Jian-wei Liu

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 31

Top Topics

Class Imbalance

Imbalanced Data

Instance Selection

Top Venues

Neural Comput. Appl.

Appl. Soft Comput.

Publications

Ya-nan Han, Jian-wei Liu
Adaptive instance similarity embedding for online continual learning. Pattern Recognit. 149 (2024)
Qi Dai, Jian-wei Liu, Long-hui Wang
Imbalanced instance selection based on Laplacian matrix decomposition with weighted k-nearest-neighbor graph. Neural Comput. Appl. 36 (20) (2024)
Qing-xin Meng, Jian-wei Liu
Nonstationary online convex optimization with multiple predictions. Inf. Sci. 654 (2024)
Qing-xin Meng, Jian-wei Liu
Proximal Point Method for Online Saddle Point Problem. CoRR (2024)
Cheng-jie Zhang, Jian-wei Liu
Change detection with incorporating multi-constraints and loss weights. Eng. Appl. Artif. Intell. 133 (2024)
Ming-fei Hu, Ze-yu Liu, Jian-wei Liu
mcVAE: disentangling by mean constraint. Vis. Comput. 40 (2) (2024)
Qi Dai, Jian-wei Liu, Yong-hui Shi
Distance mapping overlap complexity metric for class-imbalance problems. Appl. Soft Comput. 163 (2024)
Shuai Ma, Jian-wei Liu
Self-supervised contrastive learning for heterogeneous graph based on multi-pretext tasks. Neural Comput. Appl. 35 (14) (2023)
Ya-nan Han, Jian-wei Liu
Online continual learning via the knowledge invariant and spread-out properties. Expert Syst. Appl. 213 (Part) (2023)
Qi Dai, Jian-wei Liu, Jia-Peng Yang
SWSEL: Sliding Window-based Selective Ensemble Learning for class-imbalance problems. Eng. Appl. Artif. Intell. 121 (2023)
Ming-fei Hu, Jian-wei Liu
β-CapsNet: learning disentangled representation for CapsNet by information bottleneck. Neural Comput. Appl. 35 (3) (2023)
Zhi-yan Song, Jian-wei Liu, Jie Yang, Lu-ning Zhang
Linear normalization attention neural Hawkes process. Neural Comput. Appl. 35 (1) (2023)
Qi Dai, Jian-wei Liu, Jiapeng Yang
Multi-armed bandit heterogeneous ensemble learning for imbalanced data. Comput. Intell. 39 (2) (2023)
Lu-ning Zhang, Jian-wei Liu, Xin Zuo
Doubly time-dependent Hawkes process and applications in failure sequence analysis. Comput. Stat. 38 (2) (2023)
Qi Dai, Jian-wei Liu, Jia-Liang Zhao
Distance-based arranging oversampling technique for imbalanced data. Neural Comput. Appl. 35 (2) (2023)
Ze-yu Liu, Jian-wei Liu
Hypergraph attentional convolutional neural network for salient object detection. Vis. Comput. 39 (7) (2023)
Shuai Ma, Jian-wei Liu, Xin Zuo
Self-supervised learning for heterogeneous graph via structure information based on metapath. Appl. Soft Comput. 143 (2023)
Ze-yu Liu, Jian-wei Liu
Kernel-based similarity sorting and allocation for few-shot semantic segmentation. Neural Comput. Appl. 34 (24) (2022)
Ming-hui Wang, Jian-wei Liu
The Context Hierarchical Contrastive Learning for Time Series in Frequency Domain. ICONIP (4) (2022)
Qi Dai, Jian-wei Liu, Yang Liu
Multi-granularity Relabeled Under-sampling Algorithm for Imbalanced Data. CoRR (2022)
Qi Dai, Jian-wei Liu, Jia-peng Yang
Sequential Three-Way Rules Class-Overlap Under-Sampling Based on Fuzzy Hierarchical Subspace for Imbalanced Data. ICONIP (4) (2022)
Ze-yu Liu, Jian-wei Liu
Multi-scale attentional similarity guidance network for few-shot semantic segmentation. Neural Comput. Appl. 34 (21) (2022)
Zhi-yan Song, Jian-wei Liu
Tri-transformer Hawkes process via dot-product attention operations with event type and temporal encoding. Comput. Intell. 38 (2) (2022)
Qi Dai, Jian-wei Liu, Yang Liu
Multi-granularity relabeled under-sampling algorithm for imbalanced data. Appl. Soft Comput. 124 (2022)
Jia-yi Han, Jian-wei Liu
Instance-level and Class-level Contrastive Incremental Learning for Image Classification. IJCNN (2022)
Jian-wei Liu, Zheng-ping Ren, Runkun Lu, Xionglin Luo
GMM Discriminant Analysis with Noisy Label for Each Class. CoRR (2022)
Shuai Ma, Jian-wei Liu, Xin Zuo
Self-supervised Learning for Heterogeneous Graph via Structure Information based on Metapath. CoRR (2022)
Ya-nan Han, Jian-wei Liu
Online Continual Learning via the Meta-learning Update with Multi-scale Knowledge Distillation and Data Augmentation. CoRR (2022)
Qi Dai, Jian-wei Liu, Jia-peng Yang
Class-imbalanced positive instances augmentation via three-line hybrid. Knowl. Based Syst. 257 (2022)
Ze Cao, Jian-wei Liu, Zi-Hao Cheng
Hawkes Process via Graph Contrastive Discriminant Representation Learning and Transformer Capturing Long-Term Dependencies. ICONIP (4) (2022)
Xiang Xing, Jian-wei Liu, Zi-Hao Cheng
Two-Stage Multilayer Perceptron Hawkes Process. ICONIP (4) (2022)