Liping Yi

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 17

Top Topics

Dirichlet Process

Latent Variable Models

Learning Scheme

Top Venues

Publications

Nan Wang, Jiaqi Shi, Liping Yi, Gang Wang, Ming Su, Xiaoguang Liu
APFL: Active-Passive Forgery Localization for Medical Images. PKDD (4) (2024)
Liping Yi, Han Yu, Chao Ren, Gang Wang, Xiaoguang Liu, Xiaoxiao Li
Federated Model Heterogeneous Matryoshka Representation Learning. CoRR (2024)
Liping Yi, Han Yu, Chao Ren, Heng Zhang, Gang Wang, Xiaoguang Liu, Xiaoxiao Li
pFedAFM: Adaptive Feature Mixture for Batch-Level Personalization in Heterogeneous Federated Learning. CoRR (2024)
Liping Yi, Xiaorong Shi, Nan Wang, Gang Wang, Xiaoguang Liu, Zhuan Shi, Han Yu
pFedKT: Personalized federated learning with dual knowledge transfer. Knowl. Based Syst. 292 (2024)
Liping Yi, Han Yu, Chao Ren, Heng Zhang, Gang Wang, Xiaoguang Liu, Xiaoxiao Li
pFedMoE: Data-Level Personalization with Mixture of Experts for Model-Heterogeneous Personalized Federated Learning. CoRR (2024)
Liping Yi, Han Yu, Zhuan Shi, Gang Wang, Xiaoguang Liu
FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning. CoRR (2023)
Nan Wang, Liping Yi, Gang Wang, Xiaoguang Liu
MemAU-Net: Memory-Enhanced Attention U-Net for Medical Image Forgery Localization. IJCNN (2023)
Liping Yi, Xiaorong Shi, Wenrui Wang, Gang Wang, Xiaoguang Liu
FedRRA: Reputation-Aware Robust Federated Learning against Poisoning Attacks. IJCNN (2023)
Liping Yi, Han Yu, Gang Wang, Xiaoguang Liu
pFedES: Model Heterogeneous Personalized Federated Learning with Feature Extractor Sharing. CoRR (2023)
Liping Yi, Gang Wang, Xiaoguang Liu, Zhuan Shi, Han Yu
FedGH: Heterogeneous Federated Learning with Generalized Global Header. ACM Multimedia (2023)
Liping Yi, Han Yu, Gang Wang, Xiaoguang Liu
FedLoRA: Model-Heterogeneous Personalized Federated Learning with LoRA Tuning. CoRR (2023)
Xiaorong Shi, Liping Yi, Xiaoguang Liu, Gang Wang
FFEDCL: Fair Federated Learning with Contrastive Learning. ICASSP (2023)
Zhuan Shi, Zhenyu Yao, Liping Yi, Han Yu, Lan Zhang, Xiang-Yang Alex Liu
FedWM: Federated Crowdsourcing Workforce Management Service for Productive Laziness. ICWS (2023)
Liping Yi, Gang Wang, Xiaoguang Liu, Zhuan Shi, Han Yu
FedGH: Heterogeneous Federated Learning with Generalized Global Header. CoRR (2023)
Liping Yi, Gang Wang, Xiaoguang Liu
QSFL: A Two-Level Uplink Communication Optimization Framework for Federated Learning. ICML (2022)
Liping Yi, Jinsong Zhang, Rui Zhang, Jiaqi Shi, Gang Wang, Xiaoguang Liu
SU-Net: An Efficient Encoder-Decoder Model of Federated Learning for Brain Tumor Segmentation. ICANN (1) (2020)
Liping Yi, Rebecca J. Stones, Gang Wang
Two-Erasure Codes from 3-Plexes. NPC (2019)