PPaperPicks

Liping Yi

9 papers at tracked venues · 8 at CORE A* · active 2024–2026

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Venues

AAAI ×2WWW ×2ICCV ×1ICDE ×1IJCAI ×1NeurIPS ×1SIGKDD ×1

Frequent coauthors

Gang Wang
×8
Xiaoguang Liu
×8
Han Yu
×6
Xiaoxiao Li
×5
Hui Sun
×3
Huidong Ma
×3
Yanfeng Ding
×2
Chao Ren
×2
Irwin King
×1
Guodong Long
×1
Zenglin Xu
×1
Xiaoli Tang
×1

Papers

  1. FL@FM-TheWebConf'26: The 3rd International Workshop on Federated Foundation Models for the Web
    WWW 2026 ·
    Irwin King
    ,
    Guodong Long
    ,
    Zenglin Xu
    ,
    Han Yu
    ,
    Xiaoli Tang
    , Liping Yi
  2. Federated Representation Angle Learning
    ICCV 2025 · Liping Yi,
    Han Yu
    ,
    Gang Wang
    ,
    Xiaoguang Liu
    ,
    Xiaoxiao Li
  3. Genomics Data Lossless Compression with (S, K)-Mer Encoding and Deep Neural Networks
    AAAI 2025 ·
    Hui Sun
    , Liping Yi,
    Huidong Ma
    ,
    Yongxia Sun
    ,
    Yingfeng Zheng
    ,
    Wenwen Cui
    ,
    Meng Yan
    ,
    Gang Wang
    ,
    Xiaoguang Liu
  4. MSDZip: Universal Lossless Compression for Multi-source Data via Stepwise-parallel and Learning-based Prediction
    WWW 2025 ·
    Huidong Ma
    ,
    Hui Sun
    , Liping Yi,
    Yanfeng Ding
    ,
    Xiaoguang Liu
    ,
    Gang Wang
  5. PMKLC: Parallel Multi-Knowledge Learning-based Lossless Compression for Large-Scale Genomics Database
    SIGKDD 2025 ·
    Hui Sun
    ,
    Yanfeng Ding
    , Liping Yi,
    Huidong Ma
    ,
    Gang Wang
    ,
    Xiaoguang Liu
    ,
    Cheng Zhong
    ,
    Wentong Cai
  6. pFedAFM: Adaptive Feature Mixture for Data-Level Personalization in Heterogeneous Federated Learning on Mobile Edge Devices
    ICDE 2025 · Liping Yi,
    Han Yu
    ,
    Gang Wang
    ,
    Xiaoguang Liu
    ,
    Xiaoxiao Li
  7. pFedES: Generalized Proxy Feature Extractor Sharing for Model Heterogeneous Personalized Federated Learning
    AAAI 2025 · Liping Yi,
    Han Yu
    ,
    Chao Ren
    ,
    Gang Wang
    ,
    Xiaoguang Liu
    ,
    Xiaoxiao Li
  8. FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning
    IJCAI 2024 · Liping Yi,
    Han Yu
    ,
    Zhuan Shi
    ,
    Gang Wang
    ,
    Xiaoguang Liu
    ,
    Lizhen Cui
    ,
    Xiaoxiao Li
  9. Federated Model Heterogeneous Matryoshka Representation Learning
    NeurIPS 2024 · Liping Yi,
    Han Yu
    ,
    Chao Ren
    ,
    Gang Wang
    ,
    Xiaoguang Liu
    ,
    Xiaoxiao Li