@article{fedapafederatedlearningwithadaptiveproto, title = {FedAPA: Federated Learning with Adaptive Prototype Aggregation Toward Heterogeneous Wi-Fi CSI-based Crowd Counting}, author = {Jingtao Guo and Yuyi Mao and Ivan Wang-Hei Ho}, year = {2025}, eprint = {2511.21048}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.21048}, }