Yi, Liping
- pFedLoRA: Model-Heterogeneous Personalized Federated Learning with LoRA Tuning
2023/10/20 by Yi, Liping, Yu, Han, Wang, Gang +2 · 10 citations
#Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Advances and Open Challenges in Federated Foundation Models
2024/04/23 by Chao Ren, Ren, Chao, Han Yu +20 · 13 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- FedGH: Heterogeneous Federated Learning with Generalized Global Header
2023/03/23 by Yi, Liping, Wang, Gang, Liu, Xiaoguang +2 · 5 citations
#Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Federated Model Heterogeneous Matryoshka Representation Learning
2024/06/01 by Liping Yi, Yi, Liping, Han Yu +9 · 6 citations
Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Parallel #and Cluster Computing (cs.DC)
- pFedMoE: Data-Level Personalization with Mixture of Experts for Model-Heterogeneous Personalized Federated Learning
2024/02/02 by Liping Yi, Yu Han, Yi, Liping +11 · 2 citations
Computer Science · #Recommender Systems and Techniques
- pFedES: Model Heterogeneous Personalized Federated Learning with Feature Extractor Sharing
2023/11/12 by Yi, Liping, Yu, Han, Wang, Gang +1 · 2 citations
#Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- PMKLC: Parallel Multi-Knowledge Learning-based Lossless Compression for Large-Scale Genomics Database
2025/07/17 by Hui Sun, Sun, Hui, Liping Yi +12 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Gene expression and cancer classification #Machine Learning (cs.LG)