Wei-Bin Kou

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 6

Top Topics

Main Contribution

Autonomous Driving

Learning Scheme

Top Venues

Eng. Appl. Artif. Intell.

Publications

Haitao Wu, Heng Li, Hung-Lin Chi, Wei-Bin Kou, Yik-Chung Wu, Shuai Wang
A hierarchical federated learning framework for collaborative quality defect inspection in construction. Eng. Appl. Artif. Intell. 133 (2024)
Wei-Bin Kou, Qingfeng Lin, Ming Tang, Sheng Xu, Rongguang Ye, Yang Leng, Shuai Wang, Zhenyu Chen, Guangxu Zhu, Yik-Chung Wu
pFedLVM: A Large Vision Model (LVM)-Driven and Latent Feature-Based Personalized Federated Learning Framework in Autonomous Driving. CoRR (2024)
Wei-Bin Kou, Qingfeng Lin, Ming Tang, Shuai Wang, Guangxu Zhu, Yik-Chung Wu
FedRC: A Rapid-Converged Hierarchical Federated Learning Framework in Street Scene Semantic Understanding. CoRR (2024)
Wei-Bin Kou, Shuai Wang, Guangxu Zhu, Bin Luo, Yingxian Chen, Derrick Wing Kwan Ng, Yik-Chung Wu
Communication Resources Constrained Hierarchical Federated Learning for End-to-End Autonomous Driving. IROS (2023)
Qingfeng Lin, Yang Li, Wei-Bin Kou, Tsung-Hui Chang, Yik-Chung Wu
Communication-Efficient Joint Signal Compression and Activity Detection in Cell-Free Massive MIMO. ICC (2023)
Wei-Bin Kou, Shuai Wang, Guangxu Zhu, Bin Luo, Yingxian Chen, Derrick Wing Kwan Ng, Yik-Chung Wu
Communication Resources Constrained Hierarchical Federated Learning for End-to-End Autonomous Driving. CoRR (2023)