Zonghai Zhu

25 papers Journal 21Unranked 4
YearRankTypeTitle / Venue / Authors
2026 — conf
ADODroid: A Static Detection Model for Android Malware Based on GCN and BiLSTM.
CNML
Shuoyuan Zhang, Xinyou Zhang, Zonghai Zhu
2026 — conf
AFNet: Lightweight Precision Enhancement for Tiny Drone Detection under Sparse Annotations.
CNML
Hang Weng, Zonghai Zhu
2026 — conf
An Aircraft Fault Domain Named Entity Recognition Method Based on BERT and Multi-Head Attention.
CNML
Yiming He, Li Feng, Zonghai Zhu
2026 J jnl
PSMEKL: Positional and structural multiple empirical kernel learning for node embedding.
Neural Networks
Zonghai Zhu, Xinshuai Wei, Huanlai Xing, Li Feng, De Chen, Yuge Xu
2026 — conf
YOLO-HBW: A Hybrid Weighting Strategy for Defect Object Detection in UAV Power Grid Inspection.
CNML
Yike Xu, Yuhan Li, Zonghai Zhu
2025 J jnl
CapMatch: Semi-Supervised Contrastive Transformer Capsule With Feature-Based Knowledge Distillation for Human Activity Recognition.
IEEE Trans. Neural Networks Learn. Syst.
Zhiwen Xiao, Huagang Tong, Rong Qu, Huanlai Xing, Shouxi Luo, Zonghai Zhu, Fuhong Song, Li Feng
2025 J jnl
QHNet: A Novel Quad-Head Network for Real-Time Detection of Intruding Drones.
IEEE Trans. Geosci. Remote. Sens.
Qian Wan, Li Feng, Zhiwen Xiao, Zonghai Zhu, Huanlai Xing, Yunong Tian, Yurui Feng, Zong Wei
2024 J jnl
Deep Contrastive Representation Learning With Self-Distillation.
IEEE Trans. Emerg. Top. Comput. Intell.
Zhiwen Xiao, Huanlai Xing, Bowen Zhao, Rong Qu, Shouxi Luo, Penglin Dai, Ke Li, Zonghai Zhu
2024 J jnl
FMLGLN: Fast Multi-layer Graph Linear Network.
Eng. Appl. Artif. Intell.
Zonghai Zhu, Huanlai Xing, Yuge Xu
2023 J jnl
Balanced neighbor exploration for semi-supervised node classification on imbalanced graph data.
Inf. Sci.
Zonghai Zhu, Huanlai Xing, Yuge Xu
2023 J jnl
Multilabel Convolutional Network With Feature Denoising and Details Supplement.
IEEE Trans. Neural Networks Learn. Syst.
Tianhao Gu, Zhe Wang, ZhongLi Fang, Zonghai Zhu, Hai Yang, Dongdong Li, Wenli Du
2023 J jnl
Multiple Kernel Subspace Learning for Clustering and Classification.
IEEE Trans. Knowl. Data Eng.
Ziqiu Chi, Zhe Wang, Bolu Wang, ZhongLi Fang, Zonghai Zhu, Dongdong Li, Wenli Du
2022 J jnl
An Efficient Federated Distillation Learning System for Multi-task Time Series Classification.
CoRR
Huanlai Xing, Zhiwen Xiao, Rong Qu, Zonghai Zhu, Bowen Zhao
2022 J jnl
An Efficient Federated Distillation Learning System for Multitask Time Series Classification.
IEEE Trans. Instrum. Meas.
Huanlai Xing, Zhiwen Xiao, Rong Qu, Zonghai Zhu, Bowen Zhao
2022 J jnl
Easy balanced mixing for long-tailed data.
Knowl. Based Syst.
Zonghai Zhu, Huanlai Xing, Yuge Xu
2022 J jnl
Globalized Multiple Balanced Subsets With Collaborative Learning for Imbalanced Data.
IEEE Trans. Cybern.
Zonghai Zhu, Zhe Wang, Dongdong Li, Wenli Du
2020 J jnl
Collaborative and geometric multi-kernel learning for multi-class classification.
Pattern Recognit.
Zhe Wang, Zonghai Zhu, Dongdong Li
2020 J jnl
Efficient matrixized classification learning with separated solution process.
Neural Comput. Appl.
Zonghai Zhu, Zhe Wang, Dongdong Li, Wenli Du, Jing Zhang
2020 J jnl
Entropy and gravitation based dynamic radius nearest neighbor classification for imbalanced problem.
Knowl. Based Syst.
Zhe Wang, Yanqiong Li, Dongdong Li, Zonghai Zhu, Wenli Du
2020 J jnl
Geometric Structural Ensemble Learning for Imbalanced Problems.
IEEE Trans. Cybern.
Zonghai Zhu, Zhe Wang, Dongdong Li, Yujin Zhu, Wenli Du
2020 J jnl
Multiple Partial Empirical Kernel Learning with Instance Weighting and Boundary Fitting.
Neural Networks
Zonghai Zhu, Zhe Wang, Dongdong Li, Wenli Du, Yangming Zhou
2020 J jnl
NearCount: Selecting critical instances based on the cited counts of nearest neighbors.
Knowl. Based Syst.
Zonghai Zhu, Zhe Wang, Dongdong Li, Wenli Du
2019 J jnl
Multiple Empirical Kernel Learning with Majority Projection for imbalanced problems.
Appl. Soft Comput.
Zonghai Zhu, Zhe Wang, Dongdong Li, Wenli Du
2019 J jnl
Tree-based space partition and merging ensemble learning framework for imbalanced problems.
Inf. Sci.
Zonghai Zhu, Zhe Wang, Dongdong Li, Wenli Du
2018 J jnl
Matrix-pattern-oriented classifier with boundary projection discrimination.
Knowl. Based Syst.
Zhe Wang, Zonghai Zhu