Two-Erasure Codes from 3-Plexes. - Liping Yi; Rebecca J. Stones; Gang Wang 001 (NPC, 2019)

SU-Net: An Efficient Encoder-Decoder Model of Federated Learning for Brain Tumor Segmentation. - Liping Yi; Jinsong Zhang; Rui Zhang; Jiaqi Shi; Gang Wang 001; Xiaoguang Liu 001 (ICANN (1), 2020)

QSFL: A Two-Level Uplink Communication Optimization Framework for Federated Learning. - Liping Yi; Gang Wang 001; Xiaoguang Liu 001 (ICML, 2022)

pFedLHNs: Personalized Federated Learning via Local Hypernetworks. - Liping Yi; Xiaorong Shi; Nan Wang 040; Ziyue Xu 005; Gang Wang 001; Xiaoguang Liu 001 (ICANN (3), 2023)

FFEDCL: Fair Federated Learning with Contrastive Learning. - Xiaorong Shi; Liping Yi; Xiaoguang Liu 001; Gang Wang 001 (ICASSP, 2023)

FedWM: Federated Crowdsourcing Workforce Management Service for Productive Laziness. - Zhuan Shi; Zhenyu Yao; Liping Yi; Han Yu 001; Lan Zhang 002; Xiang-Yang Li 001 (ICWS, 2023)

MemAU-Net: Memory-Enhanced Attention U-Net for Medical Image Forgery Localization. - Nan Wang 040; Liping Yi; Gang Wang 001; Xiaoguang Liu 001 (IJCNN, 2023)

FedRRA: Reputation-Aware Robust Federated Learning against Poisoning Attacks. - Liping Yi; Xiaorong Shi; Wenrui Wang; Gang Wang 001; Xiaoguang Liu 001 (IJCNN, 2023)

FedGH: Heterogeneous Federated Learning with Generalized Global Header. - Liping Yi; Gang Wang 001; Xiaoguang Liu 001; Zhuan Shi; Han Yu 001 (ACM Multimedia, 2023)

FedLoRA: Model-Heterogeneous Personalized Federated Learning with LoRA Tuning. - Liping Yi; Han Yu 001; Gang Wang 001; Xiaoguang Liu 001 (CoRR, 2023)

pFedES: Model Heterogeneous Personalized Federated Learning with Feature Extractor Sharing. - Liping Yi; Han Yu 001; Gang Wang 001; Xiaoguang Liu 001 (CoRR, 2023)

FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning. - Liping Yi; Han Yu 001; Zhuan Shi; Gang Wang 001; Xiaoguang Liu 001 (CoRR, 2023)

AdpDM: Adaptive Data Model for Efficient Dynamic Management of Large-Scale High-Cardinality Time-Series Databases. - Ziyue Xu 005; Sutong Huang; Di Fei; Liping Yi; Chenfei Zhou; Gang Wang 001; Xiaoguang Liu 001; Xinyu Liu 011; Wenqing Yu; Zijing Wei; Shaozhi Liu (DASFAA (5), 2024)

FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning. - Liping Yi; Han Yu 001; Zhuan Shi; Gang Wang 001; Xiaoguang Liu 001; Lizhen Cui; Xiaoxiao Li (IJCAI, 2024)

Federated Model Heterogeneous Matryoshka Representation Learning. - Liping Yi; Han Yu 001; Chao Ren 006; Gang Wang 001; Xiaoguang Liu 001; Xiaoxiao Li (NeurIPS, 2024)

