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2020 – today
- 2026
[j10]Lang Fan
, Zhihao Zeng, Xiaoning Zhang, Mingjun Duan:
Adaptive computation control and model aggregation for parallel federated learning in heterogeneous edge networks. Comput. Networks 275: 111938 (2026)- [j9]Mingjun Duan, Chenyu Fan, Lang Fan, Zhihao Zeng, Xiaoning Zhang:
Self-Adaptive gradient transmission for decentralized federated learning in edge networks. Comput. Networks 279: 112124 (2026) - [j8]Zhengchao Liu, Yongjun Cheng, Chunrong Pan, Lei Wang, Hongtao Tang, Zhihao Zeng:
An adaptive optimization method for reliable encapsulation of manufacturing service based on a graph convolution network with multi-dimensional feature fusion. Expert Syst. Appl. 297: 129322 (2026) - [j7]Lang Fan, Zhihao Zeng, Xiaoning Zhang, Mingjun Duan, Keshav Sood:
Joint client selection and epoch configuration for heterogeneity-aware federated learning in resource-constrained systems. Future Gener. Comput. Syst. 177: 108249 (2026) - 2025
- [j6]Miao Su, Zhihao Zeng, Jianfei He, Yongliang Qiao, Weiqing Jia, Ziyou Guo, Wenneng Zhong, Zuncheng Fan, Yizheng Dai, York Huang, Zaiman Wang:
Development of a six-axis force sensor system for paddy field walking wheel to construct load spectrum model for fatigue life analysis. Comput. Electron. Agric. 237: 110740 (2025) - [j5]Zhihao Zeng, Xiaoning Zhang, Yangming Zhao, Ahmed Zoha, Muhammad Ali Imran, Yan Zhang:
Accelerating Federated Codistillation via Adaptive Computation Amount at Network Edge. IEEE Trans. Mob. Comput. 24(6): 5584-5597 (2025) - [c9]Zhihao Zeng, Ziquan Fang, Yuting Huang, Qilong Wang, Lu Chen, Yunjun Gao:
Heterogeneous-Aware Traffic Prediction: A Privacy-Preserving Federated Learning Framework. ICDE 2025: 419-432 - [c8]Xiangrui Yang, Zhihao Zeng, Jiawei Yang, Yekang Zhan, Qiang Cao, Jie Yao:
HeteroGNN: A Heterogeneous Stage Division Based GNN Training Framework to Maximize CPU-GPU Parallelism. ICME 2025: 1-6 - [i4]Zhihao Zeng, Ziquan Fang, Yuting Huang, Lu Chen, Yunjun Gao:
Effective and Efficient Cross-City Traffic Knowledge Transfer A Privacy-Preserving Perspective. CoRR abs/2503.11963 (2025) - [i3]Zhihao Zeng, Ziquan Fang, Wei Shao, Lu Chen, Yunjun Gao:
FedTDP: A Privacy-Preserving and Unified Framework for Trajectory Data Preparation via Federated Learning. CoRR abs/2505.05155 (2025) - [i2]Yuting Huang, Ziquan Fang, Zhihao Zeng, Lu Chen, Yunjun Gao:
Causal Spatio-Temporal Prediction: An Effective and Efficient Multi-Modal Approach. CoRR abs/2505.17637 (2025) - 2024
- [j4]Yutao Liu, Xiaoning Zhang, Zhihao Zeng:
Accelerating Communication for UAV-Enabled Federated Learning With Adaptive Routing and Robust Aggregation Over Edge Networks. IEEE Internet Things J. 11(19): 32324-32336 (2024) - [j3]Yutao Liu, Xiaoning Zhang, Zhihao Zeng, Shui Yu:
FedEco: Achieving Energy-Efficient Federated Learning by Hyperparameter Adaptive Tuning. IEEE Trans. Cogn. Commun. Netw. 10(6): 2311-2324 (2024) - [c7]Zhihao Zeng, Ziquan Fang, Lu Chen, Yunjun Gao, Kai Zheng, Gang Chen:
FedCTQ: A Federated-Based Framework for Accurate and Efficient Contact Tracing Query. ICDE 2024: 4628-4642 - 2023
- [j2]Longxin Zhang, Dantong Liu, Minghui Ai, Runti Tan, Zhihao Zeng:
Reliability enhancement algorithm based on budget level in cloud-edge environments. Int. J. Embed. Syst. 16(1): 9-22 (2023) - [c6]Kuang-Hao Lin, ZhiHao Zeng, Yu-Lin Chen:
Integrated Multiple Sensing Nodes for a Three-Dimensional Coordinate Map Positioning System. ICCE-Taiwan 2023: 579-580 - [c5]Zhihao Zeng, Yuntao Du, Ziquan Fang, Lu Chen, Shiliang Pu, Guodong Chen, Hui Wang, Yunjun Gao:
FLBooster: A Unified and Efficient Platform for Federated Learning Acceleration. ICDE 2023: 3140-3153 - [c4]Longxin Zhang, Runti Tan, Minghui Ai, Huazheng Xiang, Cheng Peng, Zhihao Zeng:
DSUTO: Differential Rate SAC-Based UAV-Assisted Task Offloading Algorithm in Collaborative Edge Computing. ICPADS 2023: 2328-2335 - 2021
- [i1]Keyu Yang, Lu Chen, Zhihao Zeng, Yunjun Gao:
FastSGD: A Fast Compressed SGD Framework for Distributed Machine Learning. CoRR abs/2112.04291 (2021)
2010 – 2019
- 2016
- [j1]Kun-Hong Liu, Zhihao Zeng, Vincent To-Yee Ng:
A Hierarchical Ensemble of ECOC for cancer classification based on multi-class microarray data. Inf. Sci. 349-350: 102-118 (2016) - 2014
- [c3]Zhihao Zeng, Kun-Hong Liu, Zheyuan Wang:
Cancer Classification Using Ensemble of Error Correcting Output Codes. ICIC (3) 2014: 15-24 - [c2]KunHong Liu, Muchenxuan Tong, Shu-Tong Xie, ZhiHao Zeng:
Fusing Decision Trees Based on Genetic Programming for Classification of Microarray Datasets. ICIC (2) 2014: 126-134
2000 – 2009
- 2005
- [c1]ZhiHao Zeng, Zhiping Chen:
Two-Level Classification Based on KNN. iiWAS 2005: 945-956
Coauthor Index
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