, Grigorios Tsoumakas
2018 J jnl
Making Classifier Chains Resilient to Class Imbalance.
CoRR
Bin Liu, Grigorios Tsoumakas