APFL: Active-Passive Forgery Localization for Medical Images. - Nan Wang 040; Jiaqi Shi; Liping Yi; Gang Wang 001; Ming Su; Xiaoguang Liu 001 (PKDD (4), 2024)

pFedMoE: Data-Level Personalization with Mixture of Experts for Model-Heterogeneous Personalized Federated Learning. - Liping Yi; Han Yu 001; Chao Ren 006; Heng Zhang; Gang Wang 001; Xiaoguang Liu 001; Xiaoxiao Li (CoRR, 2024)

pFedAFM: Adaptive Feature Mixture for Batch-Level Personalization in Heterogeneous Federated Learning. - Liping Yi; Han Yu 001; Chao Ren 006; Heng Zhang; Gang Wang 001; Xiaoguang Liu 001; Xiaoxiao Li (CoRR, 2024)

pFedKT: Personalized federated learning with dual knowledge transfer. - Liping Yi; Xiaorong Shi; Nan Wang 040; Gang Wang 001; Xiaoguang Liu 001; Zhuan Shi; Han Yu 001 (Knowl. Based Syst., 2024)

QSFL: Two-Level Communication-Efficient Federated Learning on Mobile Edge Devices. - Liping Yi; Gang Wang 001; Xiaofei Wang 001; Xiaoguang Liu 001 (IEEE Trans. Serv. Comput., 2024)

FedPE: Adaptive Model Pruning-Expanding for Federated Learning on Mobile Devices. - Liping Yi; Xiaorong Shi; Nan Wang 040; Jinsong Zhang; Gang Wang 001; Xiaoguang Liu 001 (IEEE Trans. Mob. Comput., 2024)

Genomics Data Lossless Compression with (S, K)-Mer Encoding and Deep Neural Networks. - Hui Sun 002; Liping Yi; Huidong Ma; Yongxia Sun; Yingfeng Zheng; Wenwen Cui; Meng Yan 008; Gang Wang 001; Xiaoguang Liu 001 (AAAI, 2025)

pFedES: Generalized Proxy Feature Extractor Sharing for Model Heterogeneous Personalized Federated Learning. - Liping Yi; Han Yu 001; Chao Ren 006; Gang Wang 001; Xiaoguang Liu 001; Xiaoxiao Li (AAAI, 2025)

Multi-source Data Lossless Compression via Parallel Expansion Mapping and xLSTM. - Huidong Ma; Hui Sun 002; Liping Yi; Xiaoguang Liu 001; Gang Wang 001 (ICASSP, 2025)

Adaptive Lossless Compression for Genomics Data by Multiple (s, k)-mer Encoding and XLSTM. - Hui Sun 002; Yanfeng Ding; Liping Yi; Huidong Ma; Haonan Xie; Gang Wang 001; Xiaoguang Liu 001 (ICASSP, 2025)

HFedPFS: Heterogeneous Federated Learning with Personalized Data Feature Sharing. - Jingxian Xu; Liping Yi; Gang Wang; Xiaoguang Liu (ICASSP, 2025)

pFedAFM: Adaptive Feature Mixture for Data-Level Personalization in Heterogeneous Federated Learning on Mobile Edge Devices. - Liping Yi; Han Yu; Gang Wang; Xiaoguang Liu; Xiaoxiao Li (ICDE, 2025)

MSDZip: Universal Lossless Compression for Multi-source Data via Stepwise-parallel and Learning-based Prediction. - Huidong Ma; Hui Sun 002; Liping Yi; Yanfeng Ding; Xiaoguang Liu 001; Gang Wang 001 (WWW, 2025)

PMKLC: Parallel Multi-Knowledge Learning-based Lossless Compression for Large-Scale Genomics Database. - Hui Sun 002; Yanfeng Ding; Liping Yi; Huidong Ma; Gang Wang 001; Xiaoguang Liu 001; Cheng Zhong; Wentong Cai 001 (CoRR, 2025)

A survey and benchmark evaluation for neural-network-based lossless universal compressors toward multi-source data. - Hui Sun 002; Huidong Ma; Feng Ling; Haonan Xie; Yongxia Sun; Liping Yi; Meng Yan 008; Cheng Zhong; Xiaoguang Liu 001; Gang Wang 001 (Frontiers Comput. Sci., 2025)