{"id":"2603.24209","title":"HEART-PFL: Stable Personalized Federated Learning under Heterogeneity with Hierarchical Directional Alignment and Adversarial Knowledge Transfer","url":"https://codeofpaper.com/paper/2603.24209","arxiv_url":"https://arxiv.org/abs/2603.24209","published":"2026-03-25","code":"official","best":{"full_name":"danny0628/HEART-PFL","url":"https://github.com/danny0628/HEART-PFL","tier":"official","stars":2,"license":null,"framework":null,"language":"Python","last_commit":"2026-04-02T10:28:56"},"most_starred_community":null,"implementations":[{"full_name":"danny0628/HEART-PFL","url":"https://github.com/danny0628/HEART-PFL","tier":"official","stars":2,"license":null,"framework":null,"language":"Python","last_commit":"2026-04-02T10:28:56"}],"possible_matches":0}