Yi, Liping

7 publications

ICCV 2025 Federated Representation Angle Learning Liping Yi, Han Yu, Gang Wang, Xiaoguang Liu, Xiaoxiao Li

AAAI 2025 Genomics Data Lossless Compression with (s, K)-Mer Encoding and Deep Neural Networks Hui Sun, Liping Yi, Huidong Ma, Yongxia Sun, Yingfeng Zheng, Wenwen Cui, Meng Yan, Gang Wang, Xiaoguang Liu

AAAI 2025 pFedES: Generalized Proxy Feature Extractor Sharing for Model Heterogeneous Personalized Federated Learning Liping Yi, Han Yu, Chao Ren, Gang Wang, Xiaoguang Liu, Xiaoxiao Li

NeurIPSW 2024 Enhancing Causal Discovery in Federated Settings with Limited Local Samples Xianjie Guo, Liping Yi, Xiaohu Wu, Kui Yu, Gang Wang

IJCAI 2024 FedSSA: Semantic Similarity-Based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning Liping Yi, Han Yu, Zhuan Shi, Gang Wang, Xiaoguang Liu, Lizhen Cui, Xiaoxiao Li

NeurIPS 2024 Federated Model Heterogeneous Matryoshka Representation Learning Liping Yi, Han Yu, Chao Ren, Gang Wang, Xiaoguang Liu, Xiaoxiao Li

ICML 2022 QSFL: A Two-Level Uplink Communication Optimization Framework for Federated Learning Liping Yi, Wang Gang, Liu Xiaoguang