Zonghai Zhu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 18

Top Topics

Kernel Learning

Transformation Matrix

Nearest Neighbor

Top Venues

Knowl. Based Syst.

IEEE Trans. Cybern.

IEEE Trans. Emerg. Top. Comput. Intell.

Publications

Zonghai Zhu, Huanlai Xing, Yuge Xu
FMLGLN: Fast Multi-layer Graph Linear Network. Eng. Appl. Artif. Intell. 127 (Part A) (2024)
Zhiwen Xiao, Huanlai Xing, Bowen Zhao, Rong Qu, Shouxi Luo, Penglin Dai, Ke Li, Zonghai Zhu
Deep Contrastive Representation Learning With Self-Distillation. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Zonghai Zhu, Huanlai Xing, Yuge Xu
Balanced neighbor exploration for semi-supervised node classification on imbalanced graph data. Inf. Sci. 631 (2023)
Tianhao Gu, Zhe Wang, Zhongli Fang, Zonghai Zhu, Hai Yang, Dongdong Li, Wenli Du
Multilabel Convolutional Network With Feature Denoising and Details Supplement. IEEE Trans. Neural Networks Learn. Syst. 34 (11) (2023)
Ziqiu Chi, Zhe Wang, Bolu Wang, Zhongli Fang, Zonghai Zhu, Dongdong Li, Wenli Du
Multiple Kernel Subspace Learning for Clustering and Classification. IEEE Trans. Knowl. Data Eng. 35 (7) (2023)
Zonghai Zhu, Zhe Wang, Dongdong Li, Wenli Du
Globalized Multiple Balanced Subsets With Collaborative Learning for Imbalanced Data. IEEE Trans. Cybern. 52 (4) (2022)
Huanlai Xing, Zhiwen Xiao, Rong Qu, Zonghai Zhu, Bowen Zhao
An Efficient Federated Distillation Learning System for Multi-task Time Series Classification. CoRR (2022)
Huanlai Xing, Zhiwen Xiao, Rong Qu, Zonghai Zhu, Bowen Zhao
An Efficient Federated Distillation Learning System for Multitask Time Series Classification. IEEE Trans. Instrum. Meas. 71 (2022)
Zonghai Zhu, Huanlai Xing, Yuge Xu
Easy balanced mixing for long-tailed data. Knowl. Based Syst. 248 (2022)
Zonghai Zhu, Zhe Wang, Dongdong Li, Wenli Du
NearCount: Selecting critical instances based on the cited counts of nearest neighbors. Knowl. Based Syst. 190 (2020)
Zonghai Zhu, Zhe Wang, Dongdong Li, Wenli Du, Jing Zhang
Efficient matrixized classification learning with separated solution process. Neural Comput. Appl. 32 (14) (2020)
Zhe Wang, Zonghai Zhu, Dongdong Li
Collaborative and geometric multi-kernel learning for multi-class classification. Pattern Recognit. 99 (2020)
Zonghai Zhu, Zhe Wang, Dongdong Li, Wenli Du, Yangming Zhou
Multiple Partial Empirical Kernel Learning with Instance Weighting and Boundary Fitting. Neural Networks 123 (2020)
Zhe Wang, Yanqiong Li, Dongdong Li, Zonghai Zhu, Wenli Du
Entropy and gravitation based dynamic radius nearest neighbor classification for imbalanced problem. Knowl. Based Syst. 193 (2020)
Zonghai Zhu, Zhe Wang, Dongdong Li, Yujin Zhu, Wenli Du
Geometric Structural Ensemble Learning for Imbalanced Problems. IEEE Trans. Cybern. 50 (4) (2020)
Zonghai Zhu, Zhe Wang, Dongdong Li, Wenli Du
Tree-based space partition and merging ensemble learning framework for imbalanced problems. Inf. Sci. 503 (2019)
Zonghai Zhu, Zhe Wang, Dongdong Li, Wenli Du
Multiple Empirical Kernel Learning with Majority Projection for imbalanced problems. Appl. Soft Comput. 76 (2019)
Zhe Wang, Zonghai Zhu
Matrix-pattern-oriented classifier with boundary projection discrimination. Knowl. Based Syst. 149 (2018)