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Author

Zonghai Zhu

Observed name: Zhu, Zonghai
ORCID: 0000-0002-2915-0964
Observed ORCID: 0000-0002-2915-0964
OpenAlex ID: A5073733642
An Efficient Federated Distillation Learning System for Multitask Time Series Classification
2022 · Huanlai Xing, Zhiwen Xiao, et al. · IEEE Transactions on Instrumentation and Measurement · 159
Deep Contrastive Representation Learning With Self-Distillation
2023 · Zhiwen Xiao, Huanlai Xing, et al. · IEEE Transactions on Emerging Topics in Computational Intelligence · 155
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CapMatch: Semi-Supervised Contrastive Transformer Capsule With Feature-Based Knowledge Distillation for Human Activity Recognition
2023 · Zhiwen Xiao, Huagang Tong, et al. · IEEE Transactions on Neural Networks and Learning Systems · 149
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Geometric Structural Ensemble Learning for Imbalanced Problems
2018 · Zonghai Zhu, Zhe Wang, et al. · IEEE Transactions on Cybernetics · 135
Collaborative and geometric multi-kernel learning for multi-class classification
2019 · Zhe Wang, Zonghai Zhu, et al. · Pattern Recognition · 44
Entropy and gravitation based dynamic radius nearest neighbor classification for imbalanced problem
2020 · Zhe Wang, Yanqiong Li, et al. · Knowledge-Based Systems · 31
Balanced neighbor exploration for semi-supervised node classification on imbalanced graph data
2023 · Zonghai Zhu, Huanlai Xing, et al. · Information Sciences · 23
QHNet: A Novel Quad-Head Network for Real-Time Detection of Intruding Drones
2025 · Qian Wan, Li Feng, et al. · IEEE Transactions on Geoscience and Remote Sensing · 19
Globalized Multiple Balanced Subsets With Collaborative Learning for Imbalanced Data
2020 · Zonghai Zhu, Zhe Wang, et al. · IEEE Transactions on Cybernetics · 16
NearCount: Selecting critical instances based on the cited counts of nearest neighbors
2019 · Zonghai Zhu, Zhe Wang, et al. · Knowledge-Based Systems · 16
Tree-based space partition and merging ensemble learning framework for imbalanced problems
2019 · Zonghai Zhu, Zhe Wang, et al. · Information Sciences · 15
Multiple Kernel Subspace Learning for Clustering and Classification
2022 · Ziqiu Chi, Zhe Wang, et al. · IEEE Transactions on Knowledge and Data Engineering · 14
Easy balanced mixing for long-tailed data
2022 · Zonghai Zhu, Huanlai Xing, et al. · Knowledge-Based Systems · 14
Multiple Empirical Kernel Learning with Majority Projection for imbalanced problems
2018 · Zonghai Zhu, Zhe Wang, et al. · Applied Soft Computing · 11
Automated Diagnosis of Eight Retinal Diseases from OCT Images Using Deep Learning with Attention Mechanisms
2025 · Wenhan Li, Zonghai Zhu · International Symposium on Advances in Electrical, Electronics and Computer Engineering (ISAEECE) · 10
NUAV-YOLO: a lightweight object detection algorithm based on YOLOv8 for UAVs
2025 · Jinlong Xia, Fei Teng, et al. · International Conference on Electronic Information Engineering and Data Processing (EIEDP) · 7
Multilabel Convolutional Network With Feature Denoising and Details Supplement
2022 · Tianhao Gu, Zhe Wang, et al. · IEEE Transactions on Neural Networks and Learning Systems · 7
Accelerating Multimodal Large Language Model Inference through Visual Feature Compression and Decoupled Architectures
2025 · Xusheng Li, Zonghai Zhu, et al. · 4
Multiple Partial Empirical Kernel Learning with Instance Weighting and Boundary Fitting
2019 · Zonghai Zhu, Zhe Wang, et al. · Neural Networks · 4
PSMEKL: Positional and structural multiple empirical kernel learning for node embedding
2026 · Zonghai Zhu, Xinshuai Wei, et al. · Neural Networks · 3
YOLO-HBW: A Hybrid Weighting Strategy for Defect Object Detection in UAV Power Grid Inspection
2026 · Yike Xu, Yuhan Li, et al. · International Conference on Communication Networks and Machine Learning (CNML) · 3
Matrix-pattern-oriented classifier with boundary projection discrimination
2017 · Zhe Wang, Zonghai Zhu · Knowledge-Based Systems · 3
EM-GAT: An Edge-enhanced Multi-hop Graph Attention Network for Network Intrusion Detection
2026 · Yuanlin Li, Li Feng, et al. · Ad Hoc Networks · 2
FMLGLN: Fast Multi-layer Graph Linear Network
2023 · Zonghai Zhu, Huanlai Xing, et al. · Engineering Applications of Artificial Intelligence · 2
ADODroid: A Static Detection Model for Android Malware Based on GCN and BiLSTM
2026 · Shuoyuan Zhang, Xinyou Zhang, et al. · International Conference on Communication Networks and Machine Learning (CNML) · 1
Works count: 36
Citation count: 849
H-index: 13
I10-index: 15
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