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Wei-Bin Kou
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2020 – today
- 2024
- [j2]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: 108218 (2024) - [j1]Qingfeng Lin, Yang Li, Wei-Bin Kou, Tsung-Hui Chang, Yik-Chung Wu:
Communication-Efficient Activity Detection for Cell-Free Massive MIMO: An Augmented Model-Driven End-to-End Learning Framework. IEEE Trans. Wirel. Commun. 23(10): 12888-12903 (2024) - [i6]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 abs/2405.04146 (2024) - [i5]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 abs/2407.01103 (2024) - [i4]Rongguang Ye, Longcan Chen, Wei-Bin Kou, Jinyuan Zhang, Hisao Ishibuchi:
Pareto Front Shape-Agnostic Pareto Set Learning in Multi-Objective Optimization. CoRR abs/2408.05778 (2024) - [i3]Wei-Bin Kou, Guangxu Zhu, Rongguang Ye, Shuai Wang, Qingfeng Lin, Ming Tang, Yik-Chung Wu:
An Adverse Weather-Immune Scheme with Unfolded Regularization and Foundation Model Knowledge Distillation for Street Scene Understanding. CoRR abs/2409.14737 (2024) - [i2]Wei-Bin Kou, Qingfeng Lin, Ming Tang, Rongguang Ye, Shuai Wang, Guangxu Zhu, Yik-Chung Wu:
Fast-Convergent and Communication-Alleviated Heterogeneous Hierarchical Federated Learning in Autonomous Driving. CoRR abs/2409.19560 (2024) - 2023
- [c2]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: 5030-5035 - [c1]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: 9383-9390 - [i1]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 abs/2306.16169 (2023)
